diff --git a/TERMINOLOGY.md b/TERMINOLOGY.md index e2df7035..9715d4b8 100644 --- a/TERMINOLOGY.md +++ b/TERMINOLOGY.md @@ -230,6 +230,19 @@ available executor. It routes calls after inference; it is not part of the Respo The project-specific conversion of heterogeneous tool declarations into the function-tool shape accepted by the upstream inference server. Normalization changes the upstream representation, not the public tool's meaning. +### tool search + +A built-in tool that lets a model discover and load deferred tool definitions at runtime. Preserve the exact +`tool_search`, `tool_search_call`, and `tool_search_output` spellings for their respective wire types. Qualify the +term as **client-executed tool search** when the caller, such as Codex, searches its own catalog; the gateway passes +that call and output through and does not execute the search. + +### deferred tool + +A tool whose full definition is loaded only when selected through tool search. Use the exact `defer_loading` spelling +for the wire field. For a namespace, `defer_loading` belongs to the nested function declaration rather than the +namespace object. + ### pass-through Forwarding a request, field, tool declaration, call, response, or error without executing it locally. Use @@ -360,6 +373,7 @@ These definitions follow current OpenAI documentation: - [Conversation state](https://developers.openai.com/api/docs/guides/conversation-state) - [Function calling](https://developers.openai.com/api/docs/guides/function-calling) - [Using tools](https://developers.openai.com/api/docs/guides/tools) +- [Tool search](https://developers.openai.com/api/docs/guides/tools-tool-search) - [MCP and Connectors](https://developers.openai.com/api/docs/guides/tools-connectors-mcp) - [Streaming API responses](https://developers.openai.com/api/docs/guides/streaming-responses) - [Reasoning models](https://developers.openai.com/api/docs/guides/reasoning) diff --git a/crates/agentic-server-core/src/events/normalize.rs b/crates/agentic-server-core/src/events/normalize.rs index 87269efa..b025d6f5 100644 --- a/crates/agentic-server-core/src/events/normalize.rs +++ b/crates/agentic-server-core/src/events/normalize.rs @@ -84,6 +84,12 @@ fn json_u32(json: &Value, key: &str) -> u32 { u32::try_from(json[key].as_u64().unwrap_or(0)).unwrap_or(u32::MAX) } +fn output_item_type(item: &Value) -> SSEItemType { + item.get("type") + .and_then(Value::as_str) + .map_or(SSEItemType::Message, SSEItemType::from) +} + fn extract_response_payload(json: &Value) -> EventPayload { let response = &json["response"]; EventPayload::Response { @@ -100,7 +106,7 @@ fn extract_output_item_added(json: &Value) -> EventPayload { let item = &json["item"]; EventPayload::OutputItemAdded { item_id: json_str(item, "id"), - item_type: SSEItemType::from(json_str(item, "type")), + item_type: output_item_type(item), output_index: json_u32(json, "output_index"), name: json_str_opt(item, "name"), namespace: json_str_opt(item, "namespace"), @@ -112,7 +118,7 @@ fn extract_output_item_done(json: &Value) -> EventPayload { let item = &json["item"]; EventPayload::OutputItemDone { item_id: json_str(item, "id"), - item_type: SSEItemType::from(json_str(item, "type")), + item_type: output_item_type(item), output_index: json_u32(json, "output_index"), item: item.clone(), } diff --git a/crates/agentic-server-core/src/events/types.rs b/crates/agentic-server-core/src/events/types.rs index a7334ca8..a8962b84 100644 --- a/crates/agentic-server-core/src/events/types.rs +++ b/crates/agentic-server-core/src/events/types.rs @@ -9,9 +9,12 @@ pub enum SSEItemType { Reasoning, FunctionCall, CustomToolCall, + ToolSearchCall, + ToolSearchOutput, WebSearchCall, McpCall, Message, + Unknown, } impl SSEItemType { @@ -21,9 +24,12 @@ impl SSEItemType { Self::Reasoning => "reasoning", Self::FunctionCall => "function_call", Self::CustomToolCall => "custom_tool_call", + Self::ToolSearchCall => "tool_search_call", + Self::ToolSearchOutput => "tool_search_output", Self::WebSearchCall => "web_search_call", Self::McpCall => "mcp_call", Self::Message => "message", + Self::Unknown => "unknown", } } } @@ -34,9 +40,12 @@ impl From<&str> for SSEItemType { "reasoning" => Self::Reasoning, "function_call" => Self::FunctionCall, "custom_tool_call" => Self::CustomToolCall, + "tool_search_call" => Self::ToolSearchCall, + "tool_search_output" => Self::ToolSearchOutput, "web_search_call" => Self::WebSearchCall, "mcp_call" => Self::McpCall, - _ => Self::Message, + "message" => Self::Message, + _ => Self::Unknown, } } } diff --git a/crates/agentic-server-core/src/executor/accumulator.rs b/crates/agentic-server-core/src/executor/accumulator.rs index fca3f9cc..ae67dda7 100644 --- a/crates/agentic-server-core/src/executor/accumulator.rs +++ b/crates/agentic-server-core/src/executor/accumulator.rs @@ -401,8 +401,11 @@ impl ResponseAccumulator { text: String::with_capacity(256), }), SSEItemType::WebSearchCall if !item_id.is_empty() => Some(InFlight::WebSearchCall { item: None }), - SSEItemType::WebSearchCall => None, SSEItemType::McpCall => McpCall::try_from(payload).ok().map(|item| InFlight::McpCall { item }), + SSEItemType::WebSearchCall + | SSEItemType::ToolSearchCall + | SSEItemType::ToolSearchOutput + | SSEItemType::Unknown => None, }; if let Some(item) = item { self.in_flight.insert( @@ -496,6 +499,14 @@ impl ResponseAccumulator { item.apply_done(payload, &mut String::new()); return; } + if matches!(item_type, SSEItemType::ToolSearchCall | SSEItemType::ToolSearchOutput) { + if let Some(output_item @ (OutputItem::ToolSearchCall(_) | OutputItem::ToolSearchOutput(_))) = + deserialize_from_value_opt::(raw_item.clone()) + { + self.completed.push((*output_index, output_item)); + } + return; + } if let Some(output_item @ OutputItem::McpCall(_)) = deserialize_from_value_opt::(raw_item.clone()) { self.completed.push((*output_index, output_item)); } @@ -527,6 +538,7 @@ impl ResponseAccumulator { model: model.to_string(), status: self.status.as_str().to_string(), output: self.output, + tools: None, usage: self.usage, incomplete_details: self.incomplete_details, error: self.error, @@ -1580,4 +1592,46 @@ mod tests { assert_eq!(call.input, "*** Begin Patch"); assert_eq!(call.status, Some(MessageStatus::Completed)); } + + #[test] + fn test_reasoning_precedes_done_only_tool_search_by_output_index() { + let lines = vec![ + r#"data: {"type":"response.output_item.added","output_index":0,"item":{"id":"rs_1","type":"reasoning","summary":[]}}"#.to_owned(), + r#"data: {"type":"response.reasoning_summary_text.delta","item_id":"rs_1","output_index":0,"delta":"Need a tool."}"#.to_owned(), + r#"data: {"type":"response.output_item.done","output_index":1,"item":{"type":"tool_search_call","execution":"client","call_id":"call_search","status":"completed","arguments":{"query":"shell"}}}"#.to_owned(), + r#"data: {"type":"response.completed","response":{"id":"resp_search","status":"completed","usage":null}}"#.to_owned(), + ]; + + let acc = ResponseAccumulator::from_sse_lines(lines, None); + assert_eq!(acc.output.len(), 2); + assert!(matches!(acc.output[0], OutputItem::Reasoning(_))); + assert!(matches!(acc.output[1], OutputItem::ToolSearchCall(_))); + } + + #[test] + fn test_tool_search_completion_order_is_sorted_by_output_index() { + let lines = vec![ + r#"data: {"type":"response.output_item.done","output_index":1,"item":{"type":"tool_search_output","execution":"client","call_id":"call_search","status":"completed","tools":[]}}"#.to_owned(), + r#"data: {"type":"response.output_item.done","output_index":0,"item":{"type":"tool_search_call","execution":"client","call_id":"call_search","status":"completed","arguments":{"query":"shell"}}}"#.to_owned(), + ]; + + let acc = ResponseAccumulator::from_sse_lines(lines, None); + assert_eq!(acc.output.len(), 2); + assert!(matches!(acc.output[0], OutputItem::ToolSearchCall(_))); + assert!(matches!(acc.output[1], OutputItem::ToolSearchOutput(_))); + } + + #[test] + fn test_tool_search_and_unknown_added_items_do_not_create_messages() { + let lines = vec![ + r#"data: {"type":"response.output_item.added","output_index":0,"item":{"type":"tool_search_call","execution":"client","call_id":"call_search","status":"in_progress","arguments":{}}}"#.to_owned(), + r#"data: {"type":"response.output_item.added","output_index":1,"item":{"id":"future_1","type":"future_item"}}"#.to_owned(), + r#"data: {"type":"response.output_item.done","output_index":0,"item":{"type":"tool_search_call","execution":"client","call_id":"call_search","status":"completed","arguments":{"query":"shell"}}}"#.to_owned(), + r#"data: {"type":"response.output_item.done","output_index":1,"item":{"id":"future_1","type":"future_item","payload":{"a":1}}}"#.to_owned(), + ]; + + let acc = ResponseAccumulator::from_sse_lines(lines, None); + assert_eq!(acc.output.len(), 1); + assert!(matches!(acc.output[0], OutputItem::ToolSearchCall(_))); + } } diff --git a/crates/agentic-server-core/src/executor/compaction.rs b/crates/agentic-server-core/src/executor/compaction.rs index 7d1eb91a..f6b0be2e 100644 --- a/crates/agentic-server-core/src/executor/compaction.rs +++ b/crates/agentic-server-core/src/executor/compaction.rs @@ -89,6 +89,8 @@ fn item_has_meaningful_context(item: &InputItem) -> bool { InputItem::FunctionCallOutput(output) => !output.output.trim().is_empty(), InputItem::CustomToolCall(call) => !call.name.trim().is_empty() || !call.input.trim().is_empty(), InputItem::CustomToolCallOutput(output) => value_has_content(&output.output), + InputItem::ToolSearchCall(call) => value_has_content(&call.arguments), + InputItem::ToolSearchOutput(output) => !output.tools.is_empty(), InputItem::Reasoning(reasoning) => { reasoning.content.iter().any(|content| !content.text.trim().is_empty()) || reasoning.summary.iter().any(value_has_content) diff --git a/crates/agentic-server-core/src/executor/engine.rs b/crates/agentic-server-core/src/executor/engine.rs index cf0d5744..5ac308e0 100644 --- a/crates/agentic-server-core/src/executor/engine.rs +++ b/crates/agentic-server-core/src/executor/engine.rs @@ -99,12 +99,13 @@ async fn run_until_gateway_tools_complete( auth: Option<&str>, stream_upstream: bool, mut stream: Option<(&mut GatewayStreamAccumulator, &mpsc::UnboundedSender)>, -) -> ExecutorResult<(ResponsePayload, RequestContext)> { +) -> ExecutorResult<(ResponsePayload, RequestContext, ToolRegistry)> { let mut executors = exec_ctx.gateway_executors.request_scoped(); - let registry: ToolRegistry = match ctx.enriched_request.tools.as_mut() { + let mut registry: ToolRegistry = match ctx.enriched_request.tools.as_mut() { Some(tools) => ToolRegistry::build_with_handlers(tools, &mut executors).await?, None => ToolRegistry::default(), }; + registry.load_tool_search_output(&ctx.enriched_request.input); let mut combined_output: Vec = Vec::new(); let mut combined_usage = None; @@ -128,20 +129,10 @@ async fn run_until_gateway_tools_complete( } else { (fetch_blocking_payload(&ctx, exec_ctx, auth).await?, Vec::new()) }; - registry.restore_final_payload_output(&mut payload.output); + registry.restore_final_payload(&mut payload); accumulate_usage(&mut combined_usage, payload.usage.take()); let current_output = std::mem::take(&mut payload.output); - for item in ¤t_output { - if let OutputItem::CustomToolCall(call) = item { - debug!( - response_id = %ctx.response_id, - call_id = %call.call_id, - name = %call.name, - input_bytes = call.input.len(), - "custom tool call requires client execution" - ); - } - } + log_client_execution_items(&ctx.response_id, ¤t_output); let has_client_owned = has_client_owned_calls(¤t_output, ®istry); let gateway_results = execute_and_emit_round_output_calls( ¤t_output, @@ -168,12 +159,12 @@ async fn run_until_gateway_tools_complete( gateway_results.into_iter().map(|result| result.input_item).collect(), ); finalize_loop(&mut payload, combined_output, combined_usage, &ctx); - return Ok((payload, ctx)); + return Ok((payload, ctx, registry)); } // No gateway work remains — this turn is the final response. LoopDecision::Done => { finalize_loop(&mut payload, combined_output, combined_usage, &ctx); - return Ok((payload, ctx)); + return Ok((payload, ctx, registry)); } // Budget exhausted while the model was still requesting gateway // tools: surface the accumulated work as a partial @@ -189,7 +180,7 @@ async fn run_until_gateway_tools_complete( finalize_loop(&mut payload, combined_output, combined_usage, &ctx); "incomplete".clone_into(&mut payload.status); payload.incomplete_details = Some(IncompleteDetails { reason: Some(reason) }); - return Ok((payload, ctx)); + return Ok((payload, ctx, registry)); } // Gateway tools ran and rounds remain; feed outputs back and loop. LoopDecision::Continue => { @@ -207,6 +198,30 @@ async fn run_until_gateway_tools_complete( unreachable!("the final round returns Done, RequiresClientAction, or Incomplete"); } +fn log_client_execution_items(response_id: &str, output: &[OutputItem]) { + for item in output { + match item { + OutputItem::CustomToolCall(call) => { + debug!( + response_id, + call_id = %call.call_id, + name = %call.name, + input_bytes = call.input.len(), + "custom tool call requires client execution" + ); + } + OutputItem::ToolSearchCall(call) if call.requires_client_execution() => { + debug!( + response_id, + call_id = ?call.call_id, + "tool search call requires client execution" + ); + } + _ => {} + } + } +} + async fn execute_and_emit_round_output_calls( output_items: &[OutputItem], registry: &ToolRegistry, @@ -332,7 +347,7 @@ async fn run_blocking( exec_ctx: &ExecutionContext, auth: Option<&str>, ) -> ExecutorResult { - let (payload, ctx) = run_until_gateway_tools_complete(ctx, exec_ctx, auth, false, None).await?; + let (payload, ctx, _registry) = run_until_gateway_tools_complete(ctx, exec_ctx, auth, false, None).await?; let ch = exec_ctx.conv_handler.clone(); let rh = exec_ctx.resp_handler.clone(); @@ -380,7 +395,7 @@ fn run_stream(ctx: RequestContext, exec_ctx: Arc, auth: Option yield stream_accumulator.executor_error_chunk(&e); yield DONE_MARKER.to_string(); } - Ok((Ok((payload, ctx)), mut stream_accumulator)) => { + Ok((Ok((payload, ctx, registry)), mut stream_accumulator)) => { while let Ok(event) = event_rx.try_recv() { yield consume_stream_event(event, &mut next_sequence_number); } @@ -391,7 +406,7 @@ fn run_stream(ctx: RequestContext, exec_ctx: Arc, auth: Option let ch = exec_ctx.conv_handler.clone(); let rh = exec_ctx.resp_handler.clone(); let mut terminal_accumulator = stream_accumulator.clone(); - let terminal_chunk = terminal_accumulator.terminal_response_chunk(&payload); + let terminal_chunk = terminal_accumulator.terminal_response_chunk(&payload, ®istry); match persist_if_needed(payload, ctx, ch, rh).await { Ok(()) => match terminal_chunk { Ok(chunk) => yield chunk, diff --git a/crates/agentic-server-core/src/executor/gateway.rs b/crates/agentic-server-core/src/executor/gateway.rs index 7e94e83a..4b52dae3 100644 --- a/crates/agentic-server-core/src/executor/gateway.rs +++ b/crates/agentic-server-core/src/executor/gateway.rs @@ -345,6 +345,8 @@ pub(super) fn emit_gateway_start_events( OutputItem::Message(_) | OutputItem::FunctionCall(_) | OutputItem::CustomToolCall(_) + | OutputItem::ToolSearchCall(_) + | OutputItem::ToolSearchOutput(_) | OutputItem::Reasoning(_) | OutputItem::Unknown => {} } @@ -381,6 +383,8 @@ pub(super) fn emit_gateway_completed_events( OutputItem::Message(_) | OutputItem::FunctionCall(_) | OutputItem::CustomToolCall(_) + | OutputItem::ToolSearchCall(_) + | OutputItem::ToolSearchOutput(_) | OutputItem::Reasoning(_) | OutputItem::Unknown => continue, }; diff --git a/crates/agentic-server-core/src/executor/gateway_accumulator.rs b/crates/agentic-server-core/src/executor/gateway_accumulator.rs index 9512fbc9..033f4a26 100644 --- a/crates/agentic-server-core/src/executor/gateway_accumulator.rs +++ b/crates/agentic-server-core/src/executor/gateway_accumulator.rs @@ -1,5 +1,6 @@ use crate::events::{EventFrame, EventPayload, SSEEventType, WireEvent, normalize_sse_line}; use crate::executor::error::{ExecutorError, ExecutorResult}; +use crate::tool::ToolRegistry; use crate::types::request_response::ResponsePayload; use crate::utils::common::{serialize_to_string, serialize_to_value}; use serde_json::Value; @@ -45,8 +46,13 @@ impl GatewayStreamAccumulator { rebase_output_index(&mut frame.wire, output_offset); } - pub(crate) fn terminal_response_chunk(&mut self, payload: &ResponsePayload) -> ExecutorResult { + pub(crate) fn terminal_response_chunk( + &mut self, + payload: &ResponsePayload, + registry: &ToolRegistry, + ) -> ExecutorResult { let mut frame = terminal_response_frame(payload)?; + registry.restore_stream_event_wire(&mut frame.wire); self.stamp_event(&mut frame, 0); serialize_sse_frame(&frame) } @@ -190,6 +196,8 @@ fn serialize_sse_frame(frame: &EventFrame) -> ExecutorResult { mod tests { use super::*; use crate::StorageError; + use crate::tool::GatewayExecutors; + use crate::types::tools::ResponsesTool; #[test] fn process_sse_line_numbers_and_rebases_output_index() { @@ -272,10 +280,79 @@ mod tests { })) .expect("valid response payload"); + let registry = ToolRegistry::default(); let chunk = accumulator - .terminal_response_chunk(&payload) + .terminal_response_chunk(&payload, ®istry) .expect("terminal event serializes"); assert!(chunk.contains("\"type\":\"response.in_progress\"")); assert!(chunk.contains("\"sequence_number\":1")); } + + #[tokio::test] + async fn completed_terminal_response_restores_client_tool_search_declarations() { + let mut tools: Vec = serde_json::from_value(serde_json::json!([ + { + "type": "tool_search", + "execution": "client", + "description": "search deferred tools", + "parameters": {"type": "object"} + }, + { + "type": "function", + "name": "get_shipping_eta", + "strict": false, + "defer_loading": true + } + ])) + .expect("valid client tool-search declarations"); + let mut executors = GatewayExecutors::default(); + let registry = ToolRegistry::build_with_handlers(&mut tools, &mut executors) + .await + .expect("valid tool registry"); + let payload: ResponsePayload = serde_json::from_value(serde_json::json!({ + "id": "resp_1", + "object": "response", + "created_at": 0, + "model": "test", + "status": "completed", + "output": [], + "usage": null, + "incomplete_details": null, + "error": null, + "previous_response_id": null, + "conversation_id": null, + "instructions": null + })) + .expect("valid response payload"); + + let chunk = GatewayStreamAccumulator::new() + .terminal_response_chunk(&payload, ®istry) + .expect("terminal event serializes"); + let data = chunk + .trim_end_matches('\n') + .strip_prefix("data: ") + .expect("SSE data prefix"); + let event: serde_json::Value = serde_json::from_str(data).expect("valid terminal event JSON"); + let response_tools = event["response"]["tools"] + .as_array() + .expect("terminal response should expose tools"); + + assert_eq!(event["type"], "response.completed"); + assert!( + response_tools + .iter() + .any(|tool| { tool["type"] == "tool_search" && tool["execution"] == "client" }) + ); + assert!(response_tools.iter().any(|tool| { + tool["type"] == "function" + && tool["name"] == "get_shipping_eta" + && tool["defer_loading"] == true + && tool["strict"] == false + })); + assert!( + !response_tools + .iter() + .any(|tool| { tool["type"] == "function" && tool["name"] == "tool_search" }) + ); + } } diff --git a/crates/agentic-server-core/src/executor/upstream.rs b/crates/agentic-server-core/src/executor/upstream.rs index 14eea041..976dc023 100644 --- a/crates/agentic-server-core/src/executor/upstream.rs +++ b/crates/agentic-server-core/src/executor/upstream.rs @@ -7,7 +7,7 @@ use serde_json::Value; use crate::events::{EventFrame, EventPayload, SSEEventType, SSEItemType, WireEvent}; use crate::executor::accumulator::ResponseAccumulator; use crate::executor::error::{ExecutorError, ExecutorResult}; -use crate::executor::gateway_accumulator::{GatewayStreamAccumulator, StreamEvent, emit_sse_frame}; +use crate::executor::gateway_accumulator::{GatewayStreamAccumulator, StreamEvent, emit_sse_frame, synthetic_event}; use crate::executor::inference::{call_inference, fetch_response_json}; use crate::executor::request::{ExecutionContext, RequestContext}; use crate::tool::ToolRegistry; @@ -73,6 +73,7 @@ pub(super) async fn fetch_stream_payload( )); let mut acc = ResponseAccumulator::new(ctx.response_id.clone(), ctx.conversation_id.clone()); let mut hidden_gateway_item_ids = HashSet::new(); + let mut fallback_tool_search_item_ids = HashSet::new(); let mut pending_unnamed_function_events = HashMap::>::new(); let mut defer_from_output_index = None; let mut deferred_events = Vec::new(); @@ -92,6 +93,7 @@ pub(super) async fn fetch_stream_payload( frame, &mut emit_ctx, &mut hidden_gateway_item_ids, + &mut fallback_tool_search_item_ids, &mut pending_unnamed_function_events, &mut defer_from_output_index, &mut deferred_events, @@ -144,10 +146,21 @@ fn emit_upstream_stream_event( frame: EventFrame, emit_ctx: &mut StreamEmitContext<'_>, hidden_gateway_item_ids: &mut HashSet, + fallback_tool_search_item_ids: &mut HashSet, pending_unnamed_function_events: &mut HashMap>, defer_from_output_index: &mut Option, deferred_events: &mut Vec, ) -> ExecutorResult<()> { + if handle_fallback_tool_search_event( + &frame, + emit_ctx, + fallback_tool_search_item_ids, + pending_unnamed_function_events, + *defer_from_output_index, + deferred_events, + )? { + return Ok(()); + } defer_after_gateway_call(&frame, emit_ctx.registry, defer_from_output_index); if should_hide_upstream_event( frame.event_type, @@ -174,6 +187,124 @@ fn emit_upstream_stream_event( emit_or_defer_stream_frame(frame, emit_ctx, *defer_from_output_index, deferred_events) } +fn handle_fallback_tool_search_event( + frame: &EventFrame, + emit_ctx: &mut StreamEmitContext<'_>, + fallback_item_ids: &mut HashSet, + pending_unnamed_function_events: &mut HashMap>, + defer_from_output_index: Option, + deferred_events: &mut Vec, +) -> ExecutorResult { + if !emit_ctx.registry.can_restore_tool_search_fallback() { + return Ok(false); + } + + match (&frame.event_type, &frame.payload) { + ( + SSEEventType::OutputItemAdded, + EventPayload::OutputItemAdded { + item_id, + item_type: SSEItemType::FunctionCall, + name: Some(name), + namespace: None, + call_id: Some(call_id), + .. + }, + ) if name == crate::tool::TOOL_SEARCH_NAME && !call_id.is_empty() => { + fallback_item_ids.insert(item_id.clone()); + Ok(false) + } + ( + SSEEventType::FunctionCallArgumentsDelta | SSEEventType::FunctionCallArgumentsDone, + EventPayload::FunctionCallArgsDelta { item_id, .. } | EventPayload::FunctionCallArgsDone { item_id, .. }, + ) if fallback_item_ids.contains(item_id) => Ok(true), + ( + SSEEventType::FunctionCallArgumentsDone, + EventPayload::FunctionCallArgsDone { + item_id, + call_id: Some(call_id), + name, + output_index, + .. + }, + ) if name == crate::tool::TOOL_SEARCH_NAME + && !call_id.is_empty() + && pending_function_is_unqualified(item_id, pending_unnamed_function_events) => + { + pending_unnamed_function_events.remove(item_id); + fallback_item_ids.insert(item_id.clone()); + let added = fallback_tool_search_added_frame(call_id, *output_index)?; + emit_or_defer_stream_frame(added, emit_ctx, defer_from_output_index, deferred_events)?; + Ok(true) + } + ( + SSEEventType::OutputItemDone, + EventPayload::OutputItemDone { + item_id, + item_type: SSEItemType::FunctionCall, + item, + output_index, + }, + ) if is_unqualified_tool_search_function(item) => { + if !fallback_item_ids.contains(item_id) + && let Some(call_id) = item + .get("call_id") + .and_then(Value::as_str) + .filter(|call_id| !call_id.is_empty()) + { + fallback_item_ids.insert(item_id.clone()); + let added = fallback_tool_search_added_frame(call_id, *output_index)?; + emit_or_defer_stream_frame(added, emit_ctx, defer_from_output_index, deferred_events)?; + } + pending_unnamed_function_events.remove(item_id); + Ok(false) + } + _ => Ok(false), + } +} + +fn pending_function_is_unqualified( + item_id: &str, + pending_unnamed_function_events: &HashMap>, +) -> bool { + pending_unnamed_function_events + .get(item_id) + .and_then(|events| events.first()) + .is_some_and(|frame| { + matches!( + frame.payload, + EventPayload::OutputItemAdded { + item_type: SSEItemType::FunctionCall, + namespace: None, + .. + } + ) + }) +} + +fn is_unqualified_tool_search_function(item: &Value) -> bool { + item.get("name").and_then(Value::as_str) == Some(crate::tool::TOOL_SEARCH_NAME) + && item.get("namespace").and_then(Value::as_str).is_none() +} + +fn fallback_tool_search_added_frame(call_id: &str, output_index: u32) -> ExecutorResult { + let mut frame = synthetic_event( + SSEEventType::OutputItemAdded, + [( + "item".to_owned(), + serde_json::json!({ + "type": "tool_search_call", + "execution": "client", + "call_id": call_id, + "status": "in_progress", + "arguments": {} + }), + )], + )?; + frame.wire.output_index = Some(u64::from(output_index)); + Ok(frame) +} + pub(super) fn emit_deferred_stream_events( deferred_events: Vec, request: &RequestContext, @@ -413,3 +544,239 @@ fn apply_context_response_ids(wire: &mut WireEvent, ctx: &RequestContext) { response.insert("conversation_id".to_owned(), Value::String(conversation_id.clone())); } } + +#[cfg(test)] +mod tests { + use super::*; + use crate::events::normalize_sse_line; + use crate::tool::GatewayExecutors; + use crate::types::request_response::RequestPayload; + + fn emitted_event(receiver: &mut tokio::sync::mpsc::UnboundedReceiver) -> Value { + let event = receiver.try_recv().expect("emitted SSE event"); + let data = event + .content + .strip_prefix("data: ") + .and_then(|line| line.strip_suffix("\n\n")) + .expect("SSE data framing"); + let value: Value = serde_json::from_str(data).expect("valid emitted JSON"); + assert_eq!(value["sequence_number"], event.sequence_number); + value + } + + async fn client_tool_search_fixture() -> (RequestContext, ToolRegistry) { + let mut request: RequestPayload = serde_json::from_value(serde_json::json!({ + "model": "test", + "input": "find a tool", + "tools": [{ + "type": "tool_search", + "execution": "client", + "description": "Search deferred tools", + "parameters": { + "type": "object", + "properties": {"query": {"type": "string"}}, + "required": ["query"] + } + }] + })) + .expect("valid request"); + let mut executors = GatewayExecutors::default(); + let registry = + ToolRegistry::build_with_handlers(request.tools.as_deref_mut().expect("declared tools"), &mut executors) + .await + .expect("valid registry"); + let context = RequestContext { + original_request: request.clone(), + enriched_request: request, + new_input_items: Vec::new(), + response_id: "resp_gateway".to_owned(), + conversation_id: None, + conversation_version: None, + }; + (context, registry) + } + + #[tokio::test] + async fn fallback_stream_emits_only_canonical_tool_search_lifecycle() { + let (context, registry) = client_tool_search_fixture().await; + + let cases = [ + [ + r#"data: {"type":"response.output_item.added","output_index":2,"item":{"id":"fc_search","type":"function_call","call_id":"call_search","name":"tool_search","status":"in_progress","arguments":""}}"#, + r#"data: {"type":"response.function_call_arguments.delta","item_id":"fc_search","output_index":2,"call_id":"call_search","delta":"{\"query\":\"shell\"}"}"#, + r#"data: {"type":"response.function_call_arguments.done","item_id":"fc_search","output_index":2,"call_id":"call_search","name":"tool_search","arguments":"{\"query\":\"shell\"}"}"#, + r#"data: {"type":"response.output_item.done","output_index":2,"item":{"id":"fc_search","type":"function_call","call_id":"call_search","name":"tool_search","status":"completed","arguments":"{\"query\":\"shell\"}"}}"#, + ], + [ + r#"data: {"type":"response.output_item.added","output_index":2,"item":{"id":"fc_search","type":"function_call","call_id":"call_search"}}"#, + r#"data: {"type":"response.function_call_arguments.delta","item_id":"fc_search","output_index":2,"call_id":"call_search","delta":"{\"query\":"}"#, + r#"data: {"type":"response.function_call_arguments.done","item_id":"fc_search","output_index":2,"call_id":"call_search","name":"tool_search","arguments":"{\"query\":\"shell\"}"}"#, + r#"data: {"type":"response.output_item.done","output_index":2,"item":{"id":"fc_search","type":"function_call","call_id":"call_search","name":"tool_search","status":"completed","arguments":"{\"query\":\"shell\"}"}}"#, + ], + ]; + + for lines in cases { + let (sender, mut receiver) = tokio::sync::mpsc::unbounded_channel(); + let mut accumulator = GatewayStreamAccumulator::new(); + let mut emit_context = StreamEmitContext { + request: &context, + registry: ®istry, + sender: &sender, + accumulator: &mut accumulator, + output_offset: 4, + }; + let mut hidden_ids = HashSet::new(); + let mut fallback_ids = HashSet::new(); + let mut pending = HashMap::new(); + let mut defer_from_output_index = None; + let mut deferred = Vec::new(); + + for line in lines { + let frame = normalize_sse_line(line).expect("valid upstream SSE event"); + emit_upstream_stream_event( + frame, + &mut emit_context, + &mut hidden_ids, + &mut fallback_ids, + &mut pending, + &mut defer_from_output_index, + &mut deferred, + ) + .expect("event emission succeeds"); + } + + assert!(deferred.is_empty()); + let added = emitted_event(&mut receiver); + assert_eq!(added["type"], "response.output_item.added"); + assert_eq!(added["sequence_number"], 0); + assert_eq!(added["output_index"], 6); + assert_eq!(added["item"]["type"], "tool_search_call"); + assert_eq!(added["item"]["execution"], "client"); + assert_eq!(added["item"]["call_id"], "call_search"); + assert_eq!(added["item"]["status"], "in_progress"); + assert_eq!(added["item"]["arguments"], serde_json::json!({})); + assert!(added["item"].get("id").is_none()); + assert!(added["item"].get("name").is_none()); + + let done = emitted_event(&mut receiver); + assert_eq!(done["type"], "response.output_item.done"); + assert_eq!(done["sequence_number"], 1); + assert_eq!(done["output_index"], 6); + assert_eq!(done["item"]["type"], "tool_search_call"); + assert_eq!(done["item"]["execution"], "client"); + assert_eq!(done["item"]["call_id"], "call_search"); + assert_eq!(done["item"]["status"], "completed"); + assert_eq!(done["item"]["arguments"]["query"], "shell"); + assert!(done["item"].get("id").is_none()); + assert!(done["item"].get("name").is_none()); + assert!(receiver.try_recv().is_err()); + } + } + + #[tokio::test] + async fn malformed_known_tool_search_without_call_id_passes_through() { + let (context, registry) = client_tool_search_fixture().await; + let cases = [ + [ + r#"data: {"type":"response.output_item.added","output_index":2,"item":{"id":"fc_search","type":"function_call","name":"tool_search","status":"in_progress","arguments":""}}"#, + r#"data: {"type":"response.function_call_arguments.delta","item_id":"fc_search","output_index":2,"delta":"{\"query\":"}"#, + r#"data: {"type":"response.function_call_arguments.done","item_id":"fc_search","output_index":2,"name":"tool_search","arguments":"{\"query\":\"shell\"}"}"#, + r#"data: {"type":"response.output_item.done","output_index":2,"item":{"id":"fc_search","type":"function_call","name":"tool_search","status":"completed","arguments":"{\"query\":\"shell\"}"}}"#, + ], + [ + r#"data: {"type":"response.output_item.added","output_index":2,"item":{"id":"fc_search","type":"function_call","call_id":"","name":"tool_search","status":"in_progress","arguments":""}}"#, + r#"data: {"type":"response.function_call_arguments.delta","item_id":"fc_search","output_index":2,"call_id":"","delta":"{\"query\":"}"#, + r#"data: {"type":"response.function_call_arguments.done","item_id":"fc_search","output_index":2,"call_id":"","name":"tool_search","arguments":"{\"query\":\"shell\"}"}"#, + r#"data: {"type":"response.output_item.done","output_index":2,"item":{"id":"fc_search","type":"function_call","call_id":"","name":"tool_search","status":"completed","arguments":"{\"query\":\"shell\"}"}}"#, + ], + ]; + + for lines in cases { + let (sender, mut receiver) = tokio::sync::mpsc::unbounded_channel(); + let mut accumulator = GatewayStreamAccumulator::new(); + let mut emit_context = StreamEmitContext { + request: &context, + registry: ®istry, + sender: &sender, + accumulator: &mut accumulator, + output_offset: 0, + }; + let mut hidden_ids = HashSet::new(); + let mut fallback_ids = HashSet::new(); + let mut pending = HashMap::new(); + let mut defer_from_output_index = None; + let mut deferred = Vec::new(); + + for line in lines { + let frame = normalize_sse_line(line).expect("valid upstream SSE event"); + emit_upstream_stream_event( + frame, + &mut emit_context, + &mut hidden_ids, + &mut fallback_ids, + &mut pending, + &mut defer_from_output_index, + &mut deferred, + ) + .expect("event emission succeeds"); + } + + let emitted = std::array::from_fn::<_, 4, _>(|_| emitted_event(&mut receiver)); + assert_eq!(emitted[0]["type"], "response.output_item.added"); + assert_eq!(emitted[0]["item"]["type"], "function_call"); + assert_eq!(emitted[1]["type"], "response.function_call_arguments.delta"); + assert_eq!(emitted[2]["type"], "response.function_call_arguments.done"); + assert_eq!(emitted[3]["type"], "response.output_item.done"); + assert_eq!(emitted[3]["item"]["type"], "function_call"); + assert!(receiver.try_recv().is_err()); + } + } + + #[tokio::test] + async fn done_only_tool_search_synthesizes_one_added_event() { + let (context, registry) = client_tool_search_fixture().await; + let (sender, mut receiver) = tokio::sync::mpsc::unbounded_channel(); + let mut accumulator = GatewayStreamAccumulator::new(); + let mut emit_context = StreamEmitContext { + request: &context, + registry: ®istry, + sender: &sender, + accumulator: &mut accumulator, + output_offset: 3, + }; + let mut hidden_ids = HashSet::new(); + let mut fallback_ids = HashSet::new(); + let mut pending = HashMap::new(); + let mut defer_from_output_index = None; + let mut deferred = Vec::new(); + let line = r#"data: {"type":"response.output_item.done","output_index":2,"item":{"id":"fc_search","type":"function_call","call_id":"call_search","name":"tool_search","status":"completed","arguments":"{\"query\":\"shell\"}"}}"#; + + for _ in 0..2 { + let frame = normalize_sse_line(line).expect("valid upstream SSE event"); + emit_upstream_stream_event( + frame, + &mut emit_context, + &mut hidden_ids, + &mut fallback_ids, + &mut pending, + &mut defer_from_output_index, + &mut deferred, + ) + .expect("event emission succeeds"); + } + + let added = emitted_event(&mut receiver); + assert_eq!(added["type"], "response.output_item.added"); + assert_eq!(added["output_index"], 5); + assert_eq!(added["item"]["type"], "tool_search_call"); + assert_eq!(added["item"]["call_id"], "call_search"); + for expected_sequence in [1, 2] { + let done = emitted_event(&mut receiver); + assert_eq!(done["type"], "response.output_item.done"); + assert_eq!(done["sequence_number"], expected_sequence); + assert_eq!(done["output_index"], 5); + assert_eq!(done["item"]["type"], "tool_search_call"); + } + assert!(receiver.try_recv().is_err()); + } +} diff --git a/crates/agentic-server-core/src/lib.rs b/crates/agentic-server-core/src/lib.rs index 8e7254da..051030f3 100644 --- a/crates/agentic-server-core/src/lib.rs +++ b/crates/agentic-server-core/src/lib.rs @@ -26,7 +26,8 @@ pub use types::{ InputImageContent, InputItem, InputMessage, InputMessageContent, InputTextContent, InputTokenDetails, McpCall, McpCallStatus, McpToolParam, NonEmptyToolName, OutputItem, OutputMessage, OutputTextContent, OutputTokenDetails, ReasoningOutput, ReasoningTextContent, RequestPayload, ResponsePayload, ResponseUsage, ResponsesInput, - ResponsesTool, ToolChoice, UpstreamRequest, UpstreamTool, WebSearchAction, WebSearchActionFindInPage, + ResponsesTool, ToolChoice, ToolSearchCall, ToolSearchExecution, ToolSearchOutput, ToolSearchStatus, + ToolSearchToolParam, UpstreamRequest, UpstreamTool, WebSearchAction, WebSearchActionFindInPage, WebSearchActionOpenPage, WebSearchActionSearch, WebSearchCall, WebSearchCallStatus, WebSearchContextSize, WebSearchFilters, WebSearchSource, WebSearchToolParam, WebSearchUserLocation, }; diff --git a/crates/agentic-server-core/src/storage/models/item.rs b/crates/agentic-server-core/src/storage/models/item.rs index e6cc81a8..ed468f34 100644 --- a/crates/agentic-server-core/src/storage/models/item.rs +++ b/crates/agentic-server-core/src/storage/models/item.rs @@ -7,7 +7,7 @@ use tracing::warn; use super::super::pool::{DbPool, DbResult, DbTransaction}; use super::super::types::item::{InOutItem, ItemKind, STORED_ITEM_KIND_KEY}; use crate::types::io::{InputItem, OutputItem}; -use crate::utils::common::{deserialize_from_str_opt, utcnow_str}; +use crate::utils::common::{deserialize_from_str_opt, deserialize_from_value_opt, utcnow_str}; const ITEM_COLUMN_COUNT: usize = 5; const SEQUENCE_COLUMN_INDEX: usize = 4; @@ -41,13 +41,13 @@ impl Item { /// Deserialize data column as `InputItem`. #[must_use] pub fn as_input(&self) -> Option { - deserialize_from_str_opt(&self.data) + deserialize_from_value_opt(self.data_without_storage_marker()?) } /// Deserialize data column as `OutputItem`. #[must_use] pub fn as_output(&self) -> Option { - deserialize_from_str_opt(&self.data) + deserialize_from_value_opt(self.data_without_storage_marker()?) } /// Deserialize data column as either `InputItem` or `OutputItem`. @@ -92,6 +92,12 @@ impl Item { let value = deserialize_from_str_opt::(&self.data)?; ItemKind::from_stored_str(value.get(STORED_ITEM_KIND_KEY)?.as_str()?) } + + fn data_without_storage_marker(&self) -> Option { + let mut value = deserialize_from_str_opt::(&self.data)?; + value.as_object_mut()?.remove(STORED_ITEM_KIND_KEY); + Some(value) + } } fn item_values_clause(row_count: usize, first_bind_index: usize, sequence_from_cte: bool) -> String { @@ -250,7 +256,10 @@ pub async fn last_conversation_sequence_in_tx( mod tests { use super::*; use crate::types::event::MessageStatus; - use crate::types::io::{InputItem, OutputItem, ReasoningOutput, ReasoningTextContent}; + use crate::types::io::{ + InputItem, OutputItem, ReasoningOutput, ReasoningTextContent, ToolSearchCall, ToolSearchStatus, + }; + use crate::types::tools::ToolSearchExecution; #[test] fn item_values_clause_numbers_plain_rows() { @@ -430,6 +439,32 @@ mod tests { println!("storage marker stripped: _agentic_item_kind absent"); } + #[test] + fn test_tool_search_call_round_trips_through_stored_item() { + let stored = InOutItem::Output(OutputItem::ToolSearchCall(ToolSearchCall { + execution: Some(ToolSearchExecution::Client), + call_id: Some("call_search_1".to_string()), + status: Some(ToolSearchStatus::Completed), + arguments: serde_json::json!({"goal": "Find shell tools"}), + extra: std::collections::HashMap::new(), + })); + let item = Item { + id: "item_tool_search_call".to_string(), + data: String::try_from(&stored).expect("serialization failed"), + created_at: 1_704_067_200, + conversation_id: None, + seq: None, + }; + + let inputs = InOutItem::into_input_items(vec![item.as_inout().expect("stored item")]); + let value = serde_json::to_value(&inputs[0]).expect("input value"); + assert_eq!(value["type"], "tool_search_call"); + assert_eq!(value["execution"], "client"); + assert_eq!(value["call_id"], "call_search_1"); + assert_eq!(value["arguments"]["goal"], "Find shell tools"); + assert!(value.get(STORED_ITEM_KIND_KEY).is_none()); + } + #[test] fn test_multiple_namespaced_function_calls_rehydrate_without_storage_marker() { let stored_items = [ diff --git a/crates/agentic-server-core/src/storage/types/item.rs b/crates/agentic-server-core/src/storage/types/item.rs index 5159d4ea..36079f2c 100644 --- a/crates/agentic-server-core/src/storage/types/item.rs +++ b/crates/agentic-server-core/src/storage/types/item.rs @@ -122,8 +122,9 @@ mod tests { use crate::types::event::MessageStatus; use crate::types::io::{ FunctionToolCall, InputContent, InputMessage, InputMessageContent, OutputMessage, OutputTextContent, - ReasoningOutput, ReasoningTextContent, + ReasoningOutput, ReasoningTextContent, ToolSearchCall, ToolSearchOutput, ToolSearchStatus, }; + use crate::types::tools::ToolSearchExecution; #[test] fn test_inout_item_from_input() { @@ -243,6 +244,40 @@ mod tests { } } + #[test] + fn test_into_input_items_preserves_tool_search_call_and_output() { + let call = ToolSearchCall { + execution: Some(ToolSearchExecution::Client), + call_id: Some("call_search_1".to_string()), + status: Some(ToolSearchStatus::Completed), + arguments: serde_json::json!({"goal": "Find shell tools"}), + extra: std::collections::HashMap::new(), + }; + let output = ToolSearchOutput { + execution: Some(ToolSearchExecution::Client), + call_id: Some("call_search_1".to_string()), + status: Some(ToolSearchStatus::Completed), + tools: vec![serde_json::json!({ + "type": "function", + "name": "run", + "defer_loading": true, + "parameters": {"type": "object"} + })], + extra: std::collections::HashMap::new(), + }; + let history = vec![ + InOutItem::Output(OutputItem::ToolSearchCall(call)), + InOutItem::Output(OutputItem::ToolSearchOutput(output)), + ]; + + let inputs = InOutItem::into_input_items(history); + assert!(matches!(inputs[0], InputItem::ToolSearchCall(_))); + assert!(matches!(inputs[1], InputItem::ToolSearchOutput(_))); + let values = serde_json::to_value(inputs).unwrap(); + assert_eq!(values[0]["call_id"], "call_search_1"); + assert_eq!(values[1]["tools"][0]["name"], "run"); + } + #[test] fn test_item_kind_serialization() { let kind = ItemKind::Input; diff --git a/crates/agentic-server-core/src/tool/codex.rs b/crates/agentic-server-core/src/tool/codex.rs index 5130b8a6..becfc19d 100644 --- a/crates/agentic-server-core/src/tool/codex.rs +++ b/crates/agentic-server-core/src/tool/codex.rs @@ -425,6 +425,7 @@ fn typed_top_level_registry_keys(tools: &[ResponsesTool]) -> HashMap return None, }; tool.tool_type().map(|tool_type| (registry_key, tool_type)) diff --git a/crates/agentic-server-core/src/tool/function.rs b/crates/agentic-server-core/src/tool/function.rs index 45fa6b67..ba4af0b4 100644 --- a/crates/agentic-server-core/src/tool/function.rs +++ b/crates/agentic-server-core/src/tool/function.rs @@ -17,6 +17,7 @@ impl From<&FunctionToolParam> for FunctionTool { description: p.description.clone(), parameters: p.parameters.clone(), strict: p.strict, + defer_loading: p.defer_loading, } } } diff --git a/crates/agentic-server-core/src/tool/mcp/handler.rs b/crates/agentic-server-core/src/tool/mcp/handler.rs index a34aee4e..ebca6c6d 100644 --- a/crates/agentic-server-core/src/tool/mcp/handler.rs +++ b/crates/agentic-server-core/src/tool/mcp/handler.rs @@ -369,6 +369,7 @@ fn mcp_tool_to_function_tool(name: &str, tool: &rmcp::model::Tool) -> FunctionTo description: tool.description.as_ref().map(ToString::to_string), parameters: Some(parameters), strict: Some(false), + defer_loading: None, } } diff --git a/crates/agentic-server-core/src/tool/mod.rs b/crates/agentic-server-core/src/tool/mod.rs index 868bf8b0..684fb1e9 100644 --- a/crates/agentic-server-core/src/tool/mod.rs +++ b/crates/agentic-server-core/src/tool/mod.rs @@ -10,6 +10,7 @@ pub mod handler; pub mod mcp; pub mod normalize; pub mod registry; +mod tool_search; pub mod web_search; pub use codex::{CodexNamespaceHandler, NamespaceMap, model_visible_namespace_member_name}; @@ -18,4 +19,7 @@ pub use function::FunctionHandler; pub use handler::{GatewayExecutor, ToolError, ToolHandler, ToolOutput}; pub use mcp::{McpClient, McpClientPool, McpDiscoveredHandler, McpError, McpHandler, McpOperation, McpServerEntry}; pub use registry::{GatewayDispatchResult, ToolEntry, ToolRegistry, ToolType}; +pub(crate) use tool_search::{ + TOOL_SEARCH_NAME, loaded_function_identities, loaded_function_names, loaded_function_tools, +}; pub use web_search::WebSearchHandler; diff --git a/crates/agentic-server-core/src/tool/normalize.rs b/crates/agentic-server-core/src/tool/normalize.rs index b07e63eb..52c35542 100644 --- a/crates/agentic-server-core/src/tool/normalize.rs +++ b/crates/agentic-server-core/src/tool/normalize.rs @@ -1,6 +1,6 @@ use crate::types::io::FunctionTool; use crate::types::io::input::FunctionToolResultMessage; -use crate::types::tools::ResponsesTool; +use crate::types::tools::{ResponsesTool, ToolSearchExecution}; use crate::utils::common::serialize_to_value_or_custom_default; use super::codex::CodexNamespaceHandler; @@ -8,6 +8,7 @@ use super::function::FunctionHandler; use super::handler::{ToolHandler, ToolOutput}; use super::mcp::McpHandler; use super::registry::ToolType; +use super::tool_search::tool_search_function_tool; use super::web_search::web_search_function_tool; impl ResponsesTool { @@ -21,7 +22,7 @@ impl ResponsesTool { Self::FileSearch(_) => Some(ToolType::FileSearch), Self::CodeInterpreter(_) => Some(ToolType::CodeInterpreter), Self::Namespace(_) => Some(ToolType::CodexNamespace), - Self::Custom(_) | Self::Unknown => None, + Self::Custom(_) | Self::ToolSearch(_) | Self::Unknown => None, } } @@ -36,9 +37,12 @@ impl ResponsesTool { /// Returns an empty list and logs at `debug` level if the name is empty. /// - `Mcp` variants convert gateway MCP built-ins to the function specs /// vLLM can call. - /// - `Custom` variants return no function tools because - /// `RequestPayload::to_upstream_request()` forwards their native - /// Responses declarations separately. + /// - Client-executed `ToolSearch` converts to the ordinary `tool_search` + /// function fallback understood by providers without native dynamic-tool + /// support. Hosted declarations stay native in upstream conversion. + /// - `Custom` returns no function tools because + /// `RequestPayload::to_upstream_request()` forwards its native Responses + /// declaration separately. /// - Unimplemented variants (`FileSearch`, `CodeInterpreter`) return /// an empty list and emit a `tracing::debug!`. /// @@ -81,6 +85,18 @@ impl ResponsesTool { tracing::debug!(name = %p.name, "custom tool retained for native upstream forwarding"); vec![] } + Self::ToolSearch(p) => { + if p.execution == Some(ToolSearchExecution::Client) { + tracing::debug!("normalizing client tool_search declaration to provider function"); + vec![tool_search_function_tool(p)] + } else { + tracing::debug!( + execution = ?p.execution, + "hosted tool_search declaration retained for native upstream forwarding" + ); + vec![] + } + } Self::Unknown => { tracing::debug!("unknown tool skipped in normalize"); vec![] diff --git a/crates/agentic-server-core/src/tool/registry.rs b/crates/agentic-server-core/src/tool/registry.rs index f8241f43..37ecf1cf 100644 --- a/crates/agentic-server-core/src/tool/registry.rs +++ b/crates/agentic-server-core/src/tool/registry.rs @@ -10,13 +10,17 @@ use super::executors::GatewayExecutors; use super::function::insert_function_entry; use super::mcp::handler::{McpToolMap, McpToolRef}; use super::mcp::registry::insert_discovered_mcp_entry; +use super::tool_search; use super::web_search::insert_web_search_entry; use super::{CodexNamespaceHandler, GatewayExecutor, McpHandler, NamespaceMap, ToolError, ToolOutput}; use crate::events::WireEvent; use crate::types::io::OutputItem; use crate::types::io::output::FunctionToolCall; -use crate::types::tools::{CodeInterpreterToolParam, FileSearchToolParam, ResponsesTool}; +use crate::types::request_response::ResponsePayload; +use crate::types::tools::{ + CodeInterpreterToolParam, CodexNamespaceMember, FileSearchToolParam, ResponsesTool, ToolSearchExecution, +}; use crate::utils::common::serialize_to_value_or_custom_default; #[derive(Debug, Clone, Copy, PartialEq, Eq, Hash, Serialize, Deserialize)] @@ -166,6 +170,52 @@ pub struct ToolRegistry { /// Maps model-visible MCP function names back to their public server and /// tool identities without reparsing executor configuration. mcp_tool_map: McpToolMap, + + /// Tool-search identity is request-scoped: only a declared client search + /// may restore the provider's ordinary function fallback. + client_tool_search: bool, + client_tool_search_declarations: Option, + loaded_tool_namespaces: HashMap, + tool_search_name_owned: bool, +} + +#[derive(Debug)] +struct ClientToolSearchDeclarations { + typed: Vec, + wire: Value, +} + +impl ClientToolSearchDeclarations { + fn mark_loaded(&mut self, loaded: &tool_search::LoadedFunctionIdentities) { + for declaration in &mut self.typed { + match declaration { + ResponsesTool::Function(function) + if function.defer_loading == Some(true) && loaded.contains_top_level(function.name.as_ref()) => + { + function.defer_loading = None; + } + ResponsesTool::Namespace(namespace) => { + for member in &mut namespace.tools { + let CodexNamespaceMember::Function(function) = member else { + continue; + }; + if function.defer_loading == Some(true) + && loaded.contains_namespaced(&namespace.name, function.name.as_ref()) + { + function.defer_loading = None; + } + } + } + _ => {} + } + } + self.wire = serialize_to_value_or_custom_default( + &self.typed, + "failed to update loaded client tool-search response declarations", + |wire| wire, + self.wire.clone(), + ); + } } impl ToolRegistry { @@ -187,6 +237,31 @@ impl ToolRegistry { ) -> Result { let mut entries = HashMap::with_capacity(tools.len()); let mut mcp_tool_map = McpToolMap::default(); + let client_tool_search = tools.iter().any(|tool| { + matches!( + tool, + ResponsesTool::ToolSearch(search) + if search.execution == Some(ToolSearchExecution::Client) + ) + }); + let client_tool_search_declarations = if client_tool_search { + let mut declarations = tools.to_vec(); + declarations + .iter_mut() + .for_each(ResponsesTool::sanitize_for_persistence); + let wire = serialize_to_value_or_custom_default( + &declarations, + "failed to preserve client tool-search response declarations", + Some, + None, + ); + wire.map(|wire| ClientToolSearchDeclarations { + typed: declarations, + wire, + }) + } else { + None + }; // Namespace members must be keyed by the same flat, model-visible name // the model will call, so resolve them first — the same pure pass used // to build the upstream request. @@ -231,6 +306,9 @@ impl ToolRegistry { ResponsesTool::Custom(p) => { tracing::debug!(name = %p.name, "client-owned custom tool skipped in function registry"); } + ResponsesTool::ToolSearch(p) => { + tracing::debug!(execution = ?p.execution, "tool_search skipped in dispatch registry"); + } ResponsesTool::Unknown => { tracing::debug!("unknown tool declared but skipped in registry"); } @@ -238,11 +316,16 @@ impl ToolRegistry { } let namespace_map = CodexNamespaceHandler.build_namespace_map((!tools.is_empty()).then_some(tools))?; + let tool_search_name_owned = entries.contains_key(tool_search::TOOL_SEARCH_NAME); Ok(Self { entries, namespace_map, mcp_tool_map, + client_tool_search, + client_tool_search_declarations, + loaded_tool_namespaces: HashMap::new(), + tool_search_name_owned, }) } @@ -272,10 +355,46 @@ impl ToolRegistry { pub fn restore_final_payload_output(&self, output: &mut [OutputItem]) { CodexNamespaceHandler.restore_output_items(output, self.namespace_map.as_ref()); + tool_search::restore_loaded_namespace_output_items(output, &self.loaded_tool_namespaces); + tool_search::restore_output_items(output, self.can_restore_tool_search_fallback()); + } + + pub fn restore_final_payload(&self, payload: &mut ResponsePayload) { + self.restore_final_payload_output(&mut payload.output); + if let Some(declarations) = &self.client_tool_search_declarations { + payload.tools = Some(declarations.typed.clone()); + } } pub fn restore_stream_event_wire(&self, wire: &mut WireEvent) -> bool { - CodexNamespaceHandler.restore_response_wire(wire, self.namespace_map.as_ref()) + let mut changed = CodexNamespaceHandler.restore_response_wire(wire, self.namespace_map.as_ref()); + changed |= tool_search::restore_loaded_namespace_response_wire(wire, &self.loaded_tool_namespaces); + changed |= tool_search::restore_response_wire(wire, self.can_restore_tool_search_fallback()); + changed |= tool_search::restore_response_tool_declarations_wire( + wire, + self.client_tool_search_declarations + .as_ref() + .map(|declarations| &declarations.wire), + ); + changed + } + + #[must_use] + pub(crate) fn can_restore_tool_search_fallback(&self) -> bool { + self.client_tool_search && !self.tool_search_name_owned + } + + /// Load request-scoped identities returned by a completed client search. + pub(crate) fn load_tool_search_output(&mut self, input: &crate::types::io::ResponsesInput) { + let loaded_function_identities = tool_search::loaded_function_identities(input); + if let Some(declarations) = &mut self.client_tool_search_declarations { + declarations.mark_loaded(&loaded_function_identities); + } + self.loaded_tool_namespaces = tool_search::loaded_namespace_members(input); + self.loaded_tool_namespaces + .retain(|name, _| !self.entries.contains_key(name)); + self.tool_search_name_owned |= + tool_search::loaded_function_names(input).contains(tool_search::TOOL_SEARCH_NAME); } /// Returns the subset of `calls` whose names map to gateway-owned tools. @@ -580,4 +699,352 @@ mod tests { )); } } + + #[tokio::test] + async fn tool_search_fallback_respects_real_and_loaded_function_ownership() { + let mut tools: Vec = serde_json::from_value(serde_json::json!([ + {"type": "function", "name": "tool_search", "description": "real function"}, + { + "type": "tool_search", + "execution": "client", + "description": "search deferred tools", + "parameters": {"type": "object"} + } + ])) + .expect("valid declarations"); + let mut executors = GatewayExecutors::default(); + let registry = ToolRegistry::build_with_handlers(&mut tools, &mut executors) + .await + .expect("valid registry"); + assert!(!registry.can_restore_tool_search_fallback()); + + let mut real_call = vec![OutputItem::FunctionCall(FunctionToolCall { + id: "fc_real".to_owned(), + call_id: "call_real".to_owned(), + name: tool_search::TOOL_SEARCH_NAME.to_owned(), + namespace: None, + arguments: "{}".to_owned(), + status: MessageStatus::Completed, + })]; + registry.restore_final_payload_output(&mut real_call); + assert!(matches!(real_call[0], OutputItem::FunctionCall(_))); + + let mut search_only_tools: Vec = serde_json::from_value(serde_json::json!([{ + "type": "tool_search", + "execution": "client", + "description": "search deferred tools", + "parameters": {"type": "object"} + }])) + .expect("valid search declaration"); + let mut search_registry = ToolRegistry::build_with_handlers(&mut search_only_tools, &mut executors) + .await + .expect("valid registry"); + assert!(search_registry.can_restore_tool_search_fallback()); + + let loaded_input = serde_json::from_value(serde_json::json!([ + { + "type": "tool_search_call", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "arguments": {"query": "real search"} + }, + { + "type": "tool_search_output", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "tools": [{"type": "function", "name": "tool_search"}] + } + ])) + .expect("valid loaded function input"); + search_registry.load_tool_search_output(&loaded_input); + assert!(!search_registry.can_restore_tool_search_fallback()); + } + + #[tokio::test] + async fn client_tool_search_restores_public_tools_on_response_lifecycle_events() { + let declarations = serde_json::json!([ + { + "type": "tool_search", + "execution": "client", + "description": "search deferred tools", + "parameters": {"type": "object"} + }, + { + "type": "function", + "name": "get_shipping_eta", + "strict": false, + "defer_loading": true + } + ]); + let mut tools: Vec = + serde_json::from_value(declarations.clone()).expect("valid client tool-search declarations"); + let mut executors = GatewayExecutors::default(); + let registry = ToolRegistry::build_with_handlers(&mut tools, &mut executors) + .await + .expect("valid registry"); + + for event_type in [ + "response.created", + "response.in_progress", + "response.completed", + "response.incomplete", + "response.failed", + ] { + let mut wire = WireEvent::new(event_type); + wire.rest.insert( + "response".to_owned(), + serde_json::json!({ + "tools": [ + {"type": "function", "name": "tool_search", "strict": false}, + {"type": "function", "name": "get_shipping_eta", "strict": false} + ] + }), + ); + + assert!(registry.restore_stream_event_wire(&mut wire)); + assert_eq!(wire.rest["response"]["tools"], declarations); + } + + let mut payload: ResponsePayload = serde_json::from_value(serde_json::json!({ + "id": "resp_1", + "object": "response", + "created_at": 0, + "model": "test", + "status": "completed", + "output": [{ + "type": "function_call", + "id": "fc_1", + "call_id": "call_1", + "name": "tool_search", + "arguments": "{\"goal\":\"find deferred tool\"}", + "status": "completed" + }], + "usage": null, + "incomplete_details": null, + "error": null, + "previous_response_id": null, + "conversation_id": null, + "instructions": null + })) + .expect("valid response payload"); + registry.restore_final_payload(&mut payload); + + assert_eq!(serde_json::to_value(&payload.tools).unwrap(), declarations); + assert!(matches!(payload.output.as_slice(), [OutputItem::ToolSearchCall(_)])); + } + + #[tokio::test] + async fn client_tool_search_marks_only_loaded_response_declarations_non_deferred() { + let declarations = serde_json::json!([ + {"type": "tool_search", "execution": "client", "parameters": {"type": "object"}}, + {"type": "function", "name": "top_loaded", "defer_loading": true}, + {"type": "function", "name": "top_still_deferred", "defer_loading": true}, + { + "type": "namespace", + "name": "fixture", + "tools": [ + {"type": "function", "name": "add_numbers", "defer_loading": true}, + {"type": "function", "name": "still_deferred", "defer_loading": true} + ] + }, + { + "type": "namespace", + "name": "other_fixture", + "tools": [{"type": "function", "name": "add_numbers", "defer_loading": true}] + } + ]); + let expected_loaded = serde_json::json!([ + {"type": "tool_search", "execution": "client", "parameters": {"type": "object"}}, + {"type": "function", "name": "top_loaded"}, + {"type": "function", "name": "top_still_deferred", "defer_loading": true}, + { + "type": "namespace", + "name": "fixture", + "tools": [ + {"type": "function", "name": "add_numbers"}, + {"type": "function", "name": "still_deferred", "defer_loading": true} + ] + }, + { + "type": "namespace", + "name": "other_fixture", + "tools": [{"type": "function", "name": "add_numbers", "defer_loading": true}] + } + ]); + let mut tools: Vec = + serde_json::from_value(declarations.clone()).expect("valid client tool-search declarations"); + let mut executors = GatewayExecutors::default(); + let mut registry = ToolRegistry::build_with_handlers(&mut tools, &mut executors) + .await + .expect("valid registry"); + + let mut initial_wire = WireEvent::new("response.created"); + initial_wire + .rest + .insert("response".to_owned(), serde_json::json!({"tools": []})); + assert!(registry.restore_stream_event_wire(&mut initial_wire)); + assert_eq!(initial_wire.rest["response"]["tools"], declarations); + + let loaded_input = serde_json::from_value(serde_json::json!([ + { + "type": "tool_search_call", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "arguments": {"goal": "load tools"} + }, + { + "type": "tool_search_output", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "tools": [ + {"type": "function", "name": "top_loaded", "defer_loading": true}, + { + "type": "namespace", + "name": "fixture", + "tools": [{"type": "function", "name": "add_numbers", "defer_loading": true}] + } + ] + } + ])) + .expect("valid loaded client tool-search output"); + registry.load_tool_search_output(&loaded_input); + + let mut loaded_wire = WireEvent::new("response.completed"); + loaded_wire + .rest + .insert("response".to_owned(), serde_json::json!({"tools": []})); + assert!(registry.restore_stream_event_wire(&mut loaded_wire)); + assert_eq!(loaded_wire.rest["response"]["tools"], expected_loaded); + + let mut payload: ResponsePayload = serde_json::from_value(serde_json::json!({ + "id": "resp_loaded", + "object": "response", + "created_at": 0, + "model": "test", + "status": "completed", + "output": [], + "usage": null, + "incomplete_details": null, + "error": null, + "previous_response_id": null, + "conversation_id": null, + "instructions": null + })) + .expect("valid response payload"); + registry.restore_final_payload(&mut payload); + assert_eq!(serde_json::to_value(payload.tools).unwrap(), expected_loaded); + } + + #[tokio::test] + async fn client_tool_search_preserves_explicit_false_defer_loading() { + let declarations = serde_json::json!([ + {"type": "tool_search", "execution": "client", "parameters": {"type": "object"}}, + {"type": "function", "name": "top_level", "defer_loading": false}, + { + "type": "namespace", + "name": "fixture", + "tools": [{"type": "function", "name": "member", "defer_loading": false}] + } + ]); + let mut tools: Vec = + serde_json::from_value(declarations.clone()).expect("valid client tool-search declarations"); + let mut executors = GatewayExecutors::default(); + let mut registry = ToolRegistry::build_with_handlers(&mut tools, &mut executors) + .await + .expect("valid registry"); + let loaded_input = serde_json::from_value(serde_json::json!([ + { + "type": "tool_search_call", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "arguments": {"goal": "load names"} + }, + { + "type": "tool_search_output", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "tools": [ + {"type": "function", "name": "top_level"}, + { + "type": "namespace", + "name": "fixture", + "tools": [{"type": "function", "name": "member"}] + } + ] + } + ])) + .expect("valid loaded client tool-search output"); + registry.load_tool_search_output(&loaded_input); + + let mut wire = WireEvent::new("response.completed"); + wire.rest + .insert("response".to_owned(), serde_json::json!({"tools": []})); + assert!(registry.restore_stream_event_wire(&mut wire)); + assert_eq!(wire.rest["response"]["tools"], declarations); + } + + #[tokio::test] + async fn hosted_tool_search_does_not_enable_client_fallback_restoration() { + for declaration in [ + serde_json::json!({"type": "tool_search"}), + serde_json::json!({"type": "tool_search", "execution": "server"}), + ] { + let mut tools: Vec = + serde_json::from_value(serde_json::json!([declaration])).expect("valid hosted declaration"); + let mut executors = GatewayExecutors::default(); + let registry = ToolRegistry::build_with_handlers(&mut tools, &mut executors) + .await + .expect("valid registry"); + + assert!(!registry.can_restore_tool_search_fallback()); + let mut payload: ResponsePayload = serde_json::from_value(serde_json::json!({ + "id": "resp_hosted", + "object": "response", + "created_at": 0, + "model": "test", + "status": "completed", + "output": [], + "usage": null, + "incomplete_details": null, + "error": null, + "previous_response_id": null, + "conversation_id": null, + "instructions": null + })) + .expect("valid response payload"); + registry.restore_final_payload(&mut payload); + assert!(payload.tools.is_none()); + } + } + + #[tokio::test] + async fn namespaced_member_named_tool_search_does_not_own_unqualified_fallback() { + let mut tools: Vec = serde_json::from_value(serde_json::json!([ + { + "type": "namespace", + "name": "fixture", + "tools": [{"type": "function", "name": "tool_search"}] + }, + { + "type": "tool_search", + "execution": "client", + "description": "search deferred tools", + "parameters": {"type": "object"} + } + ])) + .expect("valid declarations"); + let mut executors = GatewayExecutors::default(); + let registry = ToolRegistry::build_with_handlers(&mut tools, &mut executors) + .await + .expect("valid registry"); + + assert!(registry.lookup("agentic_ns__fixture__tool_search").is_some()); + assert!(registry.can_restore_tool_search_fallback()); + } } diff --git a/crates/agentic-server-core/src/tool/tool_search.rs b/crates/agentic-server-core/src/tool/tool_search.rs new file mode 100644 index 00000000..d2702645 --- /dev/null +++ b/crates/agentic-server-core/src/tool/tool_search.rs @@ -0,0 +1,938 @@ +use std::collections::{HashMap, HashSet}; + +use serde_json::{Map, Value}; + +use crate::events::WireEvent; +use crate::types::io::{ + FunctionTool, InputItem, OutputItem, ResponsesInput, ToolSearchCall, ToolSearchOutput, ToolSearchStatus, +}; +use crate::types::tools::{ToolSearchExecution, ToolSearchToolParam}; +use crate::utils::common::deserialize_from_str_opt; + +pub(crate) const TOOL_SEARCH_NAME: &str = "tool_search"; + +/// Convert the public tool-search declaration into the ordinary function +/// shape accepted by providers without native tool-search support. +/// +/// The caller controls both the description and search argument schema, so +/// neither field may be replaced with gateway defaults. +pub(crate) fn tool_search_function_tool(declaration: &ToolSearchToolParam) -> FunctionTool { + FunctionTool { + type_: "function".to_owned(), + name: TOOL_SEARCH_NAME.to_owned(), + description: declaration.description.clone(), + parameters: declaration.parameters.clone(), + strict: Some(false), + defer_loading: None, + } +} + +/// Return valid client tool-search outputs in input order. +/// +/// An output is trusted for provider promotion only when it is completed, +/// carries a non-empty call ID, and follows a completed client search call with +/// that ID. The first valid output for each call ID wins; later duplicates or +/// conflicting outputs are preserved on the wire but ignored for promotion. +fn valid_client_tool_search_outputs(input: &ResponsesInput) -> Vec<&ToolSearchOutput> { + let ResponsesInput::Items(items) = input else { + return Vec::new(); + }; + let mut calls = HashSet::new(); + let mut completed_outputs = HashSet::new(); + let mut outputs = Vec::new(); + + for item in items { + match item { + InputItem::ToolSearchCall(call) + if call.execution == Some(ToolSearchExecution::Client) + && call.status == Some(ToolSearchStatus::Completed) => + { + if let Some(call_id) = call.call_id.as_deref().filter(|call_id| !call_id.is_empty()) { + calls.insert(call_id); + } + } + InputItem::ToolSearchOutput(output) + if output.execution == Some(ToolSearchExecution::Client) + && output.status == Some(ToolSearchStatus::Completed) + && output + .call_id + .as_deref() + .filter(|call_id| !call_id.is_empty()) + .is_some_and(|call_id| calls.contains(call_id) && completed_outputs.insert(call_id)) => + { + outputs.push(output); + } + _ => {} + } + } + + outputs +} + +fn top_level_function_names(outputs: &[&ToolSearchOutput]) -> HashSet { + outputs + .iter() + .flat_map(|output| &output.tools) + .filter_map(|tool| { + tool.as_object() + .filter(|tool| tool.get("type").and_then(Value::as_str) == Some("function")) + .and_then(|tool| tool.get("name").and_then(Value::as_str)) + .filter(|name| !name.is_empty()) + .map(str::to_owned) + }) + .collect() +} + +#[derive(Debug, Default)] +pub(crate) struct LoadedFunctionIdentities { + top_level: HashSet, + namespaced: HashMap>, +} + +impl LoadedFunctionIdentities { + pub(crate) fn contains_top_level(&self, name: &str) -> bool { + self.top_level.contains(name) + } + + pub(crate) fn contains_namespaced(&self, namespace: &str, name: &str) -> bool { + self.namespaced + .get(namespace) + .is_some_and(|members| members.contains(name)) + } +} + +/// Return the exact public identities loaded by completed client tool-search +/// outputs. Top-level functions and namespace members are kept separate so a +/// same-named declaration in another scope is not marked as loaded. +pub(crate) fn loaded_function_identities(input: &ResponsesInput) -> LoadedFunctionIdentities { + let outputs = valid_client_tool_search_outputs(input); + let mut identities = LoadedFunctionIdentities { + top_level: top_level_function_names(&outputs), + namespaced: HashMap::new(), + }; + + for output in outputs { + for tool in &output.tools { + let Some(tool) = tool.as_object() else { + continue; + }; + let Some(namespace) = tool + .get("type") + .and_then(Value::as_str) + .filter(|tool_type| *tool_type == "namespace") + .and_then(|_| tool.get("name")) + .and_then(Value::as_str) + .filter(|namespace| !namespace.is_empty()) + else { + continue; + }; + let Some(members) = tool.get("tools").and_then(Value::as_array) else { + continue; + }; + for member in members { + let Some(name) = member + .as_object() + .filter(|member| member.get("type").and_then(Value::as_str) == Some("function")) + .and_then(|member| member.get("name")) + .and_then(Value::as_str) + .filter(|name| !name.is_empty()) + else { + continue; + }; + identities + .namespaced + .entry(namespace.to_owned()) + .or_default() + .insert(name.to_owned()); + } + } + } + + identities +} + +/// Build an unqualified member-name to namespace map from client-provided +/// `tool_search_output` items. +/// +/// Native namespace-capable providers return a `namespace` on the eventual +/// function call. Responses-compatible providers that flatten the loaded +/// namespace may return only the member name. Ambiguous member names are +/// intentionally excluded instead of guessing a namespace. +pub(crate) fn loaded_namespace_members(input: &ResponsesInput) -> HashMap { + let outputs = valid_client_tool_search_outputs(input); + let top_level_names = top_level_function_names(&outputs); + let mut members = HashMap::>::new(); + for output in outputs { + for tool in &output.tools { + let Some(namespace) = tool + .as_object() + .filter(|tool| tool.get("type").and_then(Value::as_str) == Some("namespace")) + .and_then(|tool| tool.get("name").and_then(Value::as_str)) + .filter(|namespace| !namespace.is_empty()) + else { + continue; + }; + let Some(tools) = tool.get("tools").and_then(Value::as_array) else { + continue; + }; + for member in tools { + let Some(name) = member + .as_object() + .filter(|member| member.get("type").and_then(Value::as_str) == Some("function")) + .and_then(|member| member.get("name").and_then(Value::as_str)) + .filter(|name| !name.is_empty()) + else { + continue; + }; + members + .entry(name.to_owned()) + .and_modify(|existing| { + if existing.as_deref() != Some(namespace) { + *existing = None; + } + }) + .or_insert_with(|| Some(namespace.to_owned())); + } + } + } + + members + .into_iter() + .filter_map(|(name, namespace)| { + (!top_level_names.contains(&name)) + .then_some(namespace) + .flatten() + .map(|namespace| (name, namespace)) + }) + .collect() +} + +/// Convert uniquely named functions returned by client-side tool search into +/// provider-facing declarations for the next inference call. +/// +/// Codex keeps loaded definitions inside `tool_search_output`. Providers with +/// native dynamic-tool support can consume those definitions from the input +/// item directly. Responses-compatible providers that only understand a flat +/// `tools` array need the selected definitions repeated there. The functions +/// are no longer marked deferred because the client has explicitly loaded +/// them. Their namespace is restored on the eventual call before it is +/// returned to Codex. +pub(crate) fn loaded_function_tools(input: &ResponsesInput) -> Vec { + let outputs = valid_client_tool_search_outputs(input); + let unique_namespaces = loaded_namespace_members(input); + let mut emitted = HashSet::new(); + let mut loaded = Vec::new(); + + for output in outputs { + for tool in &output.tools { + let Some(tool) = tool.as_object() else { + continue; + }; + match tool.get("type").and_then(Value::as_str) { + Some("function") => { + if let Some(function) = function_tool_from_object(tool) + && emitted.insert(function.name.clone()) + { + loaded.push(function); + } + } + Some("namespace") => { + let Some(namespace_name) = tool.get("name").and_then(Value::as_str) else { + continue; + }; + let Some(members) = tool.get("tools").and_then(Value::as_array) else { + continue; + }; + for member in members { + let Some(member) = member.as_object() else { + continue; + }; + let Some(function) = function_tool_from_object(member) else { + continue; + }; + if unique_namespaces.get(&function.name).map(String::as_str) == Some(namespace_name) + && emitted.insert(function.name.clone()) + { + loaded.push(function); + } + } + } + _ => {} + } + } + } + + loaded +} + +fn function_tool_from_object(tool: &Map) -> Option { + if tool.get("type").and_then(Value::as_str) != Some("function") { + return None; + } + let name = tool + .get("name") + .and_then(Value::as_str) + .filter(|name| !name.is_empty())?; + Some(FunctionTool { + type_: "function".to_owned(), + name: name.to_owned(), + description: tool.get("description").and_then(Value::as_str).map(str::to_owned), + parameters: tool.get("parameters").filter(|value| !value.is_null()).cloned(), + strict: tool.get("strict").and_then(Value::as_bool), + defer_loading: None, + }) +} + +pub(crate) fn loaded_function_names(input: &ResponsesInput) -> HashSet { + let mut names = top_level_function_names(&valid_client_tool_search_outputs(input)); + names.extend(loaded_namespace_members(input).into_keys()); + names +} + +/// Restore Responses-compatible providers' function-call fallback to the +/// canonical client-executed tool-search item. +/// +/// Some providers accept a native `type: "tool_search"` declaration but emit +/// the selected invocation as `type: "function_call", name: "tool_search"`. +/// Codex dispatches search only when it receives `tool_search_call`, so normalize +/// that provider fallback at the same boundary where namespace calls are +/// restored. The conversion is enabled only when the request declared a +/// client-executed tool search. +pub(crate) fn restore_output_items(output: &mut [OutputItem], enabled: bool) { + if !enabled { + return; + } + + for item in output { + let OutputItem::FunctionCall(call) = item else { + continue; + }; + if call.name != TOOL_SEARCH_NAME || call.namespace.is_some() || call.call_id.is_empty() { + continue; + } + let Some(arguments) = deserialize_from_str_opt::(&call.arguments) else { + tracing::warn!(call_id = %call.call_id, "cannot restore tool_search call with invalid JSON arguments"); + continue; + }; + + let call_id = call.call_id.clone(); + *item = OutputItem::ToolSearchCall(ToolSearchCall { + execution: Some(ToolSearchExecution::Client), + call_id: Some(call_id.clone()), + status: Some(call.status.into()), + arguments, + extra: HashMap::new(), + }); + tracing::debug!(%call_id, "restored provider function_call fallback as tool_search_call"); + } +} + +pub(crate) fn restore_loaded_namespace_output_items( + output: &mut [OutputItem], + loaded_namespaces: &HashMap, +) { + for item in output { + let OutputItem::FunctionCall(call) = item else { + continue; + }; + if call.namespace.is_some() { + continue; + } + let Some(namespace) = loaded_namespaces.get(&call.name) else { + continue; + }; + call.namespace = Some(namespace.clone()); + tracing::debug!( + call_id = %call.call_id, + %namespace, + member = %call.name, + "restored namespace on dynamically loaded tool call" + ); + } +} + +/// Restore a streamed function-call fallback in-place. +/// +/// This handles output-item events and response envelopes. Function-argument +/// delta events are suppressed separately by the streaming executor. +pub(crate) fn restore_response_value(value: &mut Value, enabled: bool) -> bool { + if !enabled { + return false; + } + + let mut changed = false; + if let Some(item) = value.as_object_mut().and_then(|object| object.get_mut("item")) { + changed |= restore_call_value(item); + } + changed |= restore_call_value(value); + + for key in ["response", "payload"] { + if let Some(nested) = value.as_object_mut().and_then(|object| object.get_mut(key)) { + changed |= restore_response_value(nested, enabled); + } + } + if let Some(Value::Array(items)) = value.as_object_mut().and_then(|object| object.get_mut("output")) { + for item in items { + changed |= restore_call_value(item); + } + } + + changed +} + +/// Restore tool-search function fallbacks inside a parsed streaming event. +pub(crate) fn restore_response_wire(wire: &mut WireEvent, enabled: bool) -> bool { + if !enabled { + return false; + } + restore_response_map(&mut wire.rest) +} + +/// Restore the request's public tool declarations on streamed response +/// lifecycle envelopes after provider-facing normalization. +pub(crate) fn restore_response_tool_declarations_wire(wire: &mut WireEvent, declarations: Option<&Value>) -> bool { + if !matches!( + wire.event_type.as_deref(), + Some( + "response.created" + | "response.in_progress" + | "response.completed" + | "response.incomplete" + | "response.failed" + ) + ) { + return false; + } + let Some(declarations) = declarations else { + return false; + }; + let Some(response) = wire.rest.get_mut("response").and_then(Value::as_object_mut) else { + return false; + }; + if response.get("tools") == Some(declarations) { + return false; + } + response.insert("tools".to_owned(), declarations.clone()); + true +} + +pub(crate) fn restore_loaded_namespace_response_value( + value: &mut Value, + loaded_namespaces: &HashMap, +) -> bool { + if loaded_namespaces.is_empty() { + return false; + } + + let mut changed = false; + if let Some(item) = value.as_object_mut().and_then(|object| object.get_mut("item")) { + changed |= restore_loaded_namespace_call_value(item, loaded_namespaces); + } + changed |= restore_loaded_namespace_call_value(value, loaded_namespaces); + for key in ["response", "payload"] { + if let Some(nested) = value.as_object_mut().and_then(|object| object.get_mut(key)) { + changed |= restore_loaded_namespace_response_value(nested, loaded_namespaces); + } + } + if let Some(Value::Array(items)) = value.as_object_mut().and_then(|object| object.get_mut("output")) { + for item in items { + changed |= restore_loaded_namespace_call_value(item, loaded_namespaces); + } + } + changed +} + +pub(crate) fn restore_loaded_namespace_response_wire( + wire: &mut WireEvent, + loaded_namespaces: &HashMap, +) -> bool { + if loaded_namespaces.is_empty() { + return false; + } + restore_loaded_namespace_response_map(&mut wire.rest, loaded_namespaces) +} + +fn restore_response_map(object: &mut Map) -> bool { + let mut changed = false; + if let Some(item) = object.get_mut("item") { + changed |= restore_call_value(item); + } + for key in ["response", "payload"] { + if let Some(nested) = object.get_mut(key) { + changed |= restore_response_value(nested, true); + } + } + if let Some(Value::Array(items)) = object.get_mut("output") { + for item in items { + changed |= restore_call_value(item); + } + } + changed +} + +fn restore_loaded_namespace_response_map( + object: &mut Map, + loaded_namespaces: &HashMap, +) -> bool { + let mut changed = false; + if let Some(item) = object.get_mut("item") { + changed |= restore_loaded_namespace_call_value(item, loaded_namespaces); + } + for key in ["response", "payload"] { + if let Some(nested) = object.get_mut(key) { + changed |= restore_loaded_namespace_response_value(nested, loaded_namespaces); + } + } + if let Some(Value::Array(items)) = object.get_mut("output") { + for item in items { + changed |= restore_loaded_namespace_call_value(item, loaded_namespaces); + } + } + changed +} + +fn restore_call_value(value: &mut Value) -> bool { + let Some(object) = value.as_object_mut() else { + return false; + }; + if object.get("type").and_then(Value::as_str) != Some("function_call") + || object.get("name").and_then(Value::as_str) != Some(TOOL_SEARCH_NAME) + || object.get("namespace").and_then(Value::as_str).is_some() + { + return false; + } + if object + .get("call_id") + .and_then(Value::as_str) + .unwrap_or_default() + .is_empty() + { + return false; + } + + let arguments = object + .get("arguments") + .and_then(Value::as_str) + .filter(|arguments| !arguments.is_empty()) + .and_then(deserialize_from_str_opt::) + .unwrap_or_else(|| Value::Object(Map::new())); + object.insert("type".to_owned(), Value::String("tool_search_call".to_owned())); + object.insert("execution".to_owned(), Value::String("client".to_owned())); + object.insert("arguments".to_owned(), arguments); + object.remove("id"); + object.remove("name"); + object.remove("namespace"); + true +} + +fn restore_loaded_namespace_call_value(value: &mut Value, loaded_namespaces: &HashMap) -> bool { + let Some(object) = value.as_object_mut() else { + return false; + }; + if object.get("type").and_then(Value::as_str) != Some("function_call") + || object.get("namespace").and_then(Value::as_str).is_some() + { + return false; + } + let Some(name) = object.get("name").and_then(Value::as_str) else { + return false; + }; + let Some(namespace) = loaded_namespaces.get(name) else { + return false; + }; + object.insert("namespace".to_owned(), Value::String(namespace.clone())); + true +} + +#[cfg(test)] +mod tests { + use super::*; + use crate::types::event::MessageStatus; + use crate::types::io::FunctionToolCall; + + #[test] + fn restores_final_function_call_fallback() { + let mut output = vec![OutputItem::FunctionCall(FunctionToolCall { + id: "fc_search".to_owned(), + call_id: "call_search".to_owned(), + name: TOOL_SEARCH_NAME.to_owned(), + namespace: None, + arguments: r#"{"query":"calendar","limit":2}"#.to_owned(), + status: MessageStatus::Completed, + })]; + + restore_output_items(&mut output, true); + + let OutputItem::ToolSearchCall(call) = &output[0] else { + panic!("expected restored tool_search_call"); + }; + assert_eq!(call.call_id.as_deref(), Some("call_search")); + assert_eq!(call.status, Some(ToolSearchStatus::Completed)); + assert_eq!(call.arguments["query"], "calendar"); + assert!(!call.extra.contains_key("id")); + } + + #[test] + fn restores_streamed_output_item_and_preserves_unrelated_function() { + let mut event = serde_json::json!({ + "type": "response.output_item.done", + "item": { + "type": "function_call", + "id": "fc_search", + "call_id": "call_search", + "name": "tool_search", + "status": "completed", + "arguments": "{\"query\":\"calendar\"}" + } + }); + assert!(restore_response_value(&mut event, true)); + assert_eq!(event["item"]["type"], "tool_search_call"); + assert_eq!(event["item"]["execution"], "client"); + assert_eq!(event["item"]["arguments"]["query"], "calendar"); + assert!(event["item"].get("name").is_none()); + + let mut unrelated = serde_json::json!({ + "type": "function_call", + "call_id": "call_other", + "name": "other", + "arguments": "{}" + }); + assert!(!restore_response_value(&mut unrelated, true)); + assert_eq!(unrelated["type"], "function_call"); + } + + #[test] + fn restores_namespace_for_a_dynamically_loaded_member() { + let input: ResponsesInput = serde_json::from_value(serde_json::json!([ + { + "type": "tool_search_call", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "arguments": {"query": "echo_text"} + }, + { + "type": "tool_search_output", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "tools": [{ + "type": "namespace", + "name": "mcp__fixture", + "description": "Fixture tools", + "tools": [{ + "type": "function", + "name": "echo_text", + "defer_loading": true, + "parameters": {"type": "object"} + }] + }] + }, + { + "type": "tool_search_output", + "execution": "server", + "call_id": "call_server_search", + "status": "completed", + "tools": [{ + "type": "namespace", + "name": "server", + "tools": [{"type": "function", "name": "server_only"}] + }] + } + ])) + .unwrap(); + let namespaces = loaded_namespace_members(&input); + assert_eq!(namespaces.get("echo_text").map(String::as_str), Some("mcp__fixture")); + assert!(!namespaces.contains_key("server_only")); + + let mut event = serde_json::json!({ + "type": "response.output_item.done", + "item": { + "type": "function_call", + "call_id": "call_echo", + "name": "echo_text", + "arguments": "{\"text\":\"hello\"}" + } + }); + assert!(restore_loaded_namespace_response_value(&mut event, &namespaces)); + assert_eq!(event["item"]["namespace"], "mcp__fixture"); + } + + #[test] + fn promotes_only_uniquely_namespaced_loaded_functions() { + let input: ResponsesInput = serde_json::from_value(serde_json::json!([ + { + "type": "tool_search_call", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "arguments": {"query": "fixture tools"} + }, + { + "type": "tool_search_output", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "tools": [ + { + "type": "namespace", + "name": "mcp__one", + "tools": [ + { + "type": "function", + "name": "echo_text", + "description": "Echo text", + "parameters": {"type": "object"}, + "strict": false, + "defer_loading": true + }, + {"type": "function", "name": "ambiguous"} + ] + }, + { + "type": "namespace", + "name": "mcp__two", + "tools": [{"type": "function", "name": "ambiguous"}] + } + ] + } + ])) + .unwrap(); + + let loaded = loaded_function_tools(&input); + + assert_eq!(loaded.len(), 1); + assert_eq!(loaded[0].name, "echo_text"); + assert_eq!(loaded[0].description.as_deref(), Some("Echo text")); + assert_eq!( + loaded[0].parameters.as_ref().and_then(|value| value.get("type")), + Some(&Value::String("object".to_owned())) + ); + assert_eq!(loaded[0].strict, Some(false)); + assert_eq!(loaded[0].defer_loading, None); + } + + #[test] + fn promotes_top_level_functions_and_unique_namespace_members() { + let input: ResponsesInput = serde_json::from_value(serde_json::json!([ + { + "type": "tool_search_call", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "arguments": {"query": "tools"} + }, + { + "type": "tool_search_output", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "tools": [ + { + "type": "function", + "name": "direct_lookup", + "description": "A direct function.", + "parameters": {"type": "object"}, + "defer_loading": true + }, + { + "type": "namespace", + "name": "mcp__fixture", + "tools": [{ + "type": "function", + "name": "namespaced_lookup", + "description": "A namespace member.", + "parameters": {"type": "object"}, + "defer_loading": true + }] + } + ] + } + ])) + .unwrap(); + + let loaded = loaded_function_tools(&input); + assert_eq!( + loaded.iter().map(|tool| tool.name.as_str()).collect::>(), + ["direct_lookup", "namespaced_lookup"] + ); + let namespaces = loaded_namespace_members(&input); + assert!(!namespaces.contains_key("direct_lookup")); + assert_eq!( + namespaces.get("namespaced_lookup").map(String::as_str), + Some("mcp__fixture") + ); + } + + #[test] + fn promotion_requires_a_prior_matching_completed_client_call() { + let input: ResponsesInput = serde_json::from_value(serde_json::json!([ + { + "type": "tool_search_output", + "execution": "client", + "call_id": null, + "status": "completed", + "tools": [{"type": "function", "name": "null_id"}] + }, + { + "type": "tool_search_output", + "execution": "client", + "call_id": "unmatched", + "status": "completed", + "tools": [{"type": "function", "name": "unmatched"}] + }, + { + "type": "tool_search_call", + "execution": "server", + "call_id": "server", + "status": "completed", + "arguments": {} + }, + { + "type": "tool_search_output", + "execution": "server", + "call_id": "server", + "status": "completed", + "tools": [{"type": "function", "name": "server"}] + }, + { + "type": "tool_search_call", + "execution": "client", + "call_id": "in_progress", + "status": "in_progress", + "arguments": {} + }, + { + "type": "tool_search_output", + "execution": "client", + "call_id": "in_progress", + "status": "completed", + "tools": [{"type": "function", "name": "in_progress"}] + }, + { + "type": "tool_search_call", + "execution": "client", + "call_id": "incomplete", + "status": "incomplete", + "arguments": {} + }, + { + "type": "tool_search_output", + "execution": "client", + "call_id": "incomplete", + "status": "incomplete", + "tools": [{"type": "function", "name": "incomplete"}] + }, + { + "type": "tool_search_call", + "call_id": "absent_fields", + "arguments": {} + }, + { + "type": "tool_search_output", + "call_id": "absent_fields", + "tools": [{"type": "function", "name": "absent_fields"}] + }, + { + "type": "tool_search_call", + "execution": "client", + "call_id": "valid", + "status": "completed", + "arguments": {} + }, + { + "type": "tool_search_output", + "execution": "client", + "call_id": "valid", + "status": "completed", + "tools": [{"type": "function", "name": "valid"}] + } + ])) + .unwrap(); + + let loaded = loaded_function_tools(&input); + assert_eq!( + loaded.iter().map(|tool| tool.name.as_str()).collect::>(), + ["valid"] + ); + } + + #[test] + fn first_valid_output_for_a_call_id_wins_deterministically() { + let input: ResponsesInput = serde_json::from_value(serde_json::json!([ + { + "type": "tool_search_call", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "arguments": {} + }, + { + "type": "tool_search_output", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "tools": [{"type": "function", "name": "first"}] + }, + { + "type": "tool_search_output", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "tools": [{"type": "function", "name": "conflicting_second"}] + } + ])) + .unwrap(); + + let loaded = loaded_function_tools(&input); + assert_eq!( + loaded.iter().map(|tool| tool.name.as_str()).collect::>(), + ["first"] + ); + } + + #[test] + fn direct_function_name_wins_over_a_namespaced_member_collision() { + let input: ResponsesInput = serde_json::from_value(serde_json::json!([ + { + "type": "tool_search_call", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "arguments": {} + }, + { + "type": "tool_search_output", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "tools": [ + {"type": "namespace", "name": "ns", "tools": [{"type": "function", "name": "same"}]}, + {"type": "function", "name": "same", "description": "direct"} + ] + } + ])) + .unwrap(); + + let loaded = loaded_function_tools(&input); + assert_eq!(loaded.len(), 1); + assert_eq!(loaded[0].name, "same"); + assert_eq!(loaded[0].description.as_deref(), Some("direct")); + assert!(!loaded_namespace_members(&input).contains_key("same")); + } + + #[test] + fn namespaced_tool_search_function_is_not_rewritten_as_search_fallback() { + let mut output = vec![OutputItem::FunctionCall(FunctionToolCall { + id: "fc_search".to_owned(), + call_id: "call_search".to_owned(), + name: TOOL_SEARCH_NAME.to_owned(), + namespace: Some("legitimate_namespace".to_owned()), + arguments: "{}".to_owned(), + status: MessageStatus::Completed, + })]; + + restore_output_items(&mut output, true); + assert!(matches!(output[0], OutputItem::FunctionCall(_))); + } +} diff --git a/crates/agentic-server-core/src/tool/web_search.rs b/crates/agentic-server-core/src/tool/web_search.rs index 562f087d..0948977e 100644 --- a/crates/agentic-server-core/src/tool/web_search.rs +++ b/crates/agentic-server-core/src/tool/web_search.rs @@ -85,6 +85,7 @@ pub(crate) fn web_search_function_tool() -> FunctionTool { "required": ["query"] })), strict: Some(false), + defer_loading: None, } } diff --git a/crates/agentic-server-core/src/types/io/input.rs b/crates/agentic-server-core/src/types/io/input.rs index 4d0e3c9f..ea76af9e 100644 --- a/crates/agentic-server-core/src/types/io/input.rs +++ b/crates/agentic-server-core/src/types/io/input.rs @@ -6,7 +6,7 @@ use serde_json::Value; use crate::types::event::MessageStatus; use crate::utils::common::deserialize_from_value; -use super::output::{CustomToolCall, FunctionToolCall, ReasoningOutput}; +use super::output::{CustomToolCall, FunctionToolCall, ReasoningOutput, ToolSearchCall, ToolSearchOutput}; #[derive(Debug, Clone, Serialize, Deserialize)] pub struct InputTextContent { @@ -127,6 +127,12 @@ pub enum InputItem { CustomToolCall(CustomToolCall), #[serde(rename = "custom_tool_call_output")] CustomToolCallOutput(CustomToolCallOutputMessage), + /// The model's request for the caller to discover deferred tools. + #[serde(rename = "tool_search_call")] + ToolSearchCall(ToolSearchCall), + /// The tool definitions loaded by a hosted or client-executed search. + #[serde(rename = "tool_search_output")] + ToolSearchOutput(ToolSearchOutput), #[serde(rename = "reasoning")] Reasoning(ReasoningOutput), #[serde(rename = "compaction")] @@ -147,6 +153,8 @@ impl<'de> Deserialize<'de> for InputItem { Some("function_call_output") => deserialize_from_value(value).map(Self::FunctionCallOutput), Some("custom_tool_call") => deserialize_from_value(value).map(Self::CustomToolCall), Some("custom_tool_call_output") => deserialize_from_value(value).map(Self::CustomToolCallOutput), + Some("tool_search_call") => deserialize_from_value(value).map(Self::ToolSearchCall), + Some("tool_search_output") => deserialize_from_value(value).map(Self::ToolSearchOutput), Some("reasoning") => deserialize_from_value(value).map(Self::Reasoning), Some("compaction") => deserialize_from_value(value).map(Self::Compaction), Some(_) => return Ok(Self::Unknown), @@ -255,7 +263,7 @@ impl ResponsesInput { } #[cfg(test)] -mod tests { +mod tool_search_tests { use super::*; #[test] @@ -322,3 +330,39 @@ mod tests { assert_eq!(serialized[2]["content"], "keep me"); } } + +#[cfg(test)] +mod tests { + use super::*; + + #[test] + fn tool_search_input_items_preserve_omitted_execution_and_status() { + let expected = serde_json::json!([ + { + "type": "tool_search_call", + "call_id": "call_search", + "arguments": {"query": "tools"} + }, + { + "type": "tool_search_output", + "call_id": "call_search", + "tools": [] + } + ]); + let input: ResponsesInput = serde_json::from_value(expected.clone()).unwrap(); + let ResponsesInput::Items(items) = &input else { + panic!("expected input items"); + }; + let InputItem::ToolSearchCall(call) = &items[0] else { + panic!("expected tool-search call"); + }; + assert_eq!(call.execution, None); + assert_eq!(call.status, None); + let InputItem::ToolSearchOutput(output) = &items[1] else { + panic!("expected tool-search output"); + }; + assert_eq!(output.execution, None); + assert_eq!(output.status, None); + assert_eq!(serde_json::to_value(input).unwrap(), expected); + } +} diff --git a/crates/agentic-server-core/src/types/io/mod.rs b/crates/agentic-server-core/src/types/io/mod.rs index fdc923bb..f7191d28 100644 --- a/crates/agentic-server-core/src/types/io/mod.rs +++ b/crates/agentic-server-core/src/types/io/mod.rs @@ -10,8 +10,9 @@ pub use input::{ pub use output::{ ApplyDone, CustomToolCall, FunctionToolCall, GatewayCallStatus, McpCall, McpCallError, McpCallStatus, McpToolExecutionError, McpToolExecutionErrorContent, OutputItem, OutputMessage, OutputTextContent, ReasoningOutput, - ReasoningTextContent, WebSearchAction, WebSearchActionFindInPage, WebSearchActionOpenPage, WebSearchActionSearch, - WebSearchCall, WebSearchCallStatus, WebSearchSource, + ReasoningTextContent, ToolSearchCall, ToolSearchOutput, ToolSearchStatus, WebSearchAction, + WebSearchActionFindInPage, WebSearchActionOpenPage, WebSearchActionSearch, WebSearchCall, WebSearchCallStatus, + WebSearchSource, }; pub use tools::{FunctionTool, ToolChoice}; pub(crate) use tools::{resolve_tool_choice, resolve_tools}; diff --git a/crates/agentic-server-core/src/types/io/output.rs b/crates/agentic-server-core/src/types/io/output.rs index e25aedbe..a06ca32f 100644 --- a/crates/agentic-server-core/src/types/io/output.rs +++ b/crates/agentic-server-core/src/types/io/output.rs @@ -5,6 +5,7 @@ use crate::events::EventPayload; use crate::executor::error::ExecutorError; use crate::tool::ToolRegistry; use crate::types::event::MessageStatus; +use crate::types::tools::ToolSearchExecution; use crate::utils::common::deserialize_from_value_opt; use crate::utils::uuid7_str; @@ -119,6 +120,70 @@ pub struct CustomToolCall { pub input: String, } +/// Lifecycle status for a tool-search call or output item. +#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)] +#[serde(rename_all = "snake_case")] +pub enum ToolSearchStatus { + InProgress, + Completed, + Incomplete, +} + +impl From for ToolSearchStatus { + fn from(status: MessageStatus) -> Self { + match status { + MessageStatus::InProgress => Self::InProgress, + MessageStatus::Completed => Self::Completed, + } + } +} + +/// A model-generated request to discover deferred tools. +/// +/// Client execution carries a call ID that the caller echoes in a matching +/// [`ToolSearchOutput`]. Hosted execution uses a null call ID. +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct ToolSearchCall { + #[serde(default, skip_serializing_if = "Option::is_none")] + pub execution: Option, + pub call_id: Option, + #[serde(default, skip_serializing_if = "Option::is_none")] + pub status: Option, + pub arguments: Value, + #[serde(default)] + #[serde(flatten)] + pub extra: std::collections::HashMap, +} + +impl ToolSearchCall { + #[must_use] + pub fn requires_client_execution(&self) -> bool { + matches!( + (self.execution, self.status), + (Some(ToolSearchExecution::Client), Some(ToolSearchStatus::Completed)) + ) && self.call_id.as_deref().is_some_and(|call_id| !call_id.is_empty()) + } +} + +/// Tool definitions made available by a tool search. +/// +/// Loaded declarations remain opaque because the gateway passes them through +/// without normalizing or executing the search. This also preserves tool types +/// and fields added by future Responses API versions. +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct ToolSearchOutput { + #[serde(default, skip_serializing_if = "Option::is_none")] + pub execution: Option, + pub call_id: Option, + #[serde(default, skip_serializing_if = "Option::is_none")] + pub status: Option, + #[serde(default)] + pub tools: Vec, + #[serde(default)] + #[serde(flatten)] + pub extra: std::collections::HashMap, +} + fn default_completed_status() -> MessageStatus { MessageStatus::Completed } @@ -579,6 +644,10 @@ pub enum OutputItem { FunctionCall(FunctionToolCall), #[serde(rename = "custom_tool_call")] CustomToolCall(CustomToolCall), + #[serde(rename = "tool_search_call")] + ToolSearchCall(ToolSearchCall), + #[serde(rename = "tool_search_output")] + ToolSearchOutput(ToolSearchOutput), #[serde(rename = "web_search_call")] WebSearchCall(WebSearchCall), #[serde(rename = "mcp_call")] @@ -597,7 +666,13 @@ impl OutputItem { .lookup(&call.name) .is_none_or(|entry| !entry.tool_type.is_gateway_owned()), Self::CustomToolCall(_) => true, - Self::Message(_) | Self::WebSearchCall(_) | Self::McpCall(_) | Self::Reasoning(_) | Self::Unknown => false, + Self::ToolSearchCall(call) => call.requires_client_execution(), + Self::Message(_) + | Self::ToolSearchOutput(_) + | Self::WebSearchCall(_) + | Self::McpCall(_) + | Self::Reasoning(_) + | Self::Unknown => false, } } @@ -608,6 +683,8 @@ impl OutputItem { Self::Reasoning(reasoning) => Some(InputItem::Reasoning(reasoning.clone())), Self::FunctionCall(call) => Some(InputItem::FunctionCall(InputFunctionToolCall::from(call.clone()))), Self::CustomToolCall(call) => Some(InputItem::CustomToolCall(call.clone())), + Self::ToolSearchCall(call) => Some(InputItem::ToolSearchCall(call.clone())), + Self::ToolSearchOutput(output) => Some(InputItem::ToolSearchOutput(output.clone())), Self::WebSearchCall(_) | Self::McpCall(_) | Self::Unknown => None, } } @@ -658,6 +735,129 @@ mod tests { assert!(serialized.get("status").is_none()); } + #[test] + fn client_tool_search_call_requires_action_and_rehydrates() { + let expected = serde_json::json!({ + "type": "tool_search_call", + "execution": "client", + "call_id": "call_search_1", + "status": "completed", + "arguments": {"goal": "Find the shipping tool"}, + "x-provider-field": true + }); + let item: OutputItem = serde_json::from_value(expected.clone()).unwrap(); + + assert!(item.requires_client_action(&ToolRegistry::default())); + let Some(input) = item.to_input_item() else { + panic!("tool search call should rehydrate as input"); + }; + assert!(matches!(input, InputItem::ToolSearchCall(_))); + assert_eq!(serde_json::to_value(input).unwrap(), expected); + } + + #[test] + fn incomplete_tool_search_items_round_trip_and_require_no_action() { + let items = [ + serde_json::json!({ + "type": "tool_search_call", + "execution": "client", + "call_id": "call_search_1", + "status": "incomplete", + "arguments": {"goal": "Find a tool"} + }), + serde_json::json!({ + "type": "tool_search_output", + "execution": "client", + "call_id": "call_search_1", + "status": "incomplete", + "tools": [] + }), + ]; + + for expected in items { + let item: OutputItem = serde_json::from_value(expected.clone()).unwrap(); + assert!(!item.requires_client_action(&ToolRegistry::default())); + match &item { + OutputItem::ToolSearchCall(call) => { + assert_eq!(call.status, Some(ToolSearchStatus::Incomplete)); + } + OutputItem::ToolSearchOutput(output) => { + assert_eq!(output.status, Some(ToolSearchStatus::Incomplete)); + } + _ => panic!("expected tool-search item"), + } + let input = item.to_input_item().expect("tool-search item rehydrates"); + assert_eq!(serde_json::to_value(input).unwrap(), expected); + } + } + + #[test] + fn tool_search_call_with_optional_fields_omitted_requires_no_action() { + let expected = serde_json::json!({ + "type": "tool_search_call", + "call_id": "call_search_1", + "arguments": {"goal": "Find a tool"} + }); + let item: OutputItem = serde_json::from_value(expected.clone()).unwrap(); + + assert!(!item.requires_client_action(&ToolRegistry::default())); + let OutputItem::ToolSearchCall(call) = &item else { + panic!("expected tool-search call"); + }; + assert_eq!(call.execution, None); + assert_eq!(call.status, None); + let input = item.to_input_item().expect("tool-search call rehydrates"); + assert_eq!(serde_json::to_value(input).unwrap(), expected); + } + + #[test] + fn completed_client_tool_search_call_requires_a_nonempty_call_id_for_action() { + for call_id in [serde_json::Value::Null, serde_json::Value::String(String::new())] { + let item: OutputItem = serde_json::from_value(serde_json::json!({ + "type": "tool_search_call", + "execution": "client", + "call_id": call_id, + "status": "completed", + "arguments": {"goal": "Find a tool"} + })) + .unwrap(); + + assert!(!item.requires_client_action(&ToolRegistry::default())); + } + } + + #[test] + fn tool_search_output_preserves_loaded_tools_and_server_items_do_not_require_action() { + let call: OutputItem = serde_json::from_value(serde_json::json!({ + "type": "tool_search_call", + "execution": "server", + "call_id": null, + "status": "completed", + "arguments": {"paths": ["crm"]} + })) + .unwrap(); + assert!(!call.requires_client_action(&ToolRegistry::default())); + + let expected = serde_json::json!({ + "type": "tool_search_output", + "execution": "client", + "call_id": "call_search_1", + "status": "completed", + "tools": [{ + "type": "future_tool", + "name": "provider_tool", + "opaque": {"nested": true} + }] + }); + let output: OutputItem = serde_json::from_value(expected.clone()).unwrap(); + assert!(!output.requires_client_action(&ToolRegistry::default())); + let Some(input) = output.to_input_item() else { + panic!("tool search output should rehydrate as input"); + }; + assert!(matches!(input, InputItem::ToolSearchOutput(_))); + assert_eq!(serde_json::to_value(input).unwrap(), expected); + } + #[test] fn reasoning_output_round_trips_through_serde() { let json = serde_json::json!({ diff --git a/crates/agentic-server-core/src/types/io/tools.rs b/crates/agentic-server-core/src/types/io/tools.rs index d2067041..02bbf60f 100644 --- a/crates/agentic-server-core/src/types/io/tools.rs +++ b/crates/agentic-server-core/src/types/io/tools.rs @@ -11,6 +11,8 @@ pub struct FunctionTool { pub description: Option, pub parameters: Option, pub strict: Option, + #[serde(skip_serializing_if = "Option::is_none")] + pub defer_loading: Option, } #[derive(Debug, Clone, Default, PartialEq, Eq)] diff --git a/crates/agentic-server-core/src/types/mod.rs b/crates/agentic-server-core/src/types/mod.rs index 892f52cf..3c78088e 100644 --- a/crates/agentic-server-core/src/types/mod.rs +++ b/crates/agentic-server-core/src/types/mod.rs @@ -10,8 +10,8 @@ pub use io::{ InputMessage, InputMessageContent, InputTextContent, InputTokenDetails, McpCall, McpCallError, McpCallStatus, McpToolExecutionError, McpToolExecutionErrorContent, OutputItem, OutputMessage, OutputTextContent, OutputTokenDetails, ReasoningOutput, ReasoningTextContent, ResponseUsage, ResponsesInput, ToolChoice, - WebSearchAction, WebSearchActionFindInPage, WebSearchActionOpenPage, WebSearchActionSearch, WebSearchCall, - WebSearchCallStatus, WebSearchSource, + ToolSearchCall, ToolSearchOutput, ToolSearchStatus, WebSearchAction, WebSearchActionFindInPage, + WebSearchActionOpenPage, WebSearchActionSearch, WebSearchCall, WebSearchCallStatus, WebSearchSource, }; pub use request_response::{ CompactRequest, CompactedResponse, ContextManagement, IncompleteDetails, RequestPayload, ResponsePayload, @@ -19,6 +19,6 @@ pub use request_response::{ }; pub use tools::{ CodeInterpreterToolParam, CodexNamespaceMember, CodexNamespaceToolParam, CustomToolParam, EmptyToolNameError, - FileSearchToolParam, FunctionToolParam, McpToolParam, NonEmptyToolName, ResponsesTool, WebSearchContextSize, - WebSearchFilters, WebSearchToolParam, WebSearchUserLocation, + FileSearchToolParam, FunctionToolParam, McpToolParam, NonEmptyToolName, ResponsesTool, ToolSearchExecution, + ToolSearchToolParam, WebSearchContextSize, WebSearchFilters, WebSearchToolParam, WebSearchUserLocation, }; diff --git a/crates/agentic-server-core/src/types/request_response.rs b/crates/agentic-server-core/src/types/request_response.rs index 9076a320..97069ee6 100644 --- a/crates/agentic-server-core/src/types/request_response.rs +++ b/crates/agentic-server-core/src/types/request_response.rs @@ -1,5 +1,5 @@ use std::borrow::Cow; -use std::collections::HashMap; +use std::collections::{HashMap, HashSet}; use serde::{Deserialize, Serialize}; use serde_json::{Value, json}; @@ -7,8 +7,11 @@ use serde_json::{Value, json}; use super::io::{ FunctionTool, InputItem, InputMessage, InputMessageContent, OutputItem, ResponseUsage, ResponsesInput, ToolChoice, }; -use super::tools::{CustomToolParam, ResponsesTool}; -use crate::tool::{CodexNamespaceHandler, ToolError}; +use super::tools::{CustomToolParam, ResponsesTool, ToolSearchExecution, ToolSearchToolParam}; +use crate::tool::{ + CodexNamespaceHandler, TOOL_SEARCH_NAME, ToolError, loaded_function_identities, loaded_function_names, + loaded_function_tools, +}; use crate::utils::common::serialize_to_string; #[derive(Debug, Clone, Serialize, Deserialize)] @@ -49,9 +52,9 @@ pub struct UpstreamRequest<'a> { pub stream: bool, #[serde(skip_serializing_if = "Option::is_none")] pub instructions: Option<&'a str>, - /// Tools forwarded to vLLM. Namespace members are flattened to ordinary - /// function declarations; native custom declarations retain their freeform - /// wire shape. + /// Tools forwarded to vLLM. Namespace members and client-executed tool + /// search are flattened to ordinary function declarations; native custom + /// and hosted tool-search declarations retain their Responses wire shape. /// Skipped when empty so vLLM does not receive an empty array. #[serde(skip_serializing_if = "Option::is_none")] pub tools: Option>, @@ -76,14 +79,16 @@ pub struct UpstreamRequest<'a> { /// A tool declaration supported by the upstream Responses endpoint. /// -/// Function-like gateway declarations are normalized to [`FunctionTool`], -/// while freeform custom declarations retain their native Responses shape. -/// Keeping these as distinct variants prevents unrelated request tool types -/// from entering the upstream tool list. +/// Function-like gateway declarations and client-executed tool search are +/// normalized to [`FunctionTool`], while freeform custom and hosted tool-search +/// declarations retain their native Responses shape. Keeping these as distinct +/// variants prevents unrelated request tool types from entering the upstream +/// tool list. #[derive(Debug, Clone)] pub enum UpstreamTool { Function(FunctionTool), Custom(CustomToolParam), + ToolSearch(ToolSearchToolParam), } impl Serialize for UpstreamTool { @@ -108,6 +113,21 @@ impl Serialize for UpstreamTool { } .serialize(serializer) } + Self::ToolSearch(declaration) => { + #[derive(Serialize)] + struct NativeToolSearch<'a> { + #[serde(rename = "type")] + type_: &'static str, + #[serde(flatten)] + declaration: &'a ToolSearchToolParam, + } + + NativeToolSearch { + type_: "tool_search", + declaration, + } + .serialize(serializer) + } } } } @@ -125,8 +145,9 @@ impl RequestPayload { /// Codex `namespace` tools' members are first renamed to their flat, /// model-visible names via [`CodexNamespaceHandler::resolve_namespace_members`]. /// Namespace and gateway tools are then normalized to function declarations. - /// Native custom tools are forwarded unchanged because their calls are not - /// function calls. `tool_choice` is resolved the same way via + /// Native custom tools and hosted tool search are forwarded unchanged. + /// Only an explicit client-executed tool search is normalized to the + /// ordinary provider function fallback. `tool_choice` is resolved the same way via /// [`CodexNamespaceHandler::resolve_tool_choice`]. /// /// # Errors @@ -152,9 +173,62 @@ impl RequestPayload { .as_deref() .map(|tools| CodexNamespaceHandler.resolve_namespace_members(tools)) .transpose()?; - let tools: Option> = - renamed_tools.map(|tools| tools.into_iter().flat_map(upstream_tools).collect()); - let tools = tools.filter(|tools| !tools.is_empty()); + let loaded_function_identities = loaded_function_identities(&self.input); + let mut loaded_tools: Vec = loaded_function_tools(&self.input); + let tool_search_name_is_owned = renamed_tools.as_deref().is_some_and(|tools| { + tools.iter().any( + |tool| matches!(tool, ResponsesTool::Function(function) if function.name.as_str() == TOOL_SEARCH_NAME), + ) + }) || loaded_function_names(&self.input).contains(TOOL_SEARCH_NAME); + let mut provider_names = HashSet::new(); + let mut tools = Vec::new(); + for tool in renamed_tools.into_iter().flatten() { + if tool_search_name_is_owned + && matches!( + tool, + ResponsesTool::ToolSearch(ref declaration) + if declaration.execution == Some(ToolSearchExecution::Client) + ) + { + tracing::debug!("omitting provider tool_search fallback because the function name is already owned"); + continue; + } + let loaded_replacement = match &tool { + ResponsesTool::Function(function) + if function.defer_loading == Some(true) + && loaded_function_identities.contains_top_level(function.name.as_str()) => + { + loaded_tools + .iter() + .position(|loaded| loaded.name == function.name.as_str()) + .map(|index| loaded_tools.remove(index)) + } + _ => None, + }; + let upstream = loaded_replacement.map_or_else( + || upstream_tools(tool), + |loaded| { + tracing::debug!( + name = %loaded.name, + "replacing deferred top-level declaration with client-loaded tool" + ); + vec![UpstreamTool::Function(loaded)] + }, + ); + for upstream_tool in upstream { + if let Some(name) = provider_function_name(&upstream_tool) { + provider_names.insert(name.to_owned()); + } + tools.push(upstream_tool); + } + } + for loaded in loaded_tools { + if provider_names.insert(loaded.name.clone()) { + tracing::debug!(name = %loaded.name, "promoting client-loaded tool for provider compatibility"); + tools.push(UpstreamTool::Function(loaded)); + } + } + let tools = (!tools.is_empty()).then_some(tools); let namespace_map = CodexNamespaceHandler.build_namespace_map(self.tools.as_deref())?; let tool_choice = CodexNamespaceHandler.resolve_tool_choice(namespace_map.as_ref(), self.tool_choice.as_ref()); Ok(UpstreamRequest { @@ -180,6 +254,17 @@ impl RequestPayload { .as_deref() .is_some_and(|tools| tools.iter().any(ResponsesTool::is_gateway_owned)) } + + /// Whether provider conversion adds at least one function definition from + /// a valid client tool-search call/output pair. + /// + /// This is used by transport routing for stateless requests: promotion is + /// an executor responsibility even when no gateway-executed tool was + /// declared on the current request. + #[must_use] + pub fn has_tool_search_promotions(&self) -> bool { + !loaded_function_tools(&self.input).is_empty() + } } /// Server-side context management configuration for a Responses request. @@ -226,6 +311,13 @@ fn upstream_tools(tool: ResponsesTool) -> Vec { ); vec![UpstreamTool::Custom(declaration)] } + ResponsesTool::ToolSearch(declaration) if declaration.execution != Some(ToolSearchExecution::Client) => { + tracing::debug!( + execution = ?declaration.execution, + "forwarding hosted tool_search declaration upstream" + ); + vec![UpstreamTool::ToolSearch(declaration)] + } function_like => function_like .to_function_tools() .into_iter() @@ -234,6 +326,13 @@ fn upstream_tools(tool: ResponsesTool) -> Vec { } } +fn provider_function_name(tool: &UpstreamTool) -> Option<&str> { + match tool { + UpstreamTool::Function(tool) => Some(&tool.name), + UpstreamTool::Custom(_) | UpstreamTool::ToolSearch(_) => None, + } +} + #[derive(Debug, Clone, Serialize, Deserialize)] pub struct IncompleteDetails { pub reason: Option, @@ -248,6 +347,8 @@ pub struct ResponsePayload { pub status: String, #[serde(default)] pub output: Vec, + #[serde(default, skip_serializing_if = "Option::is_none")] + pub tools: Option>, pub usage: Option, pub incomplete_details: Option, pub error: Option, @@ -629,6 +730,294 @@ mod tests { assert_eq!(upstream["tool_choice"]["name"], "apply_patch"); } + #[test] + fn to_upstream_request_normalizes_tool_search_and_preserves_deferred_functions() { + let payload: RequestPayload = serde_json::from_value(serde_json::json!({ + "model": "test", + "input": "find a matching tool", + "tools": [ + { + "type": "function", + "name": "get_shipping_eta", + "description": "Get an order's shipping ETA.", + "parameters": {"type": "object"}, + "defer_loading": true + }, + { + "type": "tool_search", + "execution": "client", + "description": "Search tools by goal.", + "parameters": { + "type": "object", + "properties": {"goal": {"type": "string"}}, + "required": ["goal"] + }, + "x-client-field": "not-provider-facing" + } + ] + })) + .expect("valid tool-search request"); + + let upstream = serde_json::to_value(payload.to_upstream_request(false).expect("valid upstream request")) + .expect("serializable upstream request"); + let tools = upstream["tools"].as_array().expect("upstream tools"); + assert_eq!(tools.len(), 2); + assert_eq!(tools[0]["type"], "function"); + assert_eq!(tools[0]["name"], "get_shipping_eta"); + assert_eq!(tools[0]["defer_loading"], true); + assert_eq!(tools[1]["type"], "function"); + assert_eq!(tools[1]["name"], TOOL_SEARCH_NAME); + assert_eq!(tools[1]["description"], "Search tools by goal."); + assert_eq!(tools[1]["parameters"]["required"][0], "goal"); + assert_eq!(tools[1]["strict"], false); + assert!(tools[1].get("execution").is_none()); + assert!(tools[1].get("x-client-field").is_none()); + } + + #[test] + fn to_upstream_request_preserves_server_and_bare_tool_search_declarations() { + let payload: RequestPayload = serde_json::from_value(serde_json::json!({ + "model": "test", + "input": "find matching tools", + "tools": [ + { + "type": "tool_search", + "execution": "server", + "description": "Hosted search", + "parameters": {"type": "object"}, + "x-provider-field": "preserved" + }, + {"type": "tool_search"} + ] + })) + .expect("valid hosted tool-search request"); + + let request = payload.to_upstream_request(false).expect("valid upstream request"); + let tools = request.tools.as_ref().expect("hosted upstream tools"); + assert!(matches!(tools[0], UpstreamTool::ToolSearch(_))); + assert!(matches!(tools[1], UpstreamTool::ToolSearch(_))); + + let upstream = serde_json::to_value(request).expect("serializable upstream request"); + let tools = upstream["tools"].as_array().expect("upstream tools"); + assert_eq!(tools.len(), 2); + assert_eq!(tools[0]["type"], "tool_search"); + assert_eq!(tools[0]["execution"], "server"); + assert_eq!(tools[0]["description"], "Hosted search"); + assert_eq!(tools[0]["parameters"]["type"], "object"); + assert_eq!(tools[0]["x-provider-field"], "preserved"); + assert!(tools[0].get("strict").is_none()); + assert_eq!(tools[1], serde_json::json!({"type": "tool_search"})); + } + + #[test] + fn hosted_tool_search_and_function_with_same_name_are_both_preserved() { + let payload: RequestPayload = serde_json::from_value(serde_json::json!({ + "model": "test", + "input": "use hosted search or the function", + "tools": [ + { + "type": "function", + "name": "tool_search", + "description": "A genuine function." + }, + {"type": "tool_search", "execution": "server"} + ] + })) + .expect("valid heterogeneous request"); + + let upstream = serde_json::to_value(payload.to_upstream_request(false).expect("valid upstream request")) + .expect("serializable upstream request"); + let tools = upstream["tools"].as_array().expect("upstream tools"); + assert_eq!(tools.len(), 2); + assert_eq!(tools[0]["type"], "function"); + assert_eq!(tools[0]["name"], TOOL_SEARCH_NAME); + assert_eq!(tools[1]["type"], "tool_search"); + assert_eq!(tools[1]["execution"], "server"); + } + + #[test] + fn real_function_named_tool_search_owns_the_provider_name() { + let payload: RequestPayload = serde_json::from_value(serde_json::json!({ + "model": "test", + "input": "call the real function", + "tools": [ + { + "type": "function", + "name": "tool_search", + "description": "A real client function.", + "parameters": {"type": "object", "properties": {"value": {"type": "string"}}} + }, + { + "type": "tool_search", + "execution": "client", + "description": "Search deferred tools.", + "parameters": {"type": "object", "properties": {"query": {"type": "string"}}} + } + ] + })) + .expect("valid collision request"); + + let upstream = serde_json::to_value(payload.to_upstream_request(false).expect("valid upstream request")) + .expect("serializable upstream request"); + let tools = upstream["tools"].as_array().expect("upstream tools"); + assert_eq!(tools.len(), 1); + assert_eq!(tools[0]["type"], "function"); + assert_eq!(tools[0]["name"], TOOL_SEARCH_NAME); + assert_eq!(tools[0]["description"], "A real client function."); + } + + #[test] + fn completed_client_search_promotes_loaded_function_without_defer_loading() { + let payload: RequestPayload = serde_json::from_value(serde_json::json!({ + "model": "test", + "input": [ + { + "type": "tool_search_call", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "arguments": {"query": "shipping"} + }, + { + "type": "tool_search_output", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "tools": [{ + "type": "function", + "name": "get_shipping_eta", + "description": "Get an ETA.", + "parameters": {"type": "object"}, + "defer_loading": true + }] + } + ], + "tools": [{ + "type": "tool_search", + "execution": "client", + "description": "Search deferred tools.", + "parameters": {"type": "object"} + }] + })) + .expect("valid loaded-tool request"); + + assert!(payload.has_tool_search_promotions()); + let upstream = serde_json::to_value(payload.to_upstream_request(false).expect("valid upstream request")) + .expect("serializable upstream request"); + let tools = upstream["tools"].as_array().expect("upstream tools"); + assert_eq!(tools.len(), 2); + assert_eq!(tools[0]["name"], TOOL_SEARCH_NAME); + assert_eq!(tools[1]["name"], "get_shipping_eta"); + assert!(tools[1].get("defer_loading").is_none()); + } + + #[test] + fn completed_client_search_replaces_matching_deferred_top_level_function() { + let payload: RequestPayload = serde_json::from_value(serde_json::json!({ + "model": "test", + "input": [ + { + "type": "tool_search_call", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "arguments": {"goal": "load current definition"} + }, + { + "type": "tool_search_output", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "tools": [{ + "type": "function", + "name": "shared_tool", + "description": "Loaded definition.", + "parameters": {"type": "object", "properties": {"fresh": {"type": "boolean"}}} + }] + } + ], + "tools": [ + { + "type": "function", + "name": "shared_tool", + "description": "Deferred stale definition.", + "parameters": {"type": "object", "properties": {"stale": {"type": "boolean"}}}, + "defer_loading": true + }, + { + "type": "tool_search", + "execution": "client", + "parameters": {"type": "object"} + } + ] + })) + .expect("valid deferred replacement request"); + + let upstream = serde_json::to_value(payload.to_upstream_request(false).expect("valid upstream request")) + .expect("serializable upstream request"); + let tools = upstream["tools"].as_array().expect("upstream tools"); + assert_eq!(tools.len(), 2); + assert_eq!(tools[0]["name"], "shared_tool"); + assert_eq!(tools[0]["description"], "Loaded definition."); + assert_eq!(tools[0]["parameters"]["properties"]["fresh"]["type"], "boolean"); + assert!(tools[0].get("defer_loading").is_none()); + assert_eq!(tools[1]["name"], TOOL_SEARCH_NAME); + } + + #[test] + fn same_name_original_declarations_survive_loaded_tool_deduplication() { + let payload: RequestPayload = serde_json::from_value(serde_json::json!({ + "model": "test", + "input": [ + { + "type": "tool_search_call", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "arguments": {"goal": "load tools"} + }, + { + "type": "tool_search_output", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "tools": [ + {"type": "function", "name": "shared_tool", "description": "Loaded duplicate."}, + {"type": "function", "name": "custom_only", "description": "Loaded alongside custom."} + ] + } + ], + "tools": [ + {"type": "function", "name": "shared_tool", "description": "Original function."}, + {"type": "custom", "name": "shared_tool", "description": "Original custom."}, + {"type": "custom", "name": "custom_only", "description": "Custom does not claim function name."}, + {"type": "tool_search", "execution": "client", "parameters": {"type": "object"}} + ] + })) + .expect("valid same-name request"); + + let upstream = serde_json::to_value(payload.to_upstream_request(false).expect("valid upstream request")) + .expect("serializable upstream request"); + let tools = upstream["tools"].as_array().expect("upstream tools"); + assert_eq!(tools.len(), 5); + assert_eq!(tools[0]["type"], "function"); + assert_eq!(tools[0]["name"], "shared_tool"); + assert_eq!(tools[0]["description"], "Original function."); + assert_eq!(tools[1]["type"], "custom"); + assert_eq!(tools[1]["name"], "shared_tool"); + assert_eq!(tools[2]["type"], "custom"); + assert_eq!(tools[2]["name"], "custom_only"); + assert_eq!(tools[3]["name"], TOOL_SEARCH_NAME); + assert_eq!(tools[4]["type"], "function"); + assert_eq!(tools[4]["name"], "custom_only"); + assert_eq!(tools[4]["description"], "Loaded alongside custom."); + assert_eq!( + tools.iter().filter(|tool| tool["name"] == "shared_tool").count(), + 2, + "loaded duplicate should not replace or duplicate original declarations" + ); + } + #[test] fn responses_input_discards_unknown_items_when_converted_for_storage() { let input: ResponsesInput = serde_json::from_value(serde_json::json!([ @@ -651,6 +1040,7 @@ mod tests { model: "test-model".to_string(), status: "completed".to_string(), output: Vec::new(), + tools: None, usage: None, incomplete_details: None, error: None, @@ -684,6 +1074,7 @@ mod tests { model: "test-model".to_string(), status: "completed".to_string(), output: Vec::new(), + tools: None, usage: None, incomplete_details: None, error: None, diff --git a/crates/agentic-server-core/src/types/tools/mod.rs b/crates/agentic-server-core/src/types/tools/mod.rs index acf36880..7e5c25a0 100644 --- a/crates/agentic-server-core/src/types/tools/mod.rs +++ b/crates/agentic-server-core/src/types/tools/mod.rs @@ -8,5 +8,6 @@ pub mod params; pub use params::{ CodeInterpreterToolParam, CodexNamespaceMember, CodexNamespaceToolParam, CustomToolParam, EmptyToolNameError, FileSearchToolParam, FunctionToolParam, McpDiscoveredToolParam, McpToolParam, NonEmptyToolName, ResponsesTool, - WebSearchContextSize, WebSearchFilters, WebSearchToolParam, WebSearchUserLocation, + ToolSearchExecution, ToolSearchToolParam, WebSearchContextSize, WebSearchFilters, WebSearchToolParam, + WebSearchUserLocation, }; diff --git a/crates/agentic-server-core/src/types/tools/params.rs b/crates/agentic-server-core/src/types/tools/params.rs index 5bbafec3..1858c295 100644 --- a/crates/agentic-server-core/src/types/tools/params.rs +++ b/crates/agentic-server-core/src/types/tools/params.rs @@ -99,6 +99,10 @@ pub enum ResponsesTool { /// text in `custom_tool_call.input` rather than JSON arguments. #[serde(rename = "custom")] Custom(CustomToolParam), + /// Dynamically discovers deferred tool definitions. Client-executed search + /// is performed by the caller (for example, Codex), not by the gateway. + #[serde(rename = "tool_search")] + ToolSearch(ToolSearchToolParam), #[serde(rename = "unknown", other)] Unknown, } @@ -143,6 +147,31 @@ pub struct CustomToolParam { pub extra: HashMap, } +/// Where a tool search is executed. +#[derive(Debug, Clone, Copy, PartialEq, Eq, Serialize, Deserialize)] +#[serde(rename_all = "snake_case")] +pub enum ToolSearchExecution { + Client, + Server, +} + +/// Parameters for a `type: "tool_search"` declaration. +/// +/// Hosted search omits `execution`, `description`, and `parameters`. Client +/// search supplies those fields so the caller controls discovery semantics. +#[derive(Debug, Clone, Serialize, Deserialize)] +pub struct ToolSearchToolParam { + #[serde(default, skip_serializing_if = "Option::is_none")] + pub execution: Option, + #[serde(default, skip_serializing_if = "Option::is_none")] + pub description: Option, + #[serde(default, skip_serializing_if = "Option::is_none")] + pub parameters: Option, + #[serde(default)] + #[serde(flatten)] + pub extra: HashMap, +} + /// Parameters for a gateway MCP built-in tool declaration. #[derive(Debug, Clone, Serialize, Deserialize)] pub struct McpToolParam { @@ -262,6 +291,7 @@ impl ResponsesTool { Self::CodeInterpreter(_) => Some("code_interpreter"), Self::Namespace(_) => Some("namespace"), Self::Custom(_) => Some("custom"), + Self::ToolSearch(_) => Some("tool_search"), Self::Unknown => None, } } @@ -538,4 +568,38 @@ mod tests { assert_eq!(serialized["format"]["syntax"], "lark"); assert_eq!(serialized["format"]["future_option"], true); } + + #[test] + fn client_tool_search_shape_round_trips_and_preserves_extensions() { + let expected = serde_json::json!({ + "type": "tool_search", + "execution": "client", + "description": "Find tools needed for the task.", + "parameters": { + "type": "object", + "properties": {"goal": {"type": "string"}}, + "required": ["goal"] + }, + "x-provider-field": {"version": 2} + }); + + let tool: ResponsesTool = serde_json::from_value(expected.clone()).unwrap(); + let ResponsesTool::ToolSearch(search) = &tool else { + panic!("expected tool_search declaration"); + }; + assert_eq!(search.execution, Some(ToolSearchExecution::Client)); + assert_eq!(tool.original_type(), Some("tool_search")); + assert_eq!(serde_json::to_value(tool).unwrap(), expected); + } + + #[test] + fn hosted_tool_search_allows_bare_declaration() { + let expected = serde_json::json!({"type": "tool_search"}); + let tool: ResponsesTool = serde_json::from_value(expected.clone()).unwrap(); + let ResponsesTool::ToolSearch(search) = &tool else { + panic!("expected tool_search declaration"); + }; + assert_eq!(search.execution, None); + assert_eq!(serde_json::to_value(tool).unwrap(), expected); + } } diff --git a/crates/agentic-server-core/tests/accumulator_cassette_test.rs b/crates/agentic-server-core/tests/accumulator_cassette_test.rs index 54f21e5f..a4165cf5 100644 --- a/crates/agentic-server-core/tests/accumulator_cassette_test.rs +++ b/crates/agentic-server-core/tests/accumulator_cassette_test.rs @@ -9,7 +9,10 @@ use serde::Deserialize; use agentic_core::executor::accumulator::ResponseAccumulator; use agentic_core::types::event::MessageStatus; -use agentic_core::types::io::{CustomToolCall, FunctionToolCall, OutputItem, WebSearchCall}; +use agentic_core::types::io::{ + CustomToolCall, FunctionToolCall, OutputItem, ToolSearchCall, ToolSearchStatus, WebSearchCall, +}; +use agentic_core::types::tools::ToolSearchExecution; const CASSETTE_DIR: &str = concat!(env!("CARGO_MANIFEST_DIR"), "/tests/cassettes/events"); const TOOL_CALLS_DIR: &str = concat!(env!("CARGO_MANIFEST_DIR"), "/tests/cassettes/tool_calls"); @@ -20,6 +23,8 @@ const WEB_SEARCH_GATEWAY_MODEL: &str = "Qwen/Qwen3.5-35B-A3B-FP8"; const WEB_SEARCH_GATEWAY_MODEL_SLUG: &str = "Qwen-Qwen3.5-35B-A3B-FP8"; const WEB_SEARCH_OPENAI_MODEL: &str = "gpt-5.6"; const WEB_SEARCH_OPENAI_MODEL_SLUG: &str = "gpt-5.6"; +const TOOL_SEARCH_GATEWAY_MODEL: &str = "Qwen/Qwen3.6-35B-A3B"; +const TOOL_SEARCH_OPENAI_MODEL: &str = "gpt-5.6"; // --- Legacy event cassette format --- @@ -67,6 +72,8 @@ struct TurnResponse { status_code: Option, #[serde(default)] sse: Vec, + #[serde(default)] + websocket: Vec, body: Option, } @@ -160,6 +167,24 @@ fn process_codex_streaming_turn(cassette: &TurnCassette, turn_idx: usize, model: payload.output } +fn process_websocket_turn(cassette: &TurnCassette, turn_idx: usize, model: &str) -> Vec { + let data_lines = cassette.turns[turn_idx] + .response + .websocket + .iter() + .map(|message| format!("data: {message}")) + .collect::>(); + assert!( + !data_lines.is_empty(), + "WebSocket cassette turn {} must have messages", + turn_idx + 1 + ); + let acc = ResponseAccumulator::from_sse_lines(data_lines, None); + let payload = acc.finalize(model, None, None); + assert_eq!(payload.status, "completed"); + payload.output +} + fn first_function_call(output: &[OutputItem]) -> &FunctionToolCall { output .iter() @@ -191,6 +216,44 @@ fn turn_request_body(turn: &Turn) -> serde_json::Value { serde_json::to_value(body).expect("request body must convert to JSON") } +#[derive(Clone, Copy)] +enum CodexToolSearchTransport { + HttpStreaming, + HttpNonStreaming, + WebSocket, +} + +fn recorded_completed_response(turn: &Turn) -> serde_json::Value { + if let Some(body) = &turn.response.body { + return body.clone(); + } + if !turn.response.websocket.is_empty() { + return turn + .response + .websocket + .iter() + .filter_map(|message| serde_json::from_str::(message).ok()) + .find(|event| event["type"] == "response.completed") + .map(|event| event["response"].clone()) + .expect("WebSocket turn must contain response.completed"); + } + extract_data_lines(&turn.response.sse) + .iter() + .find_map(|line| { + let data = line.strip_prefix("data: ")?; + let event: serde_json::Value = serde_json::from_str(data).ok()?; + (event["type"] == "response.completed").then(|| event["response"].clone()) + }) + .expect("HTTP streaming turn must contain response.completed") +} + +fn recorded_completed_response_id(turn: &Turn) -> String { + recorded_completed_response(turn)["id"] + .as_str() + .map(ToOwned::to_owned) + .expect("completed response must contain an id") +} + // === Legacy cassette tests === /// Feeds a real vLLM `function_call` SSE recording through the accumulator and @@ -631,6 +694,299 @@ fn test_codex_gateway_websocket_cassettes_preserve_function_and_namespace_calls( } } +fn assert_codex_tool_search_declarations(tools: &serde_json::Value, expected_defer_loading: Option, label: &str) { + let tools = tools + .as_array() + .unwrap_or_else(|| panic!("{label} should declare tools")); + let search: Vec<_> = tools.iter().filter(|tool| tool["type"] == "tool_search").collect(); + assert_eq!(search.len(), 1, "{label} should declare one native tool_search"); + assert_eq!(search[0]["execution"], "client"); + assert!( + !tools + .iter() + .any(|tool| tool["type"] == "function" && tool["name"] == "tool_search"), + "{label} should not leak the provider function fallback" + ); + let namespaces: Vec<_> = tools + .iter() + .filter(|tool| tool["type"] == "namespace" && tool["name"] == "mcp__agentic_fixture") + .collect(); + assert_eq!(namespaces.len(), 1, "{label} should declare one fixture namespace"); + let members = namespaces[0]["tools"] + .as_array() + .unwrap_or_else(|| panic!("{label} namespace should contain tools")); + let add_numbers: Vec<_> = members.iter().filter(|tool| tool["name"] == "add_numbers").collect(); + assert_eq!(add_numbers.len(), 1, "{label} should declare add_numbers exactly once"); + if let Some(expected_defer_loading) = expected_defer_loading { + assert_eq!( + add_numbers[0].get("defer_loading").and_then(serde_json::Value::as_bool), + Some(expected_defer_loading), + "{label} add_numbers defer_loading" + ); + } else { + assert!( + add_numbers[0].get("defer_loading").is_none(), + "{label} should omit add_numbers defer_loading after loading" + ); + } +} + +fn assert_loaded_codex_add_numbers(tools: &serde_json::Value, label: &str) { + let tools = tools.as_array().unwrap_or_else(|| panic!("{label} should load tools")); + let namespaces: Vec<_> = tools + .iter() + .filter(|tool| tool["type"] == "namespace" && tool["name"] == "mcp__agentic_fixture") + .collect(); + assert_eq!(namespaces.len(), 1, "{label} should load one fixture namespace"); + let members = namespaces[0]["tools"] + .as_array() + .unwrap_or_else(|| panic!("{label} loaded namespace should contain tools")); + assert_eq!( + members.iter().filter(|tool| tool["name"] == "add_numbers").count(), + 1, + "{label} should load add_numbers exactly once" + ); +} + +fn assert_codex_tool_search_lifecycle(cassette: &TurnCassette, transport: CodexToolSearchTransport, label: &str) { + for (turn_idx, turn) in cassette.turns.iter().enumerate() { + let turn_label = format!("{label} turn {}", turn_idx + 1); + let expected_defer_loading = (turn_idx == 0).then_some(true); + if matches!(transport, CodexToolSearchTransport::HttpNonStreaming) { + assert_codex_tool_search_declarations( + &recorded_completed_response(turn)["tools"], + expected_defer_loading, + &turn_label, + ); + continue; + } + let events: Vec = match transport { + CodexToolSearchTransport::HttpStreaming => extract_data_lines(&turn.response.sse) + .iter() + .filter_map(|line| line.strip_prefix("data: ")) + .filter(|data| *data != "[DONE]") + .map(|data| serde_json::from_str(data).expect("SSE event should be JSON")) + .collect(), + CodexToolSearchTransport::WebSocket => turn + .response + .websocket + .iter() + .map(|message| serde_json::from_str(message).expect("WebSocket message should be JSON")) + .collect(), + CodexToolSearchTransport::HttpNonStreaming => unreachable!(), + }; + for event_type in ["response.created", "response.in_progress", "response.completed"] { + let lifecycle: Vec<_> = events.iter().filter(|event| event["type"] == event_type).collect(); + assert_eq!(lifecycle.len(), 1, "{turn_label} should contain one {event_type}"); + assert_codex_tool_search_declarations( + &lifecycle[0]["response"]["tools"], + expected_defer_loading, + &turn_label, + ); + } + assert!( + !events + .iter() + .any(|event| { event["item"]["type"] == "function_call" && event["item"]["name"] == "tool_search" }), + "{turn_label} should not leak fallback function-call events" + ); + } +} + +fn assert_codex_tool_search_transport( + cassette: &TurnCassette, + transport: CodexToolSearchTransport, + model: &str, + label: &str, +) { + assert_eq!(cassette.turns.len(), 3, "{label} should have three turns"); + for (turn_idx, turn) in cassette.turns.iter().enumerate() { + let request = serde_json::to_value(&turn.request).expect("request should convert to JSON"); + let body = turn_request_body(turn); + let turn_label = format!("{label} request turn {}", turn_idx + 1); + assert_codex_tool_search_declarations(&body["tools"], Some(true), &turn_label); + assert_eq!(body["model"], model, "{label} should use the expected model"); + match transport { + CodexToolSearchTransport::HttpStreaming => { + assert_eq!(turn.response.status_code, Some(200)); + assert_eq!(body["stream"], true); + assert!(!turn.response.sse.is_empty(), "{label} should contain SSE events"); + assert!(turn.response.body.is_none()); + } + CodexToolSearchTransport::HttpNonStreaming => { + assert_eq!(turn.response.status_code, Some(200)); + assert_eq!(body["stream"], false); + assert!(turn.response.sse.is_empty()); + assert!(turn.response.body.is_some(), "{label} should contain an HTTP body"); + } + CodexToolSearchTransport::WebSocket => { + assert_eq!(turn.response.status_code, Some(101)); + assert_eq!(request["transport"], "websocket"); + assert_eq!(request["method"], "WEBSOCKET"); + assert_eq!(body["type"], "response.create"); + assert!(body.get("stream").is_none()); + assert!( + !turn.response.websocket.is_empty(), + "{label} should contain WebSocket messages" + ); + } + } + } +} + +fn process_codex_tool_search_turn( + cassette: &TurnCassette, + turn_idx: usize, + transport: CodexToolSearchTransport, + model: &str, +) -> Vec { + match transport { + CodexToolSearchTransport::HttpStreaming => process_codex_streaming_turn(cassette, turn_idx, model), + CodexToolSearchTransport::HttpNonStreaming => process_nonstreaming_turn(cassette, turn_idx, model), + CodexToolSearchTransport::WebSocket => process_websocket_turn(cassette, turn_idx, model), + } +} + +fn assert_exact_codex_tool_search_message(output: &[OutputItem], label: &str) { + let messages: Vec<_> = output + .iter() + .filter_map(|item| match item { + OutputItem::Message(message) => Some(message), + _ => None, + }) + .collect(); + assert_eq!(messages.len(), 1, "{label} should contain one assistant message"); + let text = messages[0] + .content + .iter() + .map(|content| content.text.as_str()) + .collect::(); + assert_eq!(text.trim(), "TOOL_SEARCH_CODEX_OK_42", "{label} final message"); +} + +fn assert_codex_tool_search_full_client_flow( + cassette: &TurnCassette, + transport: CodexToolSearchTransport, + model: &str, + label: &str, +) { + assert_codex_tool_search_transport(cassette, transport, model, label); + assert_codex_tool_search_lifecycle(cassette, transport, label); + let completed1 = recorded_completed_response(&cassette.turns[0]); + let raw_calls: Vec<_> = completed1["output"] + .as_array() + .unwrap_or_else(|| panic!("{label} turn 1 should contain output")) + .iter() + .filter(|item| item["type"] == "tool_search_call") + .collect(); + assert_eq!( + raw_calls.len(), + 1, + "{label} should expose one canonical tool_search_call" + ); + + let output1 = process_codex_tool_search_turn(cassette, 0, transport, model); + let search_call = assert_completed_client_tool_search(label, &output1); + let search_call_id = search_call + .call_id + .as_deref() + .expect("tool_search_call should have call_id"); + let turn2 = turn_request_body(&cassette.turns[1]); + let response1_id = recorded_completed_response_id(&cassette.turns[0]); + assert_eq!(turn2["previous_response_id"].as_str(), Some(response1_id.as_str())); + let search_outputs: Vec<_> = turn2["input"] + .as_array() + .expect("turn 2 input should be an array") + .iter() + .filter(|item| item["type"] == "tool_search_output") + .collect(); + assert_eq!(search_outputs.len(), 1, "{label} should return one tool_search_output"); + let search_output = search_outputs[0]; + assert_eq!(search_output["call_id"], search_call_id); + assert_eq!(search_output["execution"], "client"); + assert_eq!(search_output["status"], "completed"); + assert_loaded_codex_add_numbers(&search_output["tools"], label); + + let output2 = process_codex_tool_search_turn(cassette, 1, transport, model); + assert_eq!(count_function_calls(&output2), 1, "{label} turn 2 should have one call"); + let function_call = first_function_call(&output2); + assert_eq!(function_call.namespace.as_deref(), Some("mcp__agentic_fixture")); + assert_eq!(function_call.name, "add_numbers"); + let arguments: serde_json::Value = + serde_json::from_str(&function_call.arguments).expect("arguments should be JSON"); + assert_eq!(arguments["numbers"], serde_json::json!([8, 13, 21])); + assert!(!function_call.call_id.is_empty()); + assert_ne!( + search_call_id, + function_call.call_id.as_str(), + "{label} search and function calls should use distinct IDs" + ); + + let turn3 = turn_request_body(&cassette.turns[2]); + let response2_id = recorded_completed_response_id(&cassette.turns[1]); + assert_eq!(turn3["previous_response_id"].as_str(), Some(response2_id.as_str())); + let function_outputs: Vec<_> = turn3["input"] + .as_array() + .expect("turn 3 input should be an array") + .iter() + .filter(|item| item["type"] == "function_call_output") + .collect(); + assert_eq!(function_outputs.len(), 1, "{label} should return one function output"); + assert_eq!(function_outputs[0]["call_id"], function_call.call_id); + assert_eq!(function_outputs[0]["output"], r#"{"sum":42,"count":3}"#); + + let output3 = process_codex_tool_search_turn(cassette, 2, transport, model); + assert_exact_codex_tool_search_message(&output3, label); + assert_eq!(count_function_calls(&output3), 0); + assert!(!output3.iter().any(|item| matches!(item, OutputItem::ToolSearchCall(_)))); +} + +#[test] +fn test_codex_tool_search_full_client_flow_matrix() { + let cases = [ + ( + "gateway HTTP streaming", + "codex-gateway-http-tool-search-Qwen-Qwen3.6-35B-A3B-streaming.yaml", + TOOL_SEARCH_GATEWAY_MODEL, + CodexToolSearchTransport::HttpStreaming, + ), + ( + "gateway HTTP non-streaming", + "codex-gateway-http-tool-search-Qwen-Qwen3.6-35B-A3B-nonstreaming.yaml", + TOOL_SEARCH_GATEWAY_MODEL, + CodexToolSearchTransport::HttpNonStreaming, + ), + ( + "gateway WebSocket", + "codex-gateway-websocket-tool-search-Qwen-Qwen3.6-35B-A3B-streaming.yaml", + TOOL_SEARCH_GATEWAY_MODEL, + CodexToolSearchTransport::WebSocket, + ), + ( + "OpenAI HTTPS streaming", + "codex-openai-https-tool-search-gpt-5.6-streaming.yaml", + TOOL_SEARCH_OPENAI_MODEL, + CodexToolSearchTransport::HttpStreaming, + ), + ( + "OpenAI HTTPS non-streaming", + "codex-openai-https-tool-search-gpt-5.6-nonstreaming.yaml", + TOOL_SEARCH_OPENAI_MODEL, + CodexToolSearchTransport::HttpNonStreaming, + ), + ( + "OpenAI WebSocket", + "codex-openai-websocket-tool-search-gpt-5.6-streaming.yaml", + TOOL_SEARCH_OPENAI_MODEL, + CodexToolSearchTransport::WebSocket, + ), + ]; + for (label, filename, model, transport) in cases { + let cassette = load_codex_cassette(filename); + assert_codex_tool_search_full_client_flow(&cassette, transport, model, label); + } +} + #[test] fn test_codex_custom_tool_cassettes_preserve_raw_input() { let gateway_http = load_codex_cassette("codex-gateway-http-custom-tool-Qwen-Qwen3.6-35B-A3B-streaming.yaml"); @@ -943,6 +1299,35 @@ fn assert_matching_web_search_output(openai: &[OutputItem], gateway: &[OutputIte ); } +fn assert_completed_client_tool_search<'a>(provider: &str, output: &'a [OutputItem]) -> &'a ToolSearchCall { + assert_eq!( + count_function_calls(output), + 0, + "{provider} public output must not leak the provider function fallback" + ); + let calls: Vec<_> = output + .iter() + .filter_map(|item| match item { + OutputItem::ToolSearchCall(call) => Some(call), + _ => None, + }) + .collect(); + assert_eq!(calls.len(), 1, "{provider} output should contain one tool_search_call"); + + let call = calls[0]; + assert_eq!(call.execution, Some(ToolSearchExecution::Client)); + assert_eq!(call.status, Some(ToolSearchStatus::Completed)); + assert!(call.requires_client_execution()); + assert!( + call.arguments + .get("goal") + .and_then(serde_json::Value::as_str) + .is_some_and(|goal| !goal.is_empty()), + "{provider} tool_search_call should contain a nonempty goal" + ); + call +} + /// Extracts the `arguments` JSON string from the first function call in output items. fn get_first_fc_arguments(output: &[OutputItem]) -> String { output @@ -987,10 +1372,8 @@ fn test_web_search_accumulator_streaming_matches_openai() { assert_matching_web_search_output(&openai_output, &gateway_output); } -// ═══════════════════════════════════════════════════════════════════ // Stateful 3-turn: get_job_status → get_error_logs → search_runbook // Non-streaming, store=true, previous_response_id chain -// ═══════════════════════════════════════════════════════════════════ #[test] fn test_stateful_responses_3turn_tool_calls() { diff --git a/crates/agentic-server-core/tests/cassettes/README.md b/crates/agentic-server-core/tests/cassettes/README.md index b5d31756..e4e035c4 100644 --- a/crates/agentic-server-core/tests/cassettes/README.md +++ b/crates/agentic-server-core/tests/cassettes/README.md @@ -47,6 +47,7 @@ The recorder scripts (`record_reasoning_cassettes.sh`, `record_tool_call_cassett --output PATH Output YAML path --mode MODE responses | conv | isolation | mixed | store_true_then_store_false (default: conv) --stream / --no-stream Streaming or non-streaming (default: streaming) +--transport TRANSPORT http | websocket (default: http; WebSocket requires responses mode) --model NAME Model name sent in requests --no-store Set store=false --vllm URL vLLM upstream, e.g. http://localhost:8000 (responses mode only) @@ -158,6 +159,31 @@ turns: - "data: {...}\n" ``` +**Responses WebSocket turn -- `response.websocket` contains the raw JSON messages:** + +```yaml +turns: +- filename: t1 + request: + method: WEBSOCKET + path: /v1/responses + transport: websocket + body: + type: response.create + model: gpt-5.6 + input: Call tool_search. + response: + status_code: 101 + headers: + transport: websocket + websocket: + - '{"type":"response.created","response":{"status":"in_progress"}}' + - '{"type":"response.completed","response":{"status":"completed"}}' +``` + +The recorder also writes an SSE-formatted compatibility mirror for replay helpers, but WebSocket contract tests should +read `response.websocket` so they validate the recorded transport directly. + ## Recorder scripts | Script | Cassettes | Backend | @@ -165,7 +191,7 @@ turns: | `record_text_only_cassettes.sh` | 10 text-only cassettes (responses + conv modes, streaming + non-streaming) | OpenAI (`OPENAI_API_KEY`) | | `record_reasoning_cassettes.sh` | 2 reasoning cassettes (single turn, streaming + non-streaming) | vLLM | | `record_tool_call_cassettes.sh` | 8 tool-call cassettes (4 tool_choice modes x streaming + non-streaming) | vLLM | -| `record_codex_cli_tool_call_cassettes.sh` | Codex function/namespace/custom-tool matrix | gateway, vLLM, and OpenAI | +| `record_codex_cli_tool_call_cassettes.sh` | Codex function/namespace/custom-tool matrix plus full client tool-search flows | gateway, vLLM, and OpenAI | | `record_mcp_cassettes.sh` | Native MCP counter tool discovery and calls (streaming + non-streaming) | gateway and OpenAI reference | | `record_web_search_cassettes.sh` | Matching web-search calls (streaming + non-streaming) | gateway and OpenAI reference | @@ -202,7 +228,7 @@ OPENAI_API_KEY=sk-... \ bash crates/agentic-server-core/tests/cassettes/record_web_search_cassettes.sh ``` -### Codex custom tools (gateway, vLLM, and OpenAI) +### Codex tools (gateway, vLLM, and OpenAI) The custom fixture uses a Lark grammar and records two turns: the model returns raw `custom_tool_call.input`, then the recorder submits the matching `custom_tool_call_output` before the follow-up user message. @@ -221,6 +247,30 @@ OPENAI_CUSTOM_MODEL=gpt-5.6 \ bash tests/cassettes/record_codex_cli_tool_call_cassettes.sh openai-custom ``` +The Codex tool-search matrix records the full three-turn client continuation against the gateway and OpenAI using +HTTP streaming, HTTP non-streaming, and Responses WebSocket. The `all` and `experimental-all` targets include all six +recordings. Record only the tool-search matrix with: + +```bash +OPENAI_API_KEY=sk-... \ +GATEWAY_URL=http://127.0.0.1:3018 \ +V_MODEL=Qwen/Qwen3.6-35B-A3B \ +OPENAI_TOOL_SEARCH_MODEL=gpt-5.6 \ +bash crates/agentic-server-core/tests/cassettes/record_codex_cli_tool_call_cassettes.sh \ + tool-search +``` + +Provider-focused targets are `gateway-tool-search` and `openai-tool-search`. Transport-focused targets are +`gateway-http-tool-search`, `gateway-ws-tool-search`, `openai-https-tool-search`, and `openai-ws-tool-search`. For +example, record only the gateway WebSocket flow with: + +```bash +GATEWAY_URL=http://127.0.0.1:3018 \ +V_MODEL=Qwen/Qwen3.6-35B-A3B \ +bash crates/agentic-server-core/tests/cassettes/record_codex_cli_tool_call_cassettes.sh \ + gateway-ws-tool-search +``` + ### Compaction replay (OpenAI) These recordings capture the non-streaming `/v1/responses` inference calls replayed by the compaction integration diff --git a/crates/agentic-server-core/tests/cassettes/codex/codex-gateway-http-tool-search-Qwen-Qwen3.6-35B-A3B-nonstreaming.yaml b/crates/agentic-server-core/tests/cassettes/codex/codex-gateway-http-tool-search-Qwen-Qwen3.6-35B-A3B-nonstreaming.yaml new file mode 100644 index 00000000..9bca67a0 --- /dev/null +++ b/crates/agentic-server-core/tests/cassettes/codex/codex-gateway-http-tool-search-Qwen-Qwen3.6-35B-A3B-nonstreaming.yaml @@ -0,0 +1,472 @@ +turns: +- filename: t1 + request: + body: + input: Call tool_search to load mcp__agentic_fixture.add_numbers for adding + [8, 13, 21]. Do not call add_numbers yet. + max_output_tokens: 4096 + model: Qwen/Qwen3.6-35B-A3B + store: true + stream: false + tools: + - description: Find the project-specific function needed to continue the task. + execution: client + parameters: + additionalProperties: false + properties: + goal: + type: string + required: + - goal + type: object + type: tool_search + - description: Deferred Codex namespace fixture for tool-search recording. + name: mcp__agentic_fixture + tools: + - defer_loading: true + description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + headers: + accept: '*/*' + content-type: application/json + user-agent: python-httpx/0.28.1 + method: POST + path: /v1/responses + query_params: {} + response: + body: + conversation_id: null + created_at: 1785759519 + error: null + id: resp_019fc78f-bf53-7660-8362-5931c6f2b73b + incomplete_details: null + instructions: null + model: Qwen/Qwen3.6-35B-A3B + object: response + output: + - content: + - text: "The user wants me to call `tool_search` to find/load the `mcp__agentic_fixture.add_numbers`\ + \ function.\nThe goal for `tool_search` should be related to adding numbers\ + \ or specifically finding `add_numbers`.\nI must not call `add_numbers`\ + \ yet.\n\nParameters for `tool_search`:\n- goal: \"load mcp__agentic_fixture.add_numbers\ + \ for adding [8, 13, 21]\" or simply \"find add_numbers tool\"\n\nLet's\ + \ construct the call.\n`tool_search(goal=\"load mcp__agentic_fixture.add_numbers\ + \ for adding [8, 13, 21]\")` or similar.\nThe prompt says: \"Call tool_search\ + \ to load mcp__agentic_fixture.add_numbers for adding [8, 13, 21].\"\n\ + I will use exactly that or a close variation for the goal.\nActually,\ + \ the tool description says `tool_search` is \"Find the project-specific\ + \ function needed to continue the task.\"\nSo I'll set goal to \"load\ + \ mcp__agentic_fixture.add_numbers\".\nLet's proceed. \nWait, the prompt\ + \ says \"Call tool_search to load mcp__agentic_fixture.add_numbers for\ + \ adding [8, 13, 21].\"\nI will pass this exact phrase or a concise version.\n\ + `tool_search(goal=\"load mcp__agentic_fixture.add_numbers for adding [8,\ + \ 13, 21]\")`\nDone. \nCalling tool. \nProceeds. \nOutput matches expected.\n\ + Let's generate. \nWait, checking the tool name: `tool_search`.\nParameters:\ + \ `goal` (string).\nReady. \nI will call `tool_search` with goal=\"load\ + \ mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\".\nDone. \n\ + Proceeding. \n[Self-Correction/Verification]\nThe instruction says \"\ + Do not call add_numbers yet.\" So only `tool_search`.\nAll good. \nOutput\ + \ matches tool call format. \nProceeds. \n`tool_search(goal=\"load mcp__agentic_fixture.add_numbers\ + \ for adding [8, 13, 21]\")`\nDone. \nExecuting. \n[Output Generation]\ + \ -> tool call. \nDone. \n(Self-Correction/Refinement during thought)\n\ + Actually, the tool might just need a simple goal. I'll stick to the exact\ + \ phrasing or a clear description.\n\"load mcp__agentic_fixture.add_numbers\ + \ for adding [8, 13, 21]\" is fine.\nLet's output. \n[Done] \n`call: default_api:tool_search{\"\ + goal\": \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\"\ + }`\nWait, checking format: `tool_search` expects `goal`.\nAll good. \n\ + Proceeds. \n[Final Check]\nUser: \"Call tool_search to load mcp__agentic_fixture.add_numbers\ + \ for adding [8, 13, 21]. Do not call add_numbers yet.\"\nAction: Call\ + \ `tool_search` with `goal` = \"load mcp__agentic_fixture.add_numbers\ + \ for adding [8, 13, 21]\".\nMatches instructions.\nReady. \nOutput matches.\ + \ \n[Proceeds] \n(Note: I will generate the tool call exactly as requested.)\ + \ \n`call: default_api:tool_search{\"goal\": \"load mcp__agentic_fixture.add_numbers\ + \ for adding [8, 13, 21]\"}` \nDone. \n(Self-Correction/Note during generation\ + \ prep)\nActually, the prompt says \"Call tool_search to load mcp__agentic_fixture.add_numbers\ + \ for adding [8, 13, 21].\"\nI'll just use that as the goal.\nProceeds.\ + \ \n[Output Generation] -> Tool call.\n" + type: reasoning_text + encrypted_content: null + id: rs_019fc78f-d0bf-7a41-a089-fecb0756fa47 + status: null + summary: [] + type: reasoning + - arguments: + goal: load mcp__agentic_fixture.add_numbers for adding [8, 13, 21] + call_id: chatcmpl-tool-af42afb5d9509721 + execution: client + status: completed + type: tool_search_call + previous_response_id: null + status: completed + tools: + - description: Find the project-specific function needed to continue the task. + execution: client + parameters: + additionalProperties: false + properties: + goal: + type: string + required: + - goal + type: object + type: tool_search + - description: Deferred Codex namespace fixture for tool-search recording. + name: mcp__agentic_fixture + tools: + - defer_loading: true + description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + usage: + input_tokens: 392 + input_tokens_details: + cached_tokens: 0 + output_tokens: 876 + output_tokens_details: + reasoning_tokens: 771 + total_tokens: 1268 + headers: + content-type: application/json + status_code: 200 +- filename: t2 + request: + body: + input: + - call_id: chatcmpl-tool-af42afb5d9509721 + execution: client + status: completed + tools: + - description: Loaded Codex namespace fixture. + name: mcp__agentic_fixture + tools: + - defer_loading: true + description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + type: tool_search_output + - content: Call the loaded mcp__agentic_fixture.add_numbers function with numbers + [8, 13, 21]. + role: user + type: message + max_output_tokens: 4096 + model: Qwen/Qwen3.6-35B-A3B + previous_response_id: resp_019fc78f-bf53-7660-8362-5931c6f2b73b + store: true + stream: false + tools: + - description: Find the project-specific function needed to continue the task. + execution: client + parameters: + additionalProperties: false + properties: + goal: + type: string + required: + - goal + type: object + type: tool_search + - description: Deferred Codex namespace fixture for tool-search recording. + name: mcp__agentic_fixture + tools: + - defer_loading: true + description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + headers: + accept: '*/*' + content-type: application/json + user-agent: python-httpx/0.28.1 + method: POST + path: /v1/responses + query_params: {} + response: + body: + conversation_id: null + created_at: 1785759521 + error: null + id: resp_019fc78f-d156-7432-84bc-84b98ce92f15 + incomplete_details: null + instructions: null + model: Qwen/Qwen3.6-35B-A3B + object: response + output: + - content: + - text: 'The user wants to call the `mcp__agentic_fixture.add_numbers` function + with the numbers `[8, 13, 21]`. + + I have already called `tool_search` to load it, and the result shows that + `mcp__agentic_fixture` namespace is loaded with `add_numbers` tool. + + Now I will call `mcp__agentic_fixture.add_numbers` with the specified + numbers. + + Wait, the available tools in the environment are: + + 1. `agentic_ns__mcp__agentic_fixture__add_numbers` (which corresponds + to `mcp__agentic_fixture.add_numbers`) + + 2. `add_numbers` + + + I will use `agentic_ns__mcp__agentic_fixture__add_numbers` with `numbers: + [8, 13, 21]`. + + Let''s verify the tool name mapping. Usually, `mcp__agentic_fixture__add_numbers` + or `agentic_ns__mcp__agentic_fixture__add_numbers`. + + Looking at the tools list provided in the prompt: + + `agentic_ns__mcp__agentic_fixture__add_numbers` + + `add_numbers` + + I will use `agentic_ns__mcp__agentic_fixture__add_numbers`. + + Parameters: `{"numbers": [8, 13, 21]}` + + Let''s make the call. + + ' + type: reasoning_text + encrypted_content: null + id: rs_019fc78f-d8e6-7751-b91a-658097acf2e5 + status: null + summary: [] + type: reasoning + - arguments: '{"numbers": [8, 13, 21]}' + call_id: chatcmpl-tool-8e2b71fa7650197a + id: fc_019fc78f-d90c-75e2-a3c5-7229100e775e + name: add_numbers + namespace: mcp__agentic_fixture + status: completed + type: function_call + previous_response_id: resp_019fc78f-bf53-7660-8362-5931c6f2b73b + status: completed + tools: + - description: Find the project-specific function needed to continue the task. + execution: client + parameters: + additionalProperties: false + properties: + goal: + type: string + required: + - goal + type: object + type: tool_search + - description: Deferred Codex namespace fixture for tool-search recording. + name: mcp__agentic_fixture + tools: + - description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + usage: + input_tokens: 688 + input_tokens_details: + cached_tokens: 0 + output_tokens: 339 + output_tokens_details: + reasoning_tokens: 269 + total_tokens: 1027 + headers: + content-type: application/json + status_code: 200 +- filename: t3 + request: + body: + input: + - call_id: chatcmpl-tool-8e2b71fa7650197a + output: '{"sum":42,"count":3}' + type: function_call_output + - content: Use the function output and return exactly TOOL_SEARCH_CODEX_OK_42. + role: user + type: message + max_output_tokens: 4096 + model: Qwen/Qwen3.6-35B-A3B + previous_response_id: resp_019fc78f-d156-7432-84bc-84b98ce92f15 + store: true + stream: false + tools: + - description: Find the project-specific function needed to continue the task. + execution: client + parameters: + additionalProperties: false + properties: + goal: + type: string + required: + - goal + type: object + type: tool_search + - description: Deferred Codex namespace fixture for tool-search recording. + name: mcp__agentic_fixture + tools: + - defer_loading: true + description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + headers: + accept: '*/*' + content-type: application/json + user-agent: python-httpx/0.28.1 + method: POST + path: /v1/responses + query_params: {} + response: + body: + conversation_id: null + created_at: 1785759522 + error: null + id: resp_019fc78f-d96c-79d0-b6a7-a0775450f3cd + incomplete_details: null + instructions: null + model: Qwen/Qwen3.6-35B-A3B + object: response + output: + - content: + - text: "The user wants me to return the string \"TOOL_SEARCH_CODEX_OK_42\"\ + \ based on the previous output.\nThe previous output from `mcp__agentic_fixtureadd_numbers`\ + \ was `{\"sum\":42,\"count\":3}`.\nThe user explicitly instructs: \"return\ + \ exactly TOOL_SEARCH_CODEX_OK_42.\"\nI will just output this string.\n\ + I don't need to call any tools.\nI'll just output the text.\nCheck format:\ + \ \"TOOL_SEARCH_CODEX_OK_42\"\nDone. \nProceeding. \nOutput: TOOL_SEARCH_CODEX_OK_42\n" + type: reasoning_text + encrypted_content: null + id: rs_019fc78f-dd83-7172-979b-dbdaaa92a606 + status: null + summary: [] + type: reasoning + - content: + - annotations: [] + text: ' + + + TOOL_SEARCH_CODEX_OK_42' + type: output_text + id: msg_019fc78f-dd9b-7e40-823a-de6c7791dc6b + role: assistant + status: completed + type: message + previous_response_id: resp_019fc78f-d156-7432-84bc-84b98ce92f15 + status: completed + tools: + - description: Find the project-specific function needed to continue the task. + execution: client + parameters: + additionalProperties: false + properties: + goal: + type: string + required: + - goal + type: object + type: tool_search + - description: Deferred Codex namespace fixture for tool-search recording. + name: mcp__agentic_fixture + tools: + - description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + usage: + input_tokens: 774 + input_tokens_details: + cached_tokens: 0 + output_tokens: 144 + output_tokens_details: + reasoning_tokens: 120 + total_tokens: 918 + headers: + content-type: application/json + status_code: 200 diff --git a/crates/agentic-server-core/tests/cassettes/codex/codex-gateway-http-tool-search-Qwen-Qwen3.6-35B-A3B-streaming.yaml b/crates/agentic-server-core/tests/cassettes/codex/codex-gateway-http-tool-search-Qwen-Qwen3.6-35B-A3B-streaming.yaml new file mode 100644 index 00000000..ae1ea708 --- /dev/null +++ b/crates/agentic-server-core/tests/cassettes/codex/codex-gateway-http-tool-search-Qwen-Qwen3.6-35B-A3B-streaming.yaml @@ -0,0 +1,5091 @@ +turns: +- filename: t1 + request: + body: + input: Call tool_search to load mcp__agentic_fixture.add_numbers for adding + [8, 13, 21]. Do not call add_numbers yet. + max_output_tokens: 4096 + model: Qwen/Qwen3.6-35B-A3B + store: true + stream: true + tools: + - description: Find the project-specific function needed to continue the task. + execution: client + parameters: + additionalProperties: false + properties: + goal: + type: string + required: + - goal + type: object + type: tool_search + - description: Deferred Codex namespace fixture for tool-search recording. + name: mcp__agentic_fixture + tools: + - defer_loading: true + description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + headers: + accept: '*/*' + content-type: application/json + user-agent: python-httpx/0.28.1 + method: POST + path: /v1/responses + query_params: {} + response: + headers: + content-type: text/event-stream; charset=utf-8 + sse: + - 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'data: {"type":"response.reasoning_text.delta","sequence_number":255,"output_index":0,"content_index":0,"delta":"`call","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":256,"output_index":0,"content_index":0,"delta":":default","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":257,"output_index":0,"content_index":0,"delta":"_api:tool","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":258,"output_index":0,"content_index":0,"delta":"_search{\"goal","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":259,"output_index":0,"content_index":0,"delta":"\":\"load + m","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":260,"output_index":0,"content_index":0,"delta":"cp__ag","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":261,"output_index":0,"content_index":0,"delta":"entic_fixture.add","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":262,"output_index":0,"content_index":0,"delta":"_numbers + for adding","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":263,"output_index":0,"content_index":0,"delta":" + [8,","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":264,"output_index":0,"content_index":0,"delta":" + 13","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":265,"output_index":0,"content_index":0,"delta":", + 2","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":266,"output_index":0,"content_index":0,"delta":"1]\"}`","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":267,"output_index":0,"content_index":0,"delta":"\nWait,","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":268,"output_index":0,"content_index":0,"delta":" + checking","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":269,"output_index":0,"content_index":0,"delta":" + the exact tool","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":270,"output_index":0,"content_index":0,"delta":" + name in","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":271,"output_index":0,"content_index":0,"delta":" + the prompt:","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":272,"output_index":0,"content_index":0,"delta":" + `mcp","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":273,"output_index":0,"content_index":0,"delta":"__agentic","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":274,"output_index":0,"content_index":0,"delta":"_fixture.add_numbers","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":275,"output_index":0,"content_index":0,"delta":"`","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":276,"output_index":0,"content_index":0,"delta":"\nI","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":277,"output_index":0,"content_index":0,"delta":"''ll","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":278,"output_index":0,"content_index":0,"delta":" + use exactly that","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":279,"output_index":0,"content_index":0,"delta":".\nDone","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":280,"output_index":0,"content_index":0,"delta":". + \nProceed","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":281,"output_index":0,"content_index":0,"delta":"s. + \n","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":282,"output_index":0,"content_index":0,"delta":"Output","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":283,"output_index":0,"content_index":0,"delta":" + Generation","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":284,"output_index":0,"content_index":0,"delta":". + \n(Note","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":285,"output_index":0,"content_index":0,"delta":": + I will","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":286,"output_index":0,"content_index":0,"delta":" + format","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":287,"output_index":0,"content_index":0,"delta":" + it","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":288,"output_index":0,"content_index":0,"delta":" + as a standard","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":289,"output_index":0,"content_index":0,"delta":" + tool call)","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":290,"output_index":0,"content_index":0,"delta":"\n`\n","item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.done","sequence_number":291,"output_index":0,"content_index":0,"item_id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd","text":"The + user wants me to call `tool_search` to load a specific tool named `mcp__agentic_fixture.add_numbers` + for the purpose of adding the numbers [8, 13, 21].\nThe user explicitly instructs + me *not* to call `add_numbers` yet.\nSo I just need to call `tool_search` with + a goal that reflects this intent.\n\nGoal string could be something like \"load + mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\" or just mention the + tool name.\nLet''s look at the `tool_search` function:\n`tool_search(goal: string)`\n\nI + will pass the exact tool name or a descriptive goal to `tool_search`.\n`tool_search(\"load + mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\")`\n\nWait, the prompt + says \"Call tool_search to load mcp__agentic_fixture.add_numbers for adding + [8, 13, 21].\"\nI will use that exact phrase or something similar as the goal.\nLet''s + just pass the goal.\nProceed. \nWait, should I include the numbers in the goal? + \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\" is fine.\nI''ll + make the function call. \nChecking parameters: `goal` is required.\nAll good. + \nCalling tool_search. \nI''ll format it correctly. \n`tool_search(goal=\"load + mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\")`\nDone. \nLet''s + output. \nActually, I should just use the tool.\nWait, `tool_search` returns + the tool definition or configuration. I don''t need to simulate it, I just call + it.\nProceeding. \n`call: default_api:tool_search{\"goal\": \"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\"}`\nWait, the user says \"Call tool_search to load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21].\"\nI''ll stick to that.\nDone. \nOutput matches requirement.\nLet''s + generate. \n(Self-Correction/Refinement during thought)\nIs there any specific + format required? No.\nI will just call the tool.\nDone. \nProceed. \n`tool_search` + with goal `load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]`\nDone. + \nOutput matches. \nProceeds. \n[Final Check]\nFunction: tool_search\nParameter: + goal = \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\"\nUser + explicitly says \"Do not call add_numbers yet.\"\nAll constraints met.\nOutputting. + \n[Done] \n`call:default_api:tool_search{\"goal\":\"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\"}`\nWait, checking the exact tool name in the prompt: + `mcp__agentic_fixture.add_numbers`\nI''ll use exactly that.\nDone. \nProceeds. + \nOutput Generation. \n(Note: I will format it as a standard tool call)\n`\n"} + + ' + - ' + + ' + - 'data: {"type":"response.output_item.done","sequence_number":292,"output_index":0,"item":{"content":[{"text":"The + user wants me to call `tool_search` to load a specific tool named `mcp__agentic_fixture.add_numbers` + for the purpose of adding the numbers [8, 13, 21].\nThe user explicitly instructs + me *not* to call `add_numbers` yet.\nSo I just need to call `tool_search` with + a goal that reflects this intent.\n\nGoal string could be something like \"load + mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\" or just mention the + tool name.\nLet''s look at the `tool_search` function:\n`tool_search(goal: string)`\n\nI + will pass the exact tool name or a descriptive goal to `tool_search`.\n`tool_search(\"load + mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\")`\n\nWait, the prompt + says \"Call tool_search to load mcp__agentic_fixture.add_numbers for adding + [8, 13, 21].\"\nI will use that exact phrase or something similar as the goal.\nLet''s + just pass the goal.\nProceed. \nWait, should I include the numbers in the goal? + \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\" is fine.\nI''ll + make the function call. \nChecking parameters: `goal` is required.\nAll good. + \nCalling tool_search. \nI''ll format it correctly. \n`tool_search(goal=\"load + mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\")`\nDone. \nLet''s + output. \nActually, I should just use the tool.\nWait, `tool_search` returns + the tool definition or configuration. I don''t need to simulate it, I just call + it.\nProceeding. \n`call: default_api:tool_search{\"goal\": \"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\"}`\nWait, the user says \"Call tool_search to load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21].\"\nI''ll stick to that.\nDone. \nOutput matches requirement.\nLet''s + generate. \n(Self-Correction/Refinement during thought)\nIs there any specific + format required? No.\nI will just call the tool.\nDone. \nProceed. \n`tool_search` + with goal `load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]`\nDone. + \nOutput matches. \nProceeds. \n[Final Check]\nFunction: tool_search\nParameter: + goal = \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\"\nUser + explicitly says \"Do not call add_numbers yet.\"\nAll constraints met.\nOutputting. + \n[Done] \n`call:default_api:tool_search{\"goal\":\"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\"}`\nWait, checking the exact tool name in the prompt: + `mcp__agentic_fixture.add_numbers`\nI''ll use exactly that.\nDone. \nProceeds. + \nOutput Generation. \n(Note: I will format it as a standard tool call)\n`\n","type":"reasoning_text"}],"id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd","summary":[],"type":"reasoning"}} + + ' + - ' + + ' + - 'data: {"type":"response.output_item.added","sequence_number":293,"output_index":1,"item":{"arguments":{},"call_id":"chatcmpl-tool-9caaa2c05e6f4666","execution":"client","status":"in_progress","type":"tool_search_call"}} + + ' + - ' + + ' + - 'data: {"type":"response.output_item.done","sequence_number":294,"output_index":1,"item":{"arguments":{"goal":"load + mcp__agentic_fixture.add_numbers for adding [8, 13, 21]"},"call_id":"chatcmpl-tool-9caaa2c05e6f4666","execution":"client","status":"completed","type":"tool_search_call"}} + + ' + - ' + + ' + - 'data: {"type":"response.completed","sequence_number":295,"response":{"conversation_id":null,"created_at":1785759505,"error":null,"id":"resp_019fc78f-8ded-7ba0-824f-0786e6908dde","incomplete_details":null,"instructions":null,"model":"Qwen/Qwen3.6-35B-A3B","object":"response","output":[{"content":[{"text":"The + user wants me to call `tool_search` to load a specific tool named `mcp__agentic_fixture.add_numbers` + for the purpose of adding the numbers [8, 13, 21].\nThe user explicitly instructs + me *not* to call `add_numbers` yet.\nSo I just need to call `tool_search` with + a goal that reflects this intent.\n\nGoal string could be something like \"load + mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\" or just mention the + tool name.\nLet''s look at the `tool_search` function:\n`tool_search(goal: string)`\n\nI + will pass the exact tool name or a descriptive goal to `tool_search`.\n`tool_search(\"load + mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\")`\n\nWait, the prompt + says \"Call tool_search to load mcp__agentic_fixture.add_numbers for adding + [8, 13, 21].\"\nI will use that exact phrase or something similar as the goal.\nLet''s + just pass the goal.\nProceed. \nWait, should I include the numbers in the goal? + \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\" is fine.\nI''ll + make the function call. \nChecking parameters: `goal` is required.\nAll good. + \nCalling tool_search. \nI''ll format it correctly. \n`tool_search(goal=\"load + mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\")`\nDone. \nLet''s + output. \nActually, I should just use the tool.\nWait, `tool_search` returns + the tool definition or configuration. I don''t need to simulate it, I just call + it.\nProceeding. \n`call: default_api:tool_search{\"goal\": \"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\"}`\nWait, the user says \"Call tool_search to load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21].\"\nI''ll stick to that.\nDone. \nOutput matches requirement.\nLet''s + generate. \n(Self-Correction/Refinement during thought)\nIs there any specific + format required? No.\nI will just call the tool.\nDone. \nProceed. \n`tool_search` + with goal `load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]`\nDone. + \nOutput matches. \nProceeds. \n[Final Check]\nFunction: tool_search\nParameter: + goal = \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\"\nUser + explicitly says \"Do not call add_numbers yet.\"\nAll constraints met.\nOutputting. + \n[Done] \n`call:default_api:tool_search{\"goal\":\"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\"}`\nWait, checking the exact tool name in the prompt: + `mcp__agentic_fixture.add_numbers`\nI''ll use exactly that.\nDone. \nProceeds. + \nOutput Generation. \n(Note: I will format it as a standard tool call)\n`\n","type":"reasoning_text"}],"encrypted_content":null,"id":"rs_019fc78f-9d88-7362-a810-02e7b8f267cd","status":null,"summary":[],"type":"reasoning"},{"arguments":{"goal":"load + mcp__agentic_fixture.add_numbers for adding [8, 13, 21]"},"call_id":"chatcmpl-tool-9caaa2c05e6f4666","execution":"client","status":"completed","type":"tool_search_call"}],"previous_response_id":null,"status":"completed","tools":[{"description":"Find + the project-specific function needed to continue the task.","execution":"client","parameters":{"additionalProperties":false,"properties":{"goal":{"type":"string"}},"required":["goal"],"type":"object"},"type":"tool_search"},{"description":"Deferred + Codex namespace fixture for tool-search recording.","name":"mcp__agentic_fixture","tools":[{"defer_loading":true,"description":"Add + a list of numbers and return the total.","name":"add_numbers","parameters":{"additionalProperties":false,"properties":{"numbers":{"items":{"type":"number"},"minItems":1,"type":"array"}},"required":["numbers"],"type":"object"},"strict":false,"type":"function"}],"type":"namespace"}],"usage":{"input_tokens":392,"input_tokens_details":{"cached_tokens":0},"output_tokens":761,"output_tokens_details":{"reasoning_tokens":661},"total_tokens":1153}}} + + ' + - 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' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":348,"output_index":0,"content_index":0,"delta":"3, + ","item_id":"rs_019fc78f-b2e5-75b2-90a4-78468172420d"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":349,"output_index":0,"content_index":0,"delta":"21].\"","item_id":"rs_019fc78f-b2e5-75b2-90a4-78468172420d"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":350,"output_index":0,"content_index":0,"delta":"\nEverything","item_id":"rs_019fc78f-b2e5-75b2-90a4-78468172420d"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":351,"output_index":0,"content_index":0,"delta":" + align","item_id":"rs_019fc78f-b2e5-75b2-90a4-78468172420d"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":352,"output_index":0,"content_index":0,"delta":"s.\n","item_id":"rs_019fc78f-b2e5-75b2-90a4-78468172420d"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":353,"output_index":0,"content_index":0,"delta":"Proceed","item_id":"rs_019fc78f-b2e5-75b2-90a4-78468172420d"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":354,"output_index":0,"content_index":0,"delta":"ing. + \n","item_id":"rs_019fc78f-b2e5-75b2-90a4-78468172420d"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":355,"output_index":0,"content_index":0,"delta":"[Output + Generation","item_id":"rs_019fc78f-b2e5-75b2-90a4-78468172420d"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":356,"output_index":0,"content_index":0,"delta":"] + ->","item_id":"rs_019fc78f-b2e5-75b2-90a4-78468172420d"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":357,"output_index":0,"content_index":0,"delta":" + Tool call.","item_id":"rs_019fc78f-b2e5-75b2-90a4-78468172420d"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":358,"output_index":0,"content_index":0,"delta":" + \n(Note:","item_id":"rs_019fc78f-b2e5-75b2-90a4-78468172420d"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":359,"output_index":0,"content_index":0,"delta":" + I will just","item_id":"rs_019fc78f-b2e5-75b2-90a4-78468172420d"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":360,"output_index":0,"content_index":0,"delta":" + generate","item_id":"rs_019fc78f-b2e5-75b2-90a4-78468172420d"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":361,"output_index":0,"content_index":0,"delta":" + the tool call","item_id":"rs_019fc78f-b2e5-75b2-90a4-78468172420d"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":362,"output_index":0,"content_index":0,"delta":" + directly","item_id":"rs_019fc78f-b2e5-75b2-90a4-78468172420d"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":363,"output_index":0,"content_index":0,"delta":".)","item_id":"rs_019fc78f-b2e5-75b2-90a4-78468172420d"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.delta","sequence_number":364,"output_index":0,"content_index":0,"delta":"\n","item_id":"rs_019fc78f-b2e5-75b2-90a4-78468172420d"} + + ' + - ' + + ' + - 'data: {"type":"response.reasoning_text.done","sequence_number":365,"output_index":0,"content_index":0,"item_id":"rs_019fc78f-b2e5-75b2-90a4-78468172420d","text":"The + user wants to call the `mcp__agentic_fixture.add_numbers` function with the + numbers `[8, 13, 21]`.\nI have already loaded this tool using `tool_search`.\nNow + I need to call the tool with the specified parameters.\nParameters: `numbers` + = `[8, 13, 21]`\nFunction name: `mcp__agentic_fixture.add_numbers`\nWait, the + available tools in the system prompt are:\n`agentic_ns__mcp__agentic_fixture__add_numbers` + and `add_numbers`.\nThe user specifically asked for `mcp__agentic_fixture.add_numbers`.\nLooking + at the available tools:\n`agentic_ns__mcp__agentic_fixture__add_numbers` matches + the namespace pattern usually used by the system for `mcp__agentic_fixture.add_numbers`.\nI + will call `agentic_ns__mcp__agentic_fixture__add_numbers` with `numbers: [8, + 13, 21]`.\nLet''s double check the tool definition.\n`name`: \"agentic_ns__mcp__agentic_fixture__add_numbers\"\n`parameters`: + `numbers` (array of numbers)\nAll good.\nProceed. \nWait, I should verify the + exact function name to call. The system usually provides the full qualified + name. I''ll use `agentic_ns__mcp__agentic_fixture__add_numbers`.\nActually, + the prompt says \"Call the loaded mcp__agentic_fixture.add_numbers function\". + I will use the tool `agentic_ns__mcp__agentic_fixture__add_numbers`.\nLet''s + construct the call.\nTool: `agentic_ns__mcp__agentic_fixture__add_numbers`\nArgs: + `{\"numbers\": [8, 13, 21]}`\nDone. \nWait, is there any other tool? `add_numbers` + is also available but without the namespace prefix. The prompt says \"Call the + loaded mcp__agentic_fixture.add_numbers function\". I''ll stick with `agentic_ns__mcp__agentic_fixture__add_numbers`.\nReady. + \nCalling tool. \n`print(tool_call)` -> `agentic_ns__mcp__agentic_fixture__add_numbers(numbers=[8, + 13, 21])`\nOutput matches.\nProceed. \nWait, let''s look at the tool definitions + provided:\n`agentic_ns__mcp__agentic_fixture__add_numbers`\n`add_numbers`\nBoth + do the same thing. I will use the prefixed one as requested.\nDone. \nCalling. + \n[Tool Call] `agentic_ns__mcp__agentic_fixture__add_numbers(numbers=[8, 13, + 21])`\n[Output] 42\nI will generate the tool call now. \nAll steps verified.\nProceeding. + \n(Self-Correction/Verification during thought)\nIs there any chance the system + expects me to use the exact string `mcp__agentic_fixture.add_numbers`? Usually, + the LLM tool calling framework handles the mapping. The available tools list + shows `agentic_ns__mcp__agentic_fixture__add_numbers`. I will use that.\nParameters: + `numbers: [8, 13, 21]`\nReady. \nOutput matches expectation.\nProceeds. \n[Tool + Call Generation]\n`tool_use(name=\"agentic_ns__mcp__agentic_fixture__add_numbers\", + arguments={\"numbers\": [8, 13, 21]})`\nDone. \nWait, let''s verify the exact + schema for `agentic_ns__mcp__agentic_fixture__add_numbers`:\n`parameters`: `{\"additionalProperties\": + false, \"properties\": {\"numbers\": {\"items\": {\"type\": \"number\"}, \"minItems\": + 1, \"type\": \"array\"}}, \"required\": [\"numbers\"], \"type\": \"object\"}`\nMatches.\nProceeds. + \nFinal check of the prompt: \"Call the loaded mcp__agentic_fixture.add_numbers + function with numbers [8, 13, 21].\"\nEverything aligns.\nProceeding. \n[Output + Generation] -> Tool call. \n(Note: I will just generate the tool call directly.)\n"} + + ' + - ' + + ' + - 'data: {"type":"response.output_item.done","sequence_number":366,"output_index":0,"item":{"content":[{"text":"The + user wants to call the `mcp__agentic_fixture.add_numbers` function with the + numbers `[8, 13, 21]`.\nI have already loaded this tool using `tool_search`.\nNow + I need to call the tool with the specified parameters.\nParameters: `numbers` + = `[8, 13, 21]`\nFunction name: `mcp__agentic_fixture.add_numbers`\nWait, the + available tools in the system prompt are:\n`agentic_ns__mcp__agentic_fixture__add_numbers` + and `add_numbers`.\nThe user specifically asked for `mcp__agentic_fixture.add_numbers`.\nLooking + at the available tools:\n`agentic_ns__mcp__agentic_fixture__add_numbers` matches + the namespace pattern usually used by the system for `mcp__agentic_fixture.add_numbers`.\nI + will call `agentic_ns__mcp__agentic_fixture__add_numbers` with `numbers: [8, + 13, 21]`.\nLet''s double check the tool definition.\n`name`: \"agentic_ns__mcp__agentic_fixture__add_numbers\"\n`parameters`: + `numbers` (array of numbers)\nAll good.\nProceed. \nWait, I should verify the + exact function name to call. The system usually provides the full qualified + name. I''ll use `agentic_ns__mcp__agentic_fixture__add_numbers`.\nActually, + the prompt says \"Call the loaded mcp__agentic_fixture.add_numbers function\". + I will use the tool `agentic_ns__mcp__agentic_fixture__add_numbers`.\nLet''s + construct the call.\nTool: `agentic_ns__mcp__agentic_fixture__add_numbers`\nArgs: + `{\"numbers\": [8, 13, 21]}`\nDone. \nWait, is there any other tool? `add_numbers` + is also available but without the namespace prefix. The prompt says \"Call the + loaded mcp__agentic_fixture.add_numbers function\". I''ll stick with `agentic_ns__mcp__agentic_fixture__add_numbers`.\nReady. + \nCalling tool. \n`print(tool_call)` -> `agentic_ns__mcp__agentic_fixture__add_numbers(numbers=[8, + 13, 21])`\nOutput matches.\nProceed. \nWait, let''s look at the tool definitions + provided:\n`agentic_ns__mcp__agentic_fixture__add_numbers`\n`add_numbers`\nBoth + do the same thing. I will use the prefixed one as requested.\nDone. \nCalling. + \n[Tool Call] `agentic_ns__mcp__agentic_fixture__add_numbers(numbers=[8, 13, + 21])`\n[Output] 42\nI will generate the tool call now. \nAll steps verified.\nProceeding. + \n(Self-Correction/Verification during thought)\nIs there any chance the system + expects me to use the exact string `mcp__agentic_fixture.add_numbers`? Usually, + the LLM tool calling framework handles the mapping. The available tools list + shows `agentic_ns__mcp__agentic_fixture__add_numbers`. I will use that.\nParameters: + `numbers: [8, 13, 21]`\nReady. \nOutput matches expectation.\nProceeds. \n[Tool + Call Generation]\n`tool_use(name=\"agentic_ns__mcp__agentic_fixture__add_numbers\", + arguments={\"numbers\": [8, 13, 21]})`\nDone. \nWait, let''s verify the exact + schema for `agentic_ns__mcp__agentic_fixture__add_numbers`:\n`parameters`: `{\"additionalProperties\": + false, \"properties\": {\"numbers\": {\"items\": {\"type\": \"number\"}, \"minItems\": + 1, \"type\": \"array\"}}, \"required\": [\"numbers\"], \"type\": \"object\"}`\nMatches.\nProceeds. + \nFinal check of the prompt: \"Call the loaded mcp__agentic_fixture.add_numbers + function with numbers [8, 13, 21].\"\nEverything aligns.\nProceeding. \n[Output + Generation] -> Tool call. \n(Note: I will just generate the tool call directly.)\n","type":"reasoning_text"}],"id":"rs_019fc78f-b2e5-75b2-90a4-78468172420d","summary":[],"type":"reasoning"}} + + ' + - ' + + ' + - 'data: {"type":"response.output_item.added","sequence_number":367,"output_index":1,"item":{"arguments":"","call_id":"chatcmpl-tool-aaeb165c5f0c53a8","id":"fc_019fc78f-b36a-7352-ac67-6e5df70fe337","name":"add_numbers","namespace":"mcp__agentic_fixture","status":"in_progress","type":"function_call"}} + + ' + - ' + + ' + - 'data: {"type":"response.function_call_arguments.delta","sequence_number":368,"output_index":1,"content_index":0,"delta":"{}","item_id":"fc_019fc78f-b36a-7352-ac67-6e5df70fe337"} + + ' + - ' + + ' + - 'data: {"type":"response.function_call_arguments.delta","sequence_number":369,"output_index":1,"content_index":0,"delta":"{\"numbers\": + ","item_id":"fc_019fc78f-b36a-7352-ac67-6e5df70fe337"} + + ' + - ' + + ' + - 'data: {"type":"response.function_call_arguments.delta","sequence_number":370,"output_index":1,"content_index":0,"delta":"[8, + 13, 21]}","item_id":"fc_019fc78f-b36a-7352-ac67-6e5df70fe337"} + + ' + - ' + + ' + - 'data: {"type":"response.function_call_arguments.done","sequence_number":371,"output_index":1,"arguments":"{\"numbers\": + [8, 13, 21]}","content_index":0,"item_id":"fc_019fc78f-b36a-7352-ac67-6e5df70fe337"} + + ' + - ' + + ' + - 'data: {"type":"response.output_item.done","sequence_number":372,"output_index":1,"item":{"arguments":"{\"numbers\": + [8, 13, 21]}","call_id":"chatcmpl-tool-aaeb165c5f0c53a8","id":"fc_019fc78f-b36a-7352-ac67-6e5df70fe337","name":"add_numbers","namespace":"mcp__agentic_fixture","status":"completed","type":"function_call"}} + + ' + - ' + + ' + - 'data: {"type":"response.completed","sequence_number":373,"response":{"conversation_id":null,"created_at":1785759511,"error":null,"id":"resp_019fc78f-9ed8-7b93-b51e-56bb7e5134e0","incomplete_details":null,"instructions":null,"model":"Qwen/Qwen3.6-35B-A3B","object":"response","output":[{"content":[{"text":"The + user wants to call the `mcp__agentic_fixture.add_numbers` function with the + numbers `[8, 13, 21]`.\nI have already loaded this tool using `tool_search`.\nNow + I need to call the tool with the specified parameters.\nParameters: `numbers` + = `[8, 13, 21]`\nFunction name: `mcp__agentic_fixture.add_numbers`\nWait, the + available tools in the system prompt are:\n`agentic_ns__mcp__agentic_fixture__add_numbers` + and `add_numbers`.\nThe user specifically asked for `mcp__agentic_fixture.add_numbers`.\nLooking + at the available tools:\n`agentic_ns__mcp__agentic_fixture__add_numbers` matches + the namespace pattern usually used by the system for `mcp__agentic_fixture.add_numbers`.\nI + will call `agentic_ns__mcp__agentic_fixture__add_numbers` with `numbers: [8, + 13, 21]`.\nLet''s double check the tool definition.\n`name`: \"agentic_ns__mcp__agentic_fixture__add_numbers\"\n`parameters`: + `numbers` (array of numbers)\nAll good.\nProceed. \nWait, I should verify the + exact function name to call. The system usually provides the full qualified + name. I''ll use `agentic_ns__mcp__agentic_fixture__add_numbers`.\nActually, + the prompt says \"Call the loaded mcp__agentic_fixture.add_numbers function\". + I will use the tool `agentic_ns__mcp__agentic_fixture__add_numbers`.\nLet''s + construct the call.\nTool: `agentic_ns__mcp__agentic_fixture__add_numbers`\nArgs: + `{\"numbers\": [8, 13, 21]}`\nDone. \nWait, is there any other tool? `add_numbers` + is also available but without the namespace prefix. The prompt says \"Call the + loaded mcp__agentic_fixture.add_numbers function\". I''ll stick with `agentic_ns__mcp__agentic_fixture__add_numbers`.\nReady. + \nCalling tool. \n`print(tool_call)` -> `agentic_ns__mcp__agentic_fixture__add_numbers(numbers=[8, + 13, 21])`\nOutput matches.\nProceed. \nWait, let''s look at the tool definitions + provided:\n`agentic_ns__mcp__agentic_fixture__add_numbers`\n`add_numbers`\nBoth + do the same thing. I will use the prefixed one as requested.\nDone. \nCalling. + \n[Tool Call] `agentic_ns__mcp__agentic_fixture__add_numbers(numbers=[8, 13, + 21])`\n[Output] 42\nI will generate the tool call now. \nAll steps verified.\nProceeding. + \n(Self-Correction/Verification during thought)\nIs there any chance the system + expects me to use the exact string `mcp__agentic_fixture.add_numbers`? Usually, + the LLM tool calling framework handles the mapping. The available tools list + shows `agentic_ns__mcp__agentic_fixture__add_numbers`. I will use that.\nParameters: + `numbers: [8, 13, 21]`\nReady. \nOutput matches expectation.\nProceeds. \n[Tool + Call Generation]\n`tool_use(name=\"agentic_ns__mcp__agentic_fixture__add_numbers\", + arguments={\"numbers\": [8, 13, 21]})`\nDone. \nWait, let''s verify the exact + schema for `agentic_ns__mcp__agentic_fixture__add_numbers`:\n`parameters`: `{\"additionalProperties\": + false, \"properties\": {\"numbers\": {\"items\": {\"type\": \"number\"}, \"minItems\": + 1, \"type\": \"array\"}}, \"required\": [\"numbers\"], \"type\": \"object\"}`\nMatches.\nProceeds. + \nFinal check of the prompt: \"Call the loaded mcp__agentic_fixture.add_numbers + function with numbers [8, 13, 21].\"\nEverything aligns.\nProceeding. \n[Output + Generation] -> Tool call. \n(Note: I will just generate the tool call directly.)\n","type":"reasoning_text"}],"encrypted_content":null,"id":"rs_019fc78f-b2e5-75b2-90a4-78468172420d","status":null,"summary":[],"type":"reasoning"},{"arguments":"{\"numbers\": + [8, 13, 21]}","call_id":"chatcmpl-tool-aaeb165c5f0c53a8","id":"fc_019fc78f-b36a-7352-ac67-6e5df70fe337","name":"add_numbers","namespace":"mcp__agentic_fixture","status":"completed","type":"function_call"}],"previous_response_id":"resp_019fc78f-8ded-7ba0-824f-0786e6908dde","status":"completed","tools":[{"description":"Find + the project-specific function needed to continue the task.","execution":"client","parameters":{"additionalProperties":false,"properties":{"goal":{"type":"string"}},"required":["goal"],"type":"object"},"type":"tool_search"},{"description":"Deferred + Codex namespace fixture for tool-search recording.","name":"mcp__agentic_fixture","tools":[{"description":"Add + a list of numbers and return the total.","name":"add_numbers","parameters":{"additionalProperties":false,"properties":{"numbers":{"items":{"type":"number"},"minItems":1,"type":"array"}},"required":["numbers"],"type":"object"},"strict":false,"type":"function"}],"type":"namespace"}],"usage":{"input_tokens":689,"input_tokens_details":{"cached_tokens":0},"output_tokens":956,"output_tokens_details":{"reasoning_tokens":848},"total_tokens":1645}}} + + ' + - ' + + ' + - 'data: [DONE] + + ' + - ' + + ' + status_code: 200 +- filename: t3 + request: + body: + input: + - call_id: chatcmpl-tool-aaeb165c5f0c53a8 + output: '{"sum":42,"count":3}' + type: function_call_output + - content: Use the function output and return exactly TOOL_SEARCH_CODEX_OK_42. + role: user + type: message + max_output_tokens: 4096 + model: Qwen/Qwen3.6-35B-A3B + previous_response_id: resp_019fc78f-9ed8-7b93-b51e-56bb7e5134e0 + store: true + stream: true + tools: + - description: Find the project-specific function needed to continue the task. + execution: client + parameters: + additionalProperties: false + properties: + goal: + type: string + required: + - goal + type: object + type: tool_search + - description: Deferred Codex namespace fixture for tool-search recording. + name: mcp__agentic_fixture + tools: + - defer_loading: true + description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + headers: + accept: '*/*' + content-type: application/json + user-agent: python-httpx/0.28.1 + method: POST + path: /v1/responses + query_params: {} + response: + headers: + content-type: text/event-stream; charset=utf-8 + sse: + - 'data: {"type":"response.created","sequence_number":0,"response":{"background":false,"completed_at":null,"conversation":null,"created_at":1785759511,"error":null,"frequency_penalty":0.0,"id":"resp_019fc78f-b54d-7032-97ca-bf22a6fbb1e4","incomplete_details":null,"instructions":null,"max_output_tokens":4096,"max_tool_calls":null,"metadata":{},"model":"Qwen/Qwen3.6-35B-A3B","object":"response","output":[],"parallel_tool_calls":true,"presence_penalty":0.0,"previous_response_id":"resp_019fc78f-9ed8-7b93-b51e-56bb7e5134e0","prompt":null,"prompt_cache_key":null,"prompt_cache_retention":null,"reasoning":{"effort":"medium","summary":null},"safety_identifier":null,"service_tier":"default","status":"in_progress","store":true,"temperature":1.0,"text":{"format":{"type":"text"},"verbosity":"medium"},"tool_choice":"auto","tools":[{"description":"Find + the project-specific function needed to continue the task.","execution":"client","parameters":{"additionalProperties":false,"properties":{"goal":{"type":"string"}},"required":["goal"],"type":"object"},"type":"tool_search"},{"description":"Deferred + Codex namespace fixture for tool-search recording.","name":"mcp__agentic_fixture","tools":[{"description":"Add + a list of numbers and return the total.","name":"add_numbers","parameters":{"additionalProperties":false,"properties":{"numbers":{"items":{"type":"number"},"minItems":1,"type":"array"}},"required":["numbers"],"type":"object"},"strict":false,"type":"function"}],"type":"namespace"}],"top_logprobs":0,"top_p":1.0,"truncation":"disabled","usage":null,"user":null}} + + ' + - ' + + ' + - 'data: {"type":"response.in_progress","sequence_number":1,"response":{"background":false,"completed_at":null,"conversation":null,"created_at":1785759511,"error":null,"frequency_penalty":0.0,"id":"resp_019fc78f-b54d-7032-97ca-bf22a6fbb1e4","incomplete_details":null,"instructions":null,"max_output_tokens":4096,"max_tool_calls":null,"metadata":{},"model":"Qwen/Qwen3.6-35B-A3B","object":"response","output":[],"parallel_tool_calls":true,"presence_penalty":0.0,"previous_response_id":"resp_019fc78f-9ed8-7b93-b51e-56bb7e5134e0","prompt":null,"prompt_cache_key":null,"prompt_cache_retention":null,"reasoning":{"effort":"medium","summary":null},"safety_identifier":null,"service_tier":"default","status":"in_progress","store":true,"temperature":1.0,"text":{"format":{"type":"text"},"verbosity":"medium"},"tool_choice":"auto","tools":[{"description":"Find + the project-specific function needed to continue the task.","execution":"client","parameters":{"additionalProperties":false,"properties":{"goal":{"type":"string"}},"required":["goal"],"type":"object"},"type":"tool_search"},{"description":"Deferred + Codex namespace fixture for tool-search recording.","name":"mcp__agentic_fixture","tools":[{"description":"Add + a list of numbers and return the total.","name":"add_numbers","parameters":{"additionalProperties":false,"properties":{"numbers":{"items":{"type":"number"},"minItems":1,"type":"array"}},"required":["numbers"],"type":"object"},"strict":false,"type":"function"}],"type":"namespace"}],"top_logprobs":0,"top_p":1.0,"truncation":"disabled","usage":null,"user":null}} + + ' + - 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' + + ' + - 'data: {"type":"response.output_item.done","sequence_number":24,"output_index":0,"item":{"content":[{"text":"The + user wants me to return \"TOOL_SEARCH_CODEX_OK_42\" exactly based on the function + output.\nI will output exactly that string.\nNo further tool calls needed.\n","type":"reasoning_text"}],"id":"rs_019fc78f-b7e6-7f01-8ca5-8ad0d2599148","summary":[],"type":"reasoning"}} + + ' + - ' + + ' + - 'data: {"type":"response.output_item.added","sequence_number":25,"output_index":1,"item":{"content":[],"id":"msg_019fc78f-b7f3-7ad2-9e77-de2878f227b4","role":"assistant","status":"in_progress","type":"message"}} + + ' + - ' + + ' + - 'data: {"type":"response.content_part.added","sequence_number":26,"output_index":1,"content_index":0,"item_id":"msg_019fc78f-b7f3-7ad2-9e77-de2878f227b4","part":{"annotations":[],"logprobs":[],"text":"","type":"output_text"}} + + ' + - ' + + ' + - 'data: {"type":"response.output_text.delta","sequence_number":27,"output_index":1,"content_index":0,"delta":"\n\nTOOL","item_id":"msg_019fc78f-b7f3-7ad2-9e77-de2878f227b4","logprobs":[]} + + ' + - 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' + + ' + - 'data: [DONE] + + ' + - ' + + ' + status_code: 200 diff --git a/crates/agentic-server-core/tests/cassettes/codex/codex-gateway-websocket-tool-search-Qwen-Qwen3.6-35B-A3B-streaming.yaml b/crates/agentic-server-core/tests/cassettes/codex/codex-gateway-websocket-tool-search-Qwen-Qwen3.6-35B-A3B-streaming.yaml new file mode 100644 index 00000000..d18b1a99 --- /dev/null +++ b/crates/agentic-server-core/tests/cassettes/codex/codex-gateway-websocket-tool-search-Qwen-Qwen3.6-35B-A3B-streaming.yaml @@ -0,0 +1,2449 @@ +turns: +- filename: t1 + request: + body: + input: Call tool_search to load mcp__agentic_fixture.add_numbers for adding + [8, 13, 21]. Do not call add_numbers yet. + max_output_tokens: 4096 + model: Qwen/Qwen3.6-35B-A3B + store: true + tools: + - description: Find the project-specific function needed to continue the task. + execution: client + parameters: + additionalProperties: false + properties: + goal: + type: string + required: + - goal + type: object + type: tool_search + - description: Deferred Codex namespace fixture for tool-search recording. + name: mcp__agentic_fixture + tools: + - defer_loading: true + description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + type: response.create + headers: {} + method: WEBSOCKET + path: /v1/responses + query_params: {} + transport: websocket + response: + headers: + transport: websocket + sse: + - 'data: {"response":{"background":false,"completed_at":null,"conversation":null,"created_at":1785759418,"error":null,"frequency_penalty":0.0,"id":"resp_019fc78e-47f5-7d60-bfac-0c21eeae099a","incomplete_details":null,"instructions":null,"max_output_tokens":4096,"max_tool_calls":null,"metadata":{},"model":"Qwen/Qwen3.6-35B-A3B","object":"response","output":[],"parallel_tool_calls":true,"presence_penalty":0.0,"previous_response_id":null,"prompt":null,"prompt_cache_key":null,"prompt_cache_retention":null,"reasoning":{"effort":"medium","summary":null},"safety_identifier":null,"service_tier":"default","status":"in_progress","store":true,"temperature":1.0,"text":{"format":{"type":"text"},"verbosity":"medium"},"tool_choice":"auto","tools":[{"description":"Find + the project-specific function needed to continue the task.","execution":"client","parameters":{"additionalProperties":false,"properties":{"goal":{"type":"string"}},"required":["goal"],"type":"object"},"type":"tool_search"},{"description":"Deferred + Codex namespace fixture for tool-search recording.","name":"mcp__agentic_fixture","tools":[{"defer_loading":true,"description":"Add + a list of numbers and return the total.","name":"add_numbers","parameters":{"additionalProperties":false,"properties":{"numbers":{"items":{"type":"number"},"minItems":1,"type":"array"}},"required":["numbers"],"type":"object"},"strict":false,"type":"function"}],"type":"namespace"}],"top_logprobs":0,"top_p":1.0,"truncation":"disabled","usage":null,"user":null},"sequence_number":0,"type":"response.created"} + + ' + - 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Do not call add_numbers yet.\"\nSo I just need to execute + `tool_search` with the appropriate goal.\n\nLet''s craft the call.\n`tool_search(goal=\"load + mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\")`\nDone. I will output + the tool call.\nWait, `tool_search` is described as \"Find the project-specific + function needed to continue the task.\"\nI''ll follow the instruction exactly.\nProceeding. + \nActually, the prompt says \"Call tool_search to load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21].\"\nI will just call it.\nNo extra text.\nLet''s do it. + \nWait, should I use exactly the phrase \"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\" as the goal? Yes.\nReady. \nOutput matches tool call. + \nProceed. \n[Self-Correction/Verification]\nTool: tool_search\nParam: goal + = \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\"\nConstraints: + \"Do not call add_numbers yet.\"\nAll good. \nExecuting. \n[Output Generation]\nCall + tool_search.\nDone. \nWait, let''s verify the function name in the schema: `agentic_ns__mcp__agentic_fixture__add_numbers`. + The prompt says `mcp__agentic_fixture.add_numbers`. That''s fine.\nI will generate + the tool call now. \n`tool_search(goal=\"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\")`\nDone. \nProceeds. \n(Self-Correction/Note during + thought)\nActually, `tool_search` usually expects a natural language description + of what to find, but I''ll stick to the prompt''s exact wording for the goal.\nEverything + looks correct.\nOutput matches. \nProceeds. \n[Final Check]\nTool: tool_search\nArguments: + {\"goal\": \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\"}\nInstruction: + Do not call add_numbers yet.\nMatches perfectly. \nProceeding. \n[Output Generation] + -> Tool Call. \n[Done.] \n*(Self-Correction/Refinement during generation)*: + I will just output the tool call block. No extra text.\n```json\n{\"tool_name\": + \"tool_search\", \"arguments\": {\"goal\": \"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\"}}\n```\nWait, the format requires ``. I''ll use the standard XML-like format or JSON if the system expects + it. The prompt uses XML-like for examples. I''ll stick to the standard format.\nActually, + the system prompt usually handles parsing. I''ll just produce the call.\nDone. + \nProceeds. \n[Output Generation] -> `tool_search` with goal.\nDone. \n*Self-Correction/Verification + during thought*: Wait, `tool_search` might be a meta-tool to retrieve function + definitions. The prompt explicitly says \"Call tool_search to load mcp__agentic_fixture.add_numbers...\". + So I will do exactly that.\nReady. \nOutput matches. \nProceeds.\n","type":"response.reasoning_text.done"} + + ' + - 'data: {"item":{"content":[{"text":"The user wants me to call `tool_search` + to load `mcp__agentic_fixture.add_numbers`.\nThe goal for `tool_search` should + be to find the function for adding numbers.\nI will call `tool_search` with + the goal \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\" or + similar.\nThen I will not call `add_numbers` yet.\n\nLet''s check the `tool_search` + parameters: `goal` (required, string).\nI will set `goal` to \"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\".\nWait, the prompt says \"Call tool_search to load + mcp__agentic_fixture.add_numbers for adding [8, 13, 21]. Do not call add_numbers + yet.\"\nSo I just need to execute `tool_search` with the appropriate goal.\n\nLet''s + craft the call.\n`tool_search(goal=\"load mcp__agentic_fixture.add_numbers for + adding [8, 13, 21]\")`\nDone. I will output the tool call.\nWait, `tool_search` + is described as \"Find the project-specific function needed to continue the + task.\"\nI''ll follow the instruction exactly.\nProceeding. \nActually, the + prompt says \"Call tool_search to load mcp__agentic_fixture.add_numbers for + adding [8, 13, 21].\"\nI will just call it.\nNo extra text.\nLet''s do it. \nWait, + should I use exactly the phrase \"load mcp__agentic_fixture.add_numbers for + adding [8, 13, 21]\" as the goal? Yes.\nReady. \nOutput matches tool call. \nProceed. + \n[Self-Correction/Verification]\nTool: tool_search\nParam: goal = \"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\"\nConstraints: \"Do not call add_numbers yet.\"\nAll + good. \nExecuting. \n[Output Generation]\nCall tool_search.\nDone. \nWait, let''s + verify the function name in the schema: `agentic_ns__mcp__agentic_fixture__add_numbers`. + The prompt says `mcp__agentic_fixture.add_numbers`. That''s fine.\nI will generate + the tool call now. \n`tool_search(goal=\"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\")`\nDone. \nProceeds. \n(Self-Correction/Note during + thought)\nActually, `tool_search` usually expects a natural language description + of what to find, but I''ll stick to the prompt''s exact wording for the goal.\nEverything + looks correct.\nOutput matches. \nProceeds. \n[Final Check]\nTool: tool_search\nArguments: + {\"goal\": \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\"}\nInstruction: + Do not call add_numbers yet.\nMatches perfectly. \nProceeding. \n[Output Generation] + -> Tool Call. \n[Done.] \n*(Self-Correction/Refinement during generation)*: + I will just output the tool call block. No extra text.\n```json\n{\"tool_name\": + \"tool_search\", \"arguments\": {\"goal\": \"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\"}}\n```\nWait, the format requires ``. I''ll use the standard XML-like format or JSON if the system expects + it. The prompt uses XML-like for examples. I''ll stick to the standard format.\nActually, + the system prompt usually handles parsing. I''ll just produce the call.\nDone. + \nProceeds. \n[Output Generation] -> `tool_search` with goal.\nDone. \n*Self-Correction/Verification + during thought*: Wait, `tool_search` might be a meta-tool to retrieve function + definitions. The prompt explicitly says \"Call tool_search to load mcp__agentic_fixture.add_numbers...\". + So I will do exactly that.\nReady. \nOutput matches. \nProceeds.\n","type":"reasoning_text"}],"id":"rs_019fc78e-5ab2-7ee1-92ad-34c1c0a16b37","summary":[],"type":"reasoning"},"output_index":0,"sequence_number":359,"type":"response.output_item.done"} + + ' + - 'data: {"item":{"arguments":{},"call_id":"chatcmpl-tool-ba5c96e01a2d324a","execution":"client","status":"in_progress","type":"tool_search_call"},"output_index":1,"sequence_number":360,"type":"response.output_item.added"} + + ' + - 'data: {"item":{"arguments":{"goal":"load mcp__agentic_fixture.add_numbers for + adding [8, 13, 21]"},"call_id":"chatcmpl-tool-ba5c96e01a2d324a","execution":"client","status":"completed","type":"tool_search_call"},"output_index":1,"sequence_number":361,"type":"response.output_item.done"} + + ' + - 'data: {"response":{"conversation_id":null,"created_at":1785759423,"error":null,"id":"resp_019fc78e-47f5-7d60-bfac-0c21eeae099a","incomplete_details":null,"instructions":null,"model":"Qwen/Qwen3.6-35B-A3B","object":"response","output":[{"content":[{"text":"The + user wants me to call `tool_search` to load `mcp__agentic_fixture.add_numbers`.\nThe + goal for `tool_search` should be to find the function for adding numbers.\nI + will call `tool_search` with the goal \"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\" or similar.\nThen I will not call `add_numbers` yet.\n\nLet''s + check the `tool_search` parameters: `goal` (required, string).\nI will set `goal` + to \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\".\nWait, + the prompt says \"Call tool_search to load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]. Do not call add_numbers yet.\"\nSo I just need to execute + `tool_search` with the appropriate goal.\n\nLet''s craft the call.\n`tool_search(goal=\"load + mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\")`\nDone. I will output + the tool call.\nWait, `tool_search` is described as \"Find the project-specific + function needed to continue the task.\"\nI''ll follow the instruction exactly.\nProceeding. + \nActually, the prompt says \"Call tool_search to load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21].\"\nI will just call it.\nNo extra text.\nLet''s do it. + \nWait, should I use exactly the phrase \"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\" as the goal? Yes.\nReady. \nOutput matches tool call. + \nProceed. \n[Self-Correction/Verification]\nTool: tool_search\nParam: goal + = \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\"\nConstraints: + \"Do not call add_numbers yet.\"\nAll good. \nExecuting. \n[Output Generation]\nCall + tool_search.\nDone. \nWait, let''s verify the function name in the schema: `agentic_ns__mcp__agentic_fixture__add_numbers`. + The prompt says `mcp__agentic_fixture.add_numbers`. That''s fine.\nI will generate + the tool call now. \n`tool_search(goal=\"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\")`\nDone. \nProceeds. \n(Self-Correction/Note during + thought)\nActually, `tool_search` usually expects a natural language description + of what to find, but I''ll stick to the prompt''s exact wording for the goal.\nEverything + looks correct.\nOutput matches. \nProceeds. \n[Final Check]\nTool: tool_search\nArguments: + {\"goal\": \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\"}\nInstruction: + Do not call add_numbers yet.\nMatches perfectly. \nProceeding. \n[Output Generation] + -> Tool Call. \n[Done.] \n*(Self-Correction/Refinement during generation)*: + I will just output the tool call block. No extra text.\n```json\n{\"tool_name\": + \"tool_search\", \"arguments\": {\"goal\": \"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\"}}\n```\nWait, the format requires ``. I''ll use the standard XML-like format or JSON if the system expects + it. The prompt uses XML-like for examples. I''ll stick to the standard format.\nActually, + the system prompt usually handles parsing. I''ll just produce the call.\nDone. + \nProceeds. \n[Output Generation] -> `tool_search` with goal.\nDone. \n*Self-Correction/Verification + during thought*: Wait, `tool_search` might be a meta-tool to retrieve function + definitions. 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So","item_id":"rs_019fc78e-5ab2-7ee1-92ad-34c1c0a16b37","output_index":0,"sequence_number":350,"type":"response.reasoning_text.delta"}' + - '{"content_index":0,"delta":" I will do","item_id":"rs_019fc78e-5ab2-7ee1-92ad-34c1c0a16b37","output_index":0,"sequence_number":351,"type":"response.reasoning_text.delta"}' + - '{"content_index":0,"delta":" exactly that.","item_id":"rs_019fc78e-5ab2-7ee1-92ad-34c1c0a16b37","output_index":0,"sequence_number":352,"type":"response.reasoning_text.delta"}' + - '{"content_index":0,"delta":"\nReady.","item_id":"rs_019fc78e-5ab2-7ee1-92ad-34c1c0a16b37","output_index":0,"sequence_number":353,"type":"response.reasoning_text.delta"}' + - '{"content_index":0,"delta":" \nOutput","item_id":"rs_019fc78e-5ab2-7ee1-92ad-34c1c0a16b37","output_index":0,"sequence_number":354,"type":"response.reasoning_text.delta"}' + - '{"content_index":0,"delta":" matches. \n","item_id":"rs_019fc78e-5ab2-7ee1-92ad-34c1c0a16b37","output_index":0,"sequence_number":355,"type":"response.reasoning_text.delta"}' + - '{"content_index":0,"delta":"Proceeds.","item_id":"rs_019fc78e-5ab2-7ee1-92ad-34c1c0a16b37","output_index":0,"sequence_number":356,"type":"response.reasoning_text.delta"}' + - '{"content_index":0,"delta":"\n","item_id":"rs_019fc78e-5ab2-7ee1-92ad-34c1c0a16b37","output_index":0,"sequence_number":357,"type":"response.reasoning_text.delta"}' + - '{"content_index":0,"item_id":"rs_019fc78e-5ab2-7ee1-92ad-34c1c0a16b37","output_index":0,"sequence_number":358,"text":"The + user wants me to call `tool_search` to load `mcp__agentic_fixture.add_numbers`.\nThe + goal for `tool_search` should be to find the function for adding numbers.\nI + will call `tool_search` with the goal \"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\" or similar.\nThen I will not call `add_numbers` yet.\n\nLet''s + check the `tool_search` parameters: `goal` (required, string).\nI will set `goal` + to \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\".\nWait, + the prompt says \"Call tool_search to load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]. Do not call add_numbers yet.\"\nSo I just need to execute + `tool_search` with the appropriate goal.\n\nLet''s craft the call.\n`tool_search(goal=\"load + mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\")`\nDone. I will output + the tool call.\nWait, `tool_search` is described as \"Find the project-specific + function needed to continue the task.\"\nI''ll follow the instruction exactly.\nProceeding. + \nActually, the prompt says \"Call tool_search to load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21].\"\nI will just call it.\nNo extra text.\nLet''s do it. + \nWait, should I use exactly the phrase \"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\" as the goal? Yes.\nReady. \nOutput matches tool call. + \nProceed. \n[Self-Correction/Verification]\nTool: tool_search\nParam: goal + = \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\"\nConstraints: + \"Do not call add_numbers yet.\"\nAll good. \nExecuting. \n[Output Generation]\nCall + tool_search.\nDone. \nWait, let''s verify the function name in the schema: `agentic_ns__mcp__agentic_fixture__add_numbers`. + The prompt says `mcp__agentic_fixture.add_numbers`. That''s fine.\nI will generate + the tool call now. \n`tool_search(goal=\"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\")`\nDone. \nProceeds. \n(Self-Correction/Note during + thought)\nActually, `tool_search` usually expects a natural language description + of what to find, but I''ll stick to the prompt''s exact wording for the goal.\nEverything + looks correct.\nOutput matches. \nProceeds. \n[Final Check]\nTool: tool_search\nArguments: + {\"goal\": \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\"}\nInstruction: + Do not call add_numbers yet.\nMatches perfectly. \nProceeding. \n[Output Generation] + -> Tool Call. \n[Done.] \n*(Self-Correction/Refinement during generation)*: + I will just output the tool call block. No extra text.\n```json\n{\"tool_name\": + \"tool_search\", \"arguments\": {\"goal\": \"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\"}}\n```\nWait, the format requires ``. I''ll use the standard XML-like format or JSON if the system expects + it. The prompt uses XML-like for examples. I''ll stick to the standard format.\nActually, + the system prompt usually handles parsing. I''ll just produce the call.\nDone. + \nProceeds. \n[Output Generation] -> `tool_search` with goal.\nDone. \n*Self-Correction/Verification + during thought*: Wait, `tool_search` might be a meta-tool to retrieve function + definitions. The prompt explicitly says \"Call tool_search to load mcp__agentic_fixture.add_numbers...\". + So I will do exactly that.\nReady. \nOutput matches. \nProceeds.\n","type":"response.reasoning_text.done"}' + - '{"item":{"content":[{"text":"The user wants me to call `tool_search` to load + `mcp__agentic_fixture.add_numbers`.\nThe goal for `tool_search` should be to + find the function for adding numbers.\nI will call `tool_search` with the goal + \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\" or similar.\nThen + I will not call `add_numbers` yet.\n\nLet''s check the `tool_search` parameters: + `goal` (required, string).\nI will set `goal` to \"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\".\nWait, the prompt says \"Call tool_search to load + mcp__agentic_fixture.add_numbers for adding [8, 13, 21]. Do not call add_numbers + yet.\"\nSo I just need to execute `tool_search` with the appropriate goal.\n\nLet''s + craft the call.\n`tool_search(goal=\"load mcp__agentic_fixture.add_numbers for + adding [8, 13, 21]\")`\nDone. I will output the tool call.\nWait, `tool_search` + is described as \"Find the project-specific function needed to continue the + task.\"\nI''ll follow the instruction exactly.\nProceeding. \nActually, the + prompt says \"Call tool_search to load mcp__agentic_fixture.add_numbers for + adding [8, 13, 21].\"\nI will just call it.\nNo extra text.\nLet''s do it. \nWait, + should I use exactly the phrase \"load mcp__agentic_fixture.add_numbers for + adding [8, 13, 21]\" as the goal? Yes.\nReady. \nOutput matches tool call. \nProceed. + \n[Self-Correction/Verification]\nTool: tool_search\nParam: goal = \"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\"\nConstraints: \"Do not call add_numbers yet.\"\nAll + good. \nExecuting. \n[Output Generation]\nCall tool_search.\nDone. \nWait, let''s + verify the function name in the schema: `agentic_ns__mcp__agentic_fixture__add_numbers`. + The prompt says `mcp__agentic_fixture.add_numbers`. That''s fine.\nI will generate + the tool call now. \n`tool_search(goal=\"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\")`\nDone. \nProceeds. \n(Self-Correction/Note during + thought)\nActually, `tool_search` usually expects a natural language description + of what to find, but I''ll stick to the prompt''s exact wording for the goal.\nEverything + looks correct.\nOutput matches. \nProceeds. \n[Final Check]\nTool: tool_search\nArguments: + {\"goal\": \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\"}\nInstruction: + Do not call add_numbers yet.\nMatches perfectly. \nProceeding. \n[Output Generation] + -> Tool Call. \n[Done.] \n*(Self-Correction/Refinement during generation)*: + I will just output the tool call block. No extra text.\n```json\n{\"tool_name\": + \"tool_search\", \"arguments\": {\"goal\": \"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\"}}\n```\nWait, the format requires ``. I''ll use the standard XML-like format or JSON if the system expects + it. The prompt uses XML-like for examples. I''ll stick to the standard format.\nActually, + the system prompt usually handles parsing. I''ll just produce the call.\nDone. + \nProceeds. \n[Output Generation] -> `tool_search` with goal.\nDone. \n*Self-Correction/Verification + during thought*: Wait, `tool_search` might be a meta-tool to retrieve function + definitions. The prompt explicitly says \"Call tool_search to load mcp__agentic_fixture.add_numbers...\". + So I will do exactly that.\nReady. \nOutput matches. \nProceeds.\n","type":"reasoning_text"}],"id":"rs_019fc78e-5ab2-7ee1-92ad-34c1c0a16b37","summary":[],"type":"reasoning"},"output_index":0,"sequence_number":359,"type":"response.output_item.done"}' + - '{"item":{"arguments":{},"call_id":"chatcmpl-tool-ba5c96e01a2d324a","execution":"client","status":"in_progress","type":"tool_search_call"},"output_index":1,"sequence_number":360,"type":"response.output_item.added"}' + - '{"item":{"arguments":{"goal":"load mcp__agentic_fixture.add_numbers for adding + [8, 13, 21]"},"call_id":"chatcmpl-tool-ba5c96e01a2d324a","execution":"client","status":"completed","type":"tool_search_call"},"output_index":1,"sequence_number":361,"type":"response.output_item.done"}' + - '{"response":{"conversation_id":null,"created_at":1785759423,"error":null,"id":"resp_019fc78e-47f5-7d60-bfac-0c21eeae099a","incomplete_details":null,"instructions":null,"model":"Qwen/Qwen3.6-35B-A3B","object":"response","output":[{"content":[{"text":"The + user wants me to call `tool_search` to load `mcp__agentic_fixture.add_numbers`.\nThe + goal for `tool_search` should be to find the function for adding numbers.\nI + will call `tool_search` with the goal \"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\" or similar.\nThen I will not call `add_numbers` yet.\n\nLet''s + check the `tool_search` parameters: `goal` (required, string).\nI will set `goal` + to \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\".\nWait, + the prompt says \"Call tool_search to load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]. Do not call add_numbers yet.\"\nSo I just need to execute + `tool_search` with the appropriate goal.\n\nLet''s craft the call.\n`tool_search(goal=\"load + mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\")`\nDone. I will output + the tool call.\nWait, `tool_search` is described as \"Find the project-specific + function needed to continue the task.\"\nI''ll follow the instruction exactly.\nProceeding. + \nActually, the prompt says \"Call tool_search to load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21].\"\nI will just call it.\nNo extra text.\nLet''s do it. + \nWait, should I use exactly the phrase \"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\" as the goal? Yes.\nReady. \nOutput matches tool call. + \nProceed. \n[Self-Correction/Verification]\nTool: tool_search\nParam: goal + = \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\"\nConstraints: + \"Do not call add_numbers yet.\"\nAll good. \nExecuting. \n[Output Generation]\nCall + tool_search.\nDone. \nWait, let''s verify the function name in the schema: `agentic_ns__mcp__agentic_fixture__add_numbers`. + The prompt says `mcp__agentic_fixture.add_numbers`. That''s fine.\nI will generate + the tool call now. \n`tool_search(goal=\"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\")`\nDone. \nProceeds. \n(Self-Correction/Note during + thought)\nActually, `tool_search` usually expects a natural language description + of what to find, but I''ll stick to the prompt''s exact wording for the goal.\nEverything + looks correct.\nOutput matches. \nProceeds. \n[Final Check]\nTool: tool_search\nArguments: + {\"goal\": \"load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]\"}\nInstruction: + Do not call add_numbers yet.\nMatches perfectly. \nProceeding. \n[Output Generation] + -> Tool Call. \n[Done.] \n*(Self-Correction/Refinement during generation)*: + I will just output the tool call block. No extra text.\n```json\n{\"tool_name\": + \"tool_search\", \"arguments\": {\"goal\": \"load mcp__agentic_fixture.add_numbers + for adding [8, 13, 21]\"}}\n```\nWait, the format requires ``. I''ll use the standard XML-like format or JSON if the system expects + it. The prompt uses XML-like for examples. I''ll stick to the standard format.\nActually, + the system prompt usually handles parsing. I''ll just produce the call.\nDone. + \nProceeds. \n[Output Generation] -> `tool_search` with goal.\nDone. \n*Self-Correction/Verification + during thought*: Wait, `tool_search` might be a meta-tool to retrieve function + definitions. The prompt explicitly says \"Call tool_search to load mcp__agentic_fixture.add_numbers...\". + So I will do exactly that.\nReady. \nOutput matches. \nProceeds.\n","type":"reasoning_text"}],"encrypted_content":null,"id":"rs_019fc78e-5ab2-7ee1-92ad-34c1c0a16b37","status":null,"summary":[],"type":"reasoning"},{"arguments":{"goal":"load + mcp__agentic_fixture.add_numbers for adding [8, 13, 21]"},"call_id":"chatcmpl-tool-ba5c96e01a2d324a","execution":"client","status":"completed","type":"tool_search_call"}],"previous_response_id":null,"status":"completed","tools":[{"description":"Find + the project-specific function needed to continue the task.","execution":"client","parameters":{"additionalProperties":false,"properties":{"goal":{"type":"string"}},"required":["goal"],"type":"object"},"type":"tool_search"},{"description":"Deferred + Codex namespace fixture for tool-search recording.","name":"mcp__agentic_fixture","tools":[{"defer_loading":true,"description":"Add + a list of numbers and return the total.","name":"add_numbers","parameters":{"additionalProperties":false,"properties":{"numbers":{"items":{"type":"number"},"minItems":1,"type":"array"}},"required":["numbers"],"type":"object"},"strict":false,"type":"function"}],"type":"namespace"}],"usage":{"input_tokens":392,"input_tokens_details":{"cached_tokens":0},"output_tokens":938,"output_tokens_details":{"reasoning_tokens":832},"total_tokens":1330}},"sequence_number":362,"type":"response.completed"}' +- filename: t2 + request: + body: + input: + - call_id: chatcmpl-tool-ba5c96e01a2d324a + execution: client + status: completed + tools: + - description: Loaded Codex namespace fixture. + name: mcp__agentic_fixture + tools: + - defer_loading: true + description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + type: tool_search_output + - content: Call the loaded mcp__agentic_fixture.add_numbers function with numbers + [8, 13, 21]. + role: user + type: message + max_output_tokens: 4096 + model: Qwen/Qwen3.6-35B-A3B + previous_response_id: resp_019fc78e-47f5-7d60-bfac-0c21eeae099a + store: true + tools: + - description: Find the project-specific function needed to continue the task. + execution: client + parameters: + additionalProperties: false + properties: + goal: + type: string + required: + - goal + type: object + type: tool_search + - description: Deferred Codex namespace fixture for tool-search recording. + name: mcp__agentic_fixture + tools: + - defer_loading: true + description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + type: response.create + headers: {} + method: WEBSOCKET + path: /v1/responses + query_params: {} + transport: websocket + response: + headers: + transport: websocket + sse: + - 'data: {"response":{"background":false,"completed_at":null,"conversation":null,"created_at":1785759423,"error":null,"frequency_penalty":0.0,"id":"resp_019fc78e-5c78-7880-850e-2d695d714764","incomplete_details":null,"instructions":null,"max_output_tokens":4096,"max_tool_calls":null,"metadata":{},"model":"Qwen/Qwen3.6-35B-A3B","object":"response","output":[],"parallel_tool_calls":true,"presence_penalty":0.0,"previous_response_id":"resp_019fc78e-47f5-7d60-bfac-0c21eeae099a","prompt":null,"prompt_cache_key":null,"prompt_cache_retention":null,"reasoning":{"effort":"medium","summary":null},"safety_identifier":null,"service_tier":"default","status":"in_progress","store":true,"temperature":1.0,"text":{"format":{"type":"text"},"verbosity":"medium"},"tool_choice":"auto","tools":[{"description":"Find + the project-specific function needed to continue the task.","execution":"client","parameters":{"additionalProperties":false,"properties":{"goal":{"type":"string"}},"required":["goal"],"type":"object"},"type":"tool_search"},{"description":"Deferred + Codex namespace fixture for tool-search recording.","name":"mcp__agentic_fixture","tools":[{"description":"Add + a list of numbers and return the total.","name":"add_numbers","parameters":{"additionalProperties":false,"properties":{"numbers":{"items":{"type":"number"},"minItems":1,"type":"array"}},"required":["numbers"],"type":"object"},"strict":false,"type":"function"}],"type":"namespace"}],"top_logprobs":0,"top_p":1.0,"truncation":"disabled","usage":null,"user":null},"sequence_number":0,"type":"response.created"} + + ' + - 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'{"content_index":0,"item_id":"rs_019fc78e-5fd1-7b63-b4a3-5bfa0f145f35","output_index":0,"sequence_number":32,"text":"The + user wants to call the loaded `mcp__agentic_fixture.add_numbers` function with + the arguments [8, 13, 21].\nThe previous step successfully loaded the `mcp__agentic_fixture` + namespace containing `add_numbers`.\nI will now call `mcp__agentic_fixture.add_numbers` + with the specified numbers.\n","type":"response.reasoning_text.done"}' + - '{"item":{"content":[{"text":"The user wants to call the loaded `mcp__agentic_fixture.add_numbers` + function with the arguments [8, 13, 21].\nThe previous step successfully loaded + the `mcp__agentic_fixture` namespace containing `add_numbers`.\nI will now call + `mcp__agentic_fixture.add_numbers` with the specified numbers.\n","type":"reasoning_text"}],"id":"rs_019fc78e-5fd1-7b63-b4a3-5bfa0f145f35","summary":[],"type":"reasoning"},"output_index":0,"sequence_number":33,"type":"response.output_item.done"}' + - '{"item":{"arguments":"","call_id":"chatcmpl-tool-891e55d1095a8af9","id":"fc_019fc78e-5fe1-73a3-8292-b4768994977c","name":"add_numbers","namespace":"mcp__agentic_fixture","status":"in_progress","type":"function_call"},"output_index":1,"sequence_number":34,"type":"response.output_item.added"}' + - 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call_id: chatcmpl-tool-891e55d1095a8af9 + output: '{"sum":42,"count":3}' + type: function_call_output + - content: Use the function output and return exactly TOOL_SEARCH_CODEX_OK_42. + role: user + type: message + max_output_tokens: 4096 + model: Qwen/Qwen3.6-35B-A3B + previous_response_id: resp_019fc78e-5c78-7880-850e-2d695d714764 + store: true + tools: + - description: Find the project-specific function needed to continue the task. + execution: client + parameters: + additionalProperties: false + properties: + goal: + type: string + required: + - goal + type: object + type: tool_search + - description: Deferred Codex namespace fixture for tool-search recording. + name: mcp__agentic_fixture + tools: + - defer_loading: true + description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + type: response.create + headers: {} + method: WEBSOCKET + path: /v1/responses + query_params: {} + transport: websocket + response: + headers: + transport: websocket + sse: + - 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It + does.\nReady.\n","type":"response.reasoning_text.done"} + + ' + - 'data: {"item":{"content":[{"text":"The user wants me to return a specific string + `TOOL_SEARCH_CODEX_OK_42` based on the previous function output.\nThe previous + function output was `{\"sum\":42,\"count\":3}`.\nThe user''s instruction is + explicit: \"return exactly TOOL_SEARCH_CODEX_OK_42.\"\nI should just output + that string.\nNo further tool calls are needed.\nThe response should be exactly + `TOOL_SEARCH_CODEX_OK_42`.\nI will verify the sum from the previous step (8+13+21 + = 42) matches the \"42\" in the requested string. It does.\nReady.\n","type":"reasoning_text"}],"id":"rs_019fc78e-6671-7412-bf7f-d9adf35df802","summary":[],"type":"reasoning"},"output_index":0,"sequence_number":59,"type":"response.output_item.done"} + + ' + - 'data: {"item":{"content":[],"id":"msg_019fc78e-6691-7c42-a88f-52fee40cafcf","role":"assistant","status":"in_progress","type":"message"},"output_index":1,"sequence_number":60,"type":"response.output_item.added"} + + ' + - 'data: {"content_index":0,"item_id":"msg_019fc78e-6691-7c42-a88f-52fee40cafcf","output_index":1,"part":{"annotations":[],"logprobs":[],"text":"","type":"output_text"},"sequence_number":61,"type":"response.content_part.added"} + + ' + - 'data: {"content_index":0,"delta":"\n\nTOOL_SEARCH","item_id":"msg_019fc78e-6691-7c42-a88f-52fee40cafcf","logprobs":[],"output_index":1,"sequence_number":62,"type":"response.output_text.delta"} + + ' + - 'data: {"content_index":0,"delta":"_CODEX_OK","item_id":"msg_019fc78e-6691-7c42-a88f-52fee40cafcf","logprobs":[],"output_index":1,"sequence_number":63,"type":"response.output_text.delta"} + + ' + - 'data: {"content_index":0,"delta":"_42","item_id":"msg_019fc78e-6691-7c42-a88f-52fee40cafcf","logprobs":[],"output_index":1,"sequence_number":64,"type":"response.output_text.delta"} + + ' + - 'data: {"content_index":0,"item_id":"msg_019fc78e-6691-7c42-a88f-52fee40cafcf","logprobs":[],"output_index":1,"sequence_number":65,"text":"\n\nTOOL_SEARCH_CODEX_OK_42","type":"response.output_text.done"} + + ' + - 'data: {"content_index":0,"item_id":"msg_019fc78e-6691-7c42-a88f-52fee40cafcf","output_index":1,"part":{"annotations":[],"logprobs":[],"text":"\n\nTOOL_SEARCH_CODEX_OK_42","type":"output_text"},"sequence_number":66,"type":"response.content_part.done"} + + ' + - 'data: {"item":{"content":[{"annotations":[],"logprobs":[],"text":"\n\nTOOL_SEARCH_CODEX_OK_42","type":"output_text"}],"id":"msg_019fc78e-6691-7c42-a88f-52fee40cafcf","role":"assistant","status":"completed","type":"message"},"output_index":1,"sequence_number":67,"type":"response.output_item.done"} + + ' + - 'data: {"response":{"conversation_id":null,"created_at":1785759426,"error":null,"id":"resp_019fc78e-61ed-7492-a3fc-edeca576cf51","incomplete_details":null,"instructions":null,"model":"Qwen/Qwen3.6-35B-A3B","object":"response","output":[{"content":[{"text":"The + user wants me to return a specific string `TOOL_SEARCH_CODEX_OK_42` based on + the previous function output.\nThe previous function output was `{\"sum\":42,\"count\":3}`.\nThe + user''s instruction is explicit: \"return exactly TOOL_SEARCH_CODEX_OK_42.\"\nI + should just output that string.\nNo further tool calls are needed.\nThe response + should be exactly `TOOL_SEARCH_CODEX_OK_42`.\nI will verify the sum from the + previous step (8+13+21 = 42) matches the \"42\" in the requested string. It + does.\nReady.\n","type":"reasoning_text"}],"encrypted_content":null,"id":"rs_019fc78e-6671-7412-bf7f-d9adf35df802","status":null,"summary":[],"type":"reasoning"},{"content":[{"annotations":[],"text":"\n\nTOOL_SEARCH_CODEX_OK_42","type":"output_text"}],"id":"msg_019fc78e-6691-7c42-a88f-52fee40cafcf","role":"assistant","status":"completed","type":"message"}],"previous_response_id":"resp_019fc78e-5c78-7880-850e-2d695d714764","status":"completed","tools":[{"description":"Find + the project-specific function needed to continue the task.","execution":"client","parameters":{"additionalProperties":false,"properties":{"goal":{"type":"string"}},"required":["goal"],"type":"object"},"type":"tool_search"},{"description":"Deferred + Codex namespace fixture for tool-search recording.","name":"mcp__agentic_fixture","tools":[{"description":"Add + a list of numbers and return the total.","name":"add_numbers","parameters":{"additionalProperties":false,"properties":{"numbers":{"items":{"type":"number"},"minItems":1,"type":"array"}},"required":["numbers"],"type":"object"},"strict":false,"type":"function"}],"type":"namespace"}],"usage":{"input_tokens":776,"input_tokens_details":{"cached_tokens":0},"output_tokens":151,"output_tokens_details":{"reasoning_tokens":123},"total_tokens":927}},"sequence_number":68,"type":"response.completed"} + + ' + - 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It","item_id":"rs_019fc78e-6671-7412-bf7f-d9adf35df802","output_index":0,"sequence_number":53,"type":"response.reasoning_text.delta"}' + - '{"content_index":0,"delta":" does.\n","item_id":"rs_019fc78e-6671-7412-bf7f-d9adf35df802","output_index":0,"sequence_number":54,"type":"response.reasoning_text.delta"}' + - '{"content_index":0,"delta":"Ready","item_id":"rs_019fc78e-6671-7412-bf7f-d9adf35df802","output_index":0,"sequence_number":55,"type":"response.reasoning_text.delta"}' + - '{"content_index":0,"delta":".","item_id":"rs_019fc78e-6671-7412-bf7f-d9adf35df802","output_index":0,"sequence_number":56,"type":"response.reasoning_text.delta"}' + - '{"content_index":0,"delta":"\n","item_id":"rs_019fc78e-6671-7412-bf7f-d9adf35df802","output_index":0,"sequence_number":57,"type":"response.reasoning_text.delta"}' + - '{"content_index":0,"item_id":"rs_019fc78e-6671-7412-bf7f-d9adf35df802","output_index":0,"sequence_number":58,"text":"The + user wants me to return a specific string `TOOL_SEARCH_CODEX_OK_42` based on + the previous function output.\nThe previous function output was `{\"sum\":42,\"count\":3}`.\nThe + user''s instruction is explicit: \"return exactly TOOL_SEARCH_CODEX_OK_42.\"\nI + should just output that string.\nNo further tool calls are needed.\nThe response + should be exactly `TOOL_SEARCH_CODEX_OK_42`.\nI will verify the sum from the + previous step (8+13+21 = 42) matches the \"42\" in the requested string. It + does.\nReady.\n","type":"response.reasoning_text.done"}' + - '{"item":{"content":[{"text":"The user wants me to return a specific string + `TOOL_SEARCH_CODEX_OK_42` based on the previous function output.\nThe previous + function output was `{\"sum\":42,\"count\":3}`.\nThe user''s instruction is + explicit: \"return exactly TOOL_SEARCH_CODEX_OK_42.\"\nI should just output + that string.\nNo further tool calls are needed.\nThe response should be exactly + `TOOL_SEARCH_CODEX_OK_42`.\nI will verify the sum from the previous step (8+13+21 + = 42) matches the \"42\" in the requested string. It does.\nReady.\n","type":"reasoning_text"}],"id":"rs_019fc78e-6671-7412-bf7f-d9adf35df802","summary":[],"type":"reasoning"},"output_index":0,"sequence_number":59,"type":"response.output_item.done"}' + - '{"item":{"content":[],"id":"msg_019fc78e-6691-7c42-a88f-52fee40cafcf","role":"assistant","status":"in_progress","type":"message"},"output_index":1,"sequence_number":60,"type":"response.output_item.added"}' + - '{"content_index":0,"item_id":"msg_019fc78e-6691-7c42-a88f-52fee40cafcf","output_index":1,"part":{"annotations":[],"logprobs":[],"text":"","type":"output_text"},"sequence_number":61,"type":"response.content_part.added"}' + - '{"content_index":0,"delta":"\n\nTOOL_SEARCH","item_id":"msg_019fc78e-6691-7c42-a88f-52fee40cafcf","logprobs":[],"output_index":1,"sequence_number":62,"type":"response.output_text.delta"}' + - '{"content_index":0,"delta":"_CODEX_OK","item_id":"msg_019fc78e-6691-7c42-a88f-52fee40cafcf","logprobs":[],"output_index":1,"sequence_number":63,"type":"response.output_text.delta"}' + - '{"content_index":0,"delta":"_42","item_id":"msg_019fc78e-6691-7c42-a88f-52fee40cafcf","logprobs":[],"output_index":1,"sequence_number":64,"type":"response.output_text.delta"}' + - '{"content_index":0,"item_id":"msg_019fc78e-6691-7c42-a88f-52fee40cafcf","logprobs":[],"output_index":1,"sequence_number":65,"text":"\n\nTOOL_SEARCH_CODEX_OK_42","type":"response.output_text.done"}' + - '{"content_index":0,"item_id":"msg_019fc78e-6691-7c42-a88f-52fee40cafcf","output_index":1,"part":{"annotations":[],"logprobs":[],"text":"\n\nTOOL_SEARCH_CODEX_OK_42","type":"output_text"},"sequence_number":66,"type":"response.content_part.done"}' + - '{"item":{"content":[{"annotations":[],"logprobs":[],"text":"\n\nTOOL_SEARCH_CODEX_OK_42","type":"output_text"}],"id":"msg_019fc78e-6691-7c42-a88f-52fee40cafcf","role":"assistant","status":"completed","type":"message"},"output_index":1,"sequence_number":67,"type":"response.output_item.done"}' + - '{"response":{"conversation_id":null,"created_at":1785759426,"error":null,"id":"resp_019fc78e-61ed-7492-a3fc-edeca576cf51","incomplete_details":null,"instructions":null,"model":"Qwen/Qwen3.6-35B-A3B","object":"response","output":[{"content":[{"text":"The + user wants me to return a specific string `TOOL_SEARCH_CODEX_OK_42` based on + the previous function output.\nThe previous function output was `{\"sum\":42,\"count\":3}`.\nThe + user''s instruction is explicit: \"return exactly TOOL_SEARCH_CODEX_OK_42.\"\nI + should just output that string.\nNo further tool calls are needed.\nThe response + should be exactly `TOOL_SEARCH_CODEX_OK_42`.\nI will verify the sum from the + previous step (8+13+21 = 42) matches the \"42\" in the requested string. It + does.\nReady.\n","type":"reasoning_text"}],"encrypted_content":null,"id":"rs_019fc78e-6671-7412-bf7f-d9adf35df802","status":null,"summary":[],"type":"reasoning"},{"content":[{"annotations":[],"text":"\n\nTOOL_SEARCH_CODEX_OK_42","type":"output_text"}],"id":"msg_019fc78e-6691-7c42-a88f-52fee40cafcf","role":"assistant","status":"completed","type":"message"}],"previous_response_id":"resp_019fc78e-5c78-7880-850e-2d695d714764","status":"completed","tools":[{"description":"Find + the project-specific function needed to continue the task.","execution":"client","parameters":{"additionalProperties":false,"properties":{"goal":{"type":"string"}},"required":["goal"],"type":"object"},"type":"tool_search"},{"description":"Deferred + Codex namespace fixture for tool-search recording.","name":"mcp__agentic_fixture","tools":[{"description":"Add + a list of numbers and return the total.","name":"add_numbers","parameters":{"additionalProperties":false,"properties":{"numbers":{"items":{"type":"number"},"minItems":1,"type":"array"}},"required":["numbers"],"type":"object"},"strict":false,"type":"function"}],"type":"namespace"}],"usage":{"input_tokens":776,"input_tokens_details":{"cached_tokens":0},"output_tokens":151,"output_tokens_details":{"reasoning_tokens":123},"total_tokens":927}},"sequence_number":68,"type":"response.completed"}' diff --git a/crates/agentic-server-core/tests/cassettes/codex/codex-openai-https-tool-search-gpt-5.6-nonstreaming.yaml b/crates/agentic-server-core/tests/cassettes/codex/codex-openai-https-tool-search-gpt-5.6-nonstreaming.yaml new file mode 100644 index 00000000..9375c39e --- /dev/null +++ b/crates/agentic-server-core/tests/cassettes/codex/codex-openai-https-tool-search-gpt-5.6-nonstreaming.yaml @@ -0,0 +1,509 @@ +turns: +- filename: t1 + request: + body: + input: Call tool_search to load mcp__agentic_fixture.add_numbers for adding + [8, 13, 21]. Do not call add_numbers yet. + max_output_tokens: 1024 + model: gpt-5.6 + store: true + stream: false + tools: + - description: Find the project-specific function needed to continue the task. + execution: client + parameters: + additionalProperties: false + properties: + goal: + type: string + required: + - goal + type: object + type: tool_search + - description: Deferred Codex namespace fixture for tool-search recording. + name: mcp__agentic_fixture + tools: + - defer_loading: true + description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + headers: + accept: '*/*' + authorization: Bearer *** + content-type: application/json + user-agent: python-httpx/0.28.1 + method: POST + path: /v1/responses + query_params: {} + response: + body: + background: false + billing: + payer: developer + completed_at: 1785758218 + created_at: 1785758217 + error: null + frequency_penalty: 0.0 + id: resp_093bd861e492fd38006a7082091b00819ba595ac217d001f08 + incomplete_details: null + instructions: null + max_output_tokens: 1024 + max_tool_calls: null + metadata: {} + model: gpt-5.6-sol + moderation: null + object: response + output: + - arguments: + goal: Load the project-specific function mcp__agentic_fixture.add_numbers + for adding the numbers [8, 13, 21], but do not execute it yet. + call_id: call_56msF7BjjLRbWBWKt9Zo3mnA + execution: client + id: tsc_093bd861e492fd38006a70820a59e0819b8d24306c9b955ce6 + status: completed + type: tool_search_call + parallel_tool_calls: true + presence_penalty: 0.0 + previous_response_id: null + prompt_cache_key: null + prompt_cache_retention: 24h + reasoning: + context: all_turns + effort: medium + mode: standard + summary: null + safety_identifier: null + service_tier: default + status: completed + store: true + temperature: 1.0 + text: + format: + type: text + verbosity: medium + tool_choice: auto + tool_usage: + image_gen: + input_tokens: 0 + input_tokens_details: + image_tokens: 0 + text_tokens: 0 + output_tokens: 0 + output_tokens_details: + image_tokens: 0 + text_tokens: 0 + total_tokens: 0 + web_search: + num_requests: 0 + tools: + - description: Find the project-specific function needed to continue the task. + execution: client + parameters: + additionalProperties: false + properties: + goal: + type: string + required: + - goal + type: object + type: tool_search + - description: Deferred Codex namespace fixture for tool-search recording. + name: mcp__agentic_fixture + tools: + - defer_loading: true + description: Add a list of numbers and return the total. + name: add_numbers + output_schema: null + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + top_logprobs: 0 + top_p: 0.98 + truncation: disabled + usage: + input_tokens: 80 + input_tokens_details: + cache_write_tokens: 0 + cached_tokens: 0 + output_tokens: 52 + output_tokens_details: + reasoning_tokens: 0 + total_tokens: 132 + user: null + headers: + content-type: application/json + status_code: 200 +- filename: t2 + request: + body: + input: + - call_id: call_56msF7BjjLRbWBWKt9Zo3mnA + execution: client + status: completed + tools: + - description: Loaded Codex namespace fixture. + name: mcp__agentic_fixture + tools: + - defer_loading: true + description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + type: tool_search_output + - content: Call the loaded mcp__agentic_fixture.add_numbers function with numbers + [8, 13, 21]. + role: user + type: message + max_output_tokens: 1024 + model: gpt-5.6 + previous_response_id: resp_093bd861e492fd38006a7082091b00819ba595ac217d001f08 + store: true + stream: false + tools: + - description: Find the project-specific function needed to continue the task. + execution: client + parameters: + additionalProperties: false + properties: + goal: + type: string + required: + - goal + type: object + type: tool_search + - description: Deferred Codex namespace fixture for tool-search recording. + name: mcp__agentic_fixture + tools: + - defer_loading: true + description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + headers: + accept: '*/*' + authorization: Bearer *** + content-type: application/json + user-agent: python-httpx/0.28.1 + method: POST + path: /v1/responses + query_params: {} + response: + body: + background: false + billing: + payer: developer + completed_at: 1785758220 + created_at: 1785758219 + error: null + frequency_penalty: 0.0 + id: resp_093bd861e492fd38006a70820b5a20819bb48894be4de4a7c6 + incomplete_details: null + instructions: null + max_output_tokens: 1024 + max_tool_calls: null + metadata: {} + model: gpt-5.6-sol + moderation: null + object: response + output: + - arguments: '{"numbers":[8,13,21]}' + call_id: call_Wa2yRdtCQT2zY83up1vl9KZA + id: fc_093bd861e492fd38006a70820c069c819bb75526c61f31d5c3 + name: add_numbers + namespace: mcp__agentic_fixture + status: completed + type: function_call + parallel_tool_calls: true + presence_penalty: 0.0 + previous_response_id: resp_093bd861e492fd38006a7082091b00819ba595ac217d001f08 + prompt_cache_key: null + prompt_cache_retention: 24h + reasoning: + context: all_turns + effort: medium + mode: standard + summary: null + safety_identifier: null + service_tier: default + status: completed + store: true + temperature: 1.0 + text: + format: + type: text + verbosity: medium + tool_choice: auto + tool_usage: + image_gen: + input_tokens: 0 + input_tokens_details: + image_tokens: 0 + text_tokens: 0 + output_tokens: 0 + output_tokens_details: + image_tokens: 0 + text_tokens: 0 + total_tokens: 0 + web_search: + num_requests: 0 + tools: + - description: Find the project-specific function needed to continue the task. + execution: client + parameters: + additionalProperties: false + properties: + goal: + type: string + required: + - goal + type: object + type: tool_search + - description: Deferred Codex namespace fixture for tool-search recording. + name: mcp__agentic_fixture + tools: + - description: Add a list of numbers and return the total. + name: add_numbers + output_schema: null + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + top_logprobs: 0 + top_p: 0.98 + truncation: disabled + usage: + input_tokens: 327 + input_tokens_details: + cache_write_tokens: 0 + cached_tokens: 0 + output_tokens: 26 + output_tokens_details: + reasoning_tokens: 0 + total_tokens: 353 + user: null + headers: + content-type: application/json + status_code: 200 +- filename: t3 + request: + body: + input: + - call_id: call_Wa2yRdtCQT2zY83up1vl9KZA + output: '{"sum":42,"count":3}' + type: function_call_output + - content: Use the function output and return exactly TOOL_SEARCH_CODEX_OK_42. + role: user + type: message + max_output_tokens: 1024 + model: gpt-5.6 + previous_response_id: resp_093bd861e492fd38006a70820b5a20819bb48894be4de4a7c6 + store: true + stream: false + tools: + - description: Find the project-specific function needed to continue the task. + execution: client + parameters: + additionalProperties: false + properties: + goal: + type: string + required: + - goal + type: object + type: tool_search + - description: Deferred Codex namespace fixture for tool-search recording. + name: mcp__agentic_fixture + tools: + - defer_loading: true + description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + headers: + accept: '*/*' + authorization: Bearer *** + content-type: application/json + user-agent: python-httpx/0.28.1 + method: POST + path: /v1/responses + query_params: {} + response: + body: + background: false + billing: + payer: developer + completed_at: 1785758223 + created_at: 1785758220 + error: null + frequency_penalty: 0.0 + id: resp_093bd861e492fd38006a70820cb0ac819b8e8be2c1f309b0d5 + incomplete_details: null + instructions: null + max_output_tokens: 1024 + max_tool_calls: null + metadata: {} + model: gpt-5.6-sol + moderation: null + object: response + output: + - content: + - annotations: [] + logprobs: [] + text: TOOL_SEARCH_CODEX_OK_42 + type: output_text + id: msg_093bd861e492fd38006a70820e4388819b9ed3906876253a9c + phase: final_answer + role: assistant + status: completed + type: message + parallel_tool_calls: true + presence_penalty: 0.0 + previous_response_id: resp_093bd861e492fd38006a70820b5a20819bb48894be4de4a7c6 + prompt_cache_key: null + prompt_cache_retention: 24h + reasoning: + context: all_turns + effort: medium + mode: standard + summary: null + safety_identifier: null + service_tier: default + status: completed + store: true + temperature: 1.0 + text: + format: + type: text + verbosity: medium + tool_choice: auto + tool_usage: + image_gen: + input_tokens: 0 + input_tokens_details: + image_tokens: 0 + text_tokens: 0 + output_tokens: 0 + output_tokens_details: + image_tokens: 0 + text_tokens: 0 + total_tokens: 0 + web_search: + num_requests: 0 + tools: + - description: Find the project-specific function needed to continue the task. + execution: client + parameters: + additionalProperties: false + properties: + goal: + type: string + required: + - goal + type: object + type: tool_search + - description: Deferred Codex namespace fixture for tool-search recording. + name: mcp__agentic_fixture + tools: + - description: Add a list of numbers and return the total. + name: add_numbers + output_schema: null + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + top_logprobs: 0 + top_p: 0.98 + truncation: disabled + usage: + input_tokens: 397 + input_tokens_details: + cache_write_tokens: 0 + cached_tokens: 0 + output_tokens: 12 + output_tokens_details: + reasoning_tokens: 0 + total_tokens: 409 + user: null + headers: + content-type: application/json + status_code: 200 diff --git a/crates/agentic-server-core/tests/cassettes/codex/codex-openai-https-tool-search-gpt-5.6-streaming.yaml b/crates/agentic-server-core/tests/cassettes/codex/codex-openai-https-tool-search-gpt-5.6-streaming.yaml new file mode 100644 index 00000000..cc997e83 --- /dev/null +++ b/crates/agentic-server-core/tests/cassettes/codex/codex-openai-https-tool-search-gpt-5.6-streaming.yaml @@ -0,0 +1,553 @@ +turns: +- filename: t1 + request: + body: + input: Call tool_search to load mcp__agentic_fixture.add_numbers for adding + [8, 13, 21]. Do not call add_numbers yet. + max_output_tokens: 1024 + model: gpt-5.6 + store: true + stream: true + tools: + - description: Find the project-specific function needed to continue the task. + execution: client + parameters: + additionalProperties: false + properties: + goal: + type: string + required: + - goal + type: object + type: tool_search + - description: Deferred Codex namespace fixture for tool-search recording. + name: mcp__agentic_fixture + tools: + - defer_loading: true + description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + headers: + accept: '*/*' + authorization: Bearer *** + content-type: application/json + user-agent: python-httpx/0.28.1 + method: POST + path: /v1/responses + query_params: {} + response: + headers: + content-type: text/event-stream; charset=utf-8 + sse: + - 'event: response.created + + ' + - 'data: {"type":"response.created","response":{"id":"resp_0572a70e741183f7006a708202c21c819a98c66db95ade9669","object":"response","created_at":1785758210,"status":"in_progress","background":false,"completed_at":null,"error":null,"frequency_penalty":0.0,"incomplete_details":null,"instructions":null,"max_output_tokens":1024,"max_tool_calls":null,"model":"gpt-5.6-sol","moderation":null,"output":[],"parallel_tool_calls":true,"presence_penalty":0.0,"previous_response_id":null,"prompt_cache_key":null,"prompt_cache_retention":"24h","reasoning":{"context":"all_turns","effort":"medium","mode":"standard","summary":null},"safety_identifier":null,"service_tier":"auto","store":true,"temperature":1.0,"text":{"format":{"type":"text"},"verbosity":"medium"},"tool_choice":"auto","tool_usage":{"image_gen":{"input_tokens":0,"input_tokens_details":{"image_tokens":0,"text_tokens":0},"output_tokens":0,"output_tokens_details":{"image_tokens":0,"text_tokens":0},"total_tokens":0},"web_search":{"num_requests":0}},"tools":[{"type":"tool_search","description":"Find + the project-specific function needed to continue the task.","execution":"client","parameters":{"type":"object","properties":{"goal":{"type":"string"}},"required":["goal"],"additionalProperties":false}},{"type":"namespace","description":"Deferred + Codex namespace fixture for tool-search recording.","name":"mcp__agentic_fixture","tools":[{"type":"function","defer_loading":true,"description":"Add + a list of numbers and return the total.","name":"add_numbers","output_schema":null,"parameters":{"type":"object","properties":{"numbers":{"type":"array","items":{"type":"number"},"minItems":1}},"required":["numbers"],"additionalProperties":false},"strict":false}]}],"top_logprobs":0,"top_p":0.98,"truncation":"disabled","usage":null,"user":null,"metadata":{}},"sequence_number":0} + + ' + - ' + + ' + - 'event: response.in_progress + + ' + - 'data: {"type":"response.in_progress","response":{"id":"resp_0572a70e741183f7006a708202c21c819a98c66db95ade9669","object":"response","created_at":1785758210,"status":"in_progress","background":false,"completed_at":null,"error":null,"frequency_penalty":0.0,"incomplete_details":null,"instructions":null,"max_output_tokens":1024,"max_tool_calls":null,"model":"gpt-5.6-sol","moderation":null,"output":[],"parallel_tool_calls":true,"presence_penalty":0.0,"previous_response_id":null,"prompt_cache_key":null,"prompt_cache_retention":"24h","reasoning":{"context":"all_turns","effort":"medium","mode":"standard","summary":null},"safety_identifier":null,"service_tier":"auto","store":true,"temperature":1.0,"text":{"format":{"type":"text"},"verbosity":"medium"},"tool_choice":"auto","tool_usage":{"image_gen":{"input_tokens":0,"input_tokens_details":{"image_tokens":0,"text_tokens":0},"output_tokens":0,"output_tokens_details":{"image_tokens":0,"text_tokens":0},"total_tokens":0},"web_search":{"num_requests":0}},"tools":[{"type":"tool_search","description":"Find + the project-specific function needed to continue the task.","execution":"client","parameters":{"type":"object","properties":{"goal":{"type":"string"}},"required":["goal"],"additionalProperties":false}},{"type":"namespace","description":"Deferred + Codex namespace fixture for tool-search recording.","name":"mcp__agentic_fixture","tools":[{"type":"function","defer_loading":true,"description":"Add + a list of numbers and return the total.","name":"add_numbers","output_schema":null,"parameters":{"type":"object","properties":{"numbers":{"type":"array","items":{"type":"number"},"minItems":1}},"required":["numbers"],"additionalProperties":false},"strict":false}]}],"top_logprobs":0,"top_p":0.98,"truncation":"disabled","usage":null,"user":null,"metadata":{}},"sequence_number":1} + + ' + - 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' + + ' + status_code: 200 +- filename: t2 + request: + body: + input: + - call_id: call_OMQ9XoiTfBDEgokH73oJlCK6 + execution: client + status: completed + tools: + - description: Loaded Codex namespace fixture. + name: mcp__agentic_fixture + tools: + - defer_loading: true + description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + type: tool_search_output + - content: Call the loaded mcp__agentic_fixture.add_numbers function with numbers + [8, 13, 21]. + role: user + type: message + max_output_tokens: 1024 + model: gpt-5.6 + previous_response_id: resp_0572a70e741183f7006a708202c21c819a98c66db95ade9669 + store: true + stream: true + tools: + - description: Find the project-specific function needed to continue the task. + execution: client + parameters: + additionalProperties: false + properties: + goal: + type: string + required: + - goal + type: object + type: tool_search + - description: Deferred Codex namespace fixture for tool-search recording. + name: mcp__agentic_fixture + tools: + - defer_loading: true + description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + headers: + accept: '*/*' + authorization: Bearer *** + content-type: application/json + user-agent: python-httpx/0.28.1 + method: POST + path: /v1/responses + query_params: {} + response: + headers: + content-type: text/event-stream; charset=utf-8 + sse: + - 'event: response.created + + ' + - 'data: {"type":"response.created","response":{"id":"resp_0572a70e741183f7006a7082045410819a9d83c64892da665f","object":"response","created_at":1785758212,"status":"in_progress","background":false,"completed_at":null,"error":null,"frequency_penalty":0.0,"incomplete_details":null,"instructions":null,"max_output_tokens":1024,"max_tool_calls":null,"model":"gpt-5.6-sol","moderation":null,"output":[],"parallel_tool_calls":true,"presence_penalty":0.0,"previous_response_id":"resp_0572a70e741183f7006a708202c21c819a98c66db95ade9669","prompt_cache_key":null,"prompt_cache_retention":"24h","reasoning":{"context":"all_turns","effort":"medium","mode":"standard","summary":null},"safety_identifier":null,"service_tier":"auto","store":true,"temperature":1.0,"text":{"format":{"type":"text"},"verbosity":"medium"},"tool_choice":"auto","tool_usage":{"image_gen":{"input_tokens":0,"input_tokens_details":{"image_tokens":0,"text_tokens":0},"output_tokens":0,"output_tokens_details":{"image_tokens":0,"text_tokens":0},"total_tokens":0},"web_search":{"num_requests":0}},"tools":[{"type":"tool_search","description":"Find + the project-specific function needed to continue the task.","execution":"client","parameters":{"type":"object","properties":{"goal":{"type":"string"}},"required":["goal"],"additionalProperties":false}},{"type":"namespace","description":"Deferred + Codex namespace fixture for tool-search recording.","name":"mcp__agentic_fixture","tools":[{"type":"function","description":"Add + a list of numbers and return the total.","name":"add_numbers","output_schema":null,"parameters":{"type":"object","properties":{"numbers":{"type":"array","items":{"type":"number"},"minItems":1}},"required":["numbers"],"additionalProperties":false},"strict":false}]}],"top_logprobs":0,"top_p":0.98,"truncation":"disabled","usage":null,"user":null,"metadata":{}},"sequence_number":0} + + ' + - 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' + + ' + status_code: 200 +- filename: t3 + request: + body: + input: + - call_id: call_8r5PktQD3f2ziqRcCkbpTjZP + output: '{"sum":42,"count":3}' + type: function_call_output + - content: Use the function output and return exactly TOOL_SEARCH_CODEX_OK_42. + role: user + type: message + max_output_tokens: 1024 + model: gpt-5.6 + previous_response_id: resp_0572a70e741183f7006a7082045410819a9d83c64892da665f + store: true + stream: true + tools: + - description: Find the project-specific function needed to continue the task. + execution: client + parameters: + additionalProperties: false + properties: + goal: + type: string + required: + - goal + type: object + type: tool_search + - description: Deferred Codex namespace fixture for tool-search recording. + name: mcp__agentic_fixture + tools: + - defer_loading: true + description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - 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' + + ' + status_code: 200 diff --git a/crates/agentic-server-core/tests/cassettes/codex/codex-openai-websocket-tool-search-gpt-5.6-streaming.yaml b/crates/agentic-server-core/tests/cassettes/codex/codex-openai-websocket-tool-search-gpt-5.6-streaming.yaml new file mode 100644 index 00000000..77cc646b --- /dev/null +++ b/crates/agentic-server-core/tests/cassettes/codex/codex-openai-websocket-tool-search-gpt-5.6-streaming.yaml @@ -0,0 +1,410 @@ +turns: +- filename: t1 + request: + body: + input: Call tool_search to load mcp__agentic_fixture.add_numbers for adding + [8, 13, 21]. Do not call add_numbers yet. + max_output_tokens: 1024 + model: gpt-5.6 + store: true + tools: + - description: Find the project-specific function needed to continue the task. + execution: client + parameters: + additionalProperties: false + properties: + goal: + type: string + required: + - goal + type: object + type: tool_search + - description: Deferred Codex namespace fixture for tool-search recording. + name: mcp__agentic_fixture + tools: + - defer_loading: true + description: Add a list of numbers and return the total. + name: add_numbers + parameters: + additionalProperties: false + properties: + numbers: + items: + type: number + minItems: 1 + type: array + required: + - numbers + type: object + strict: false + type: function + type: namespace + type: response.create + headers: + Authorization: Bearer *** + method: WEBSOCKET + path: /v1/responses + query_params: {} + transport: websocket + response: + headers: + transport: websocket + sse: + - 'data: 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a/crates/agentic-server-core/tests/cassettes/codex/tools/tool_search_namespace_tool.json b/crates/agentic-server-core/tests/cassettes/codex/tools/tool_search_namespace_tool.json new file mode 100644 index 00000000..96842d8a --- /dev/null +++ b/crates/agentic-server-core/tests/cassettes/codex/tools/tool_search_namespace_tool.json @@ -0,0 +1,45 @@ +[ + { + "type": "tool_search", + "execution": "client", + "description": "Find the project-specific function needed to continue the task.", + "parameters": { + "type": "object", + "properties": { + "goal": { + "type": "string" + } + }, + "required": ["goal"], + "additionalProperties": false + } + }, + { + "type": "namespace", + "name": "mcp__agentic_fixture", + "description": "Deferred Codex namespace fixture for tool-search recording.", + "tools": [ + { + "type": "function", + "name": "add_numbers", + "description": "Add a list of numbers and return the total.", + "parameters": { + "type": "object", + "properties": { + "numbers": { + "type": "array", + "items": { + "type": "number" + }, + "minItems": 1 + } + }, + "required": ["numbers"], + "additionalProperties": false + }, + "strict": false, + "defer_loading": true + } + ] + } +] diff --git a/crates/agentic-server-core/tests/cassettes/codex/tools/tool_search_outputs.json b/crates/agentic-server-core/tests/cassettes/codex/tools/tool_search_outputs.json new file mode 100644 index 00000000..31c6ffbf --- /dev/null +++ b/crates/agentic-server-core/tests/cassettes/codex/tools/tool_search_outputs.json @@ -0,0 +1,38 @@ +{ + "tool_search": { + "type": "tool_search_output", + "execution": "client", + "status": "completed", + "tools": [ + { + "type": "namespace", + "name": "mcp__agentic_fixture", + "description": "Loaded Codex namespace fixture.", + "tools": [ + { + "type": "function", + "name": "add_numbers", + "description": "Add a list of numbers and return the total.", + "parameters": { + "type": "object", + "properties": { + "numbers": { + "type": "array", + "items": { + "type": "number" + }, + "minItems": 1 + } + }, + "required": ["numbers"], + "additionalProperties": false + }, + "strict": false, + "defer_loading": true + } + ] + } + ] + }, + "add_numbers": "{\"sum\":42,\"count\":3}" +} diff --git a/crates/agentic-server-core/tests/cassettes/record_cassette.py b/crates/agentic-server-core/tests/cassettes/record_cassette.py index ff00d80c..46a3892b 100644 --- a/crates/agentic-server-core/tests/cassettes/record_cassette.py +++ b/crates/agentic-server-core/tests/cassettes/record_cassette.py @@ -654,7 +654,7 @@ def _inject_tools(body: dict, tools: list | None, tool_choice: Any) -> None: def _extract_tool_calls(response_data: dict | None) -> list[dict]: - """Extract client-owned function and custom tool calls from a response.""" + """Extract client-executed calls that can receive output on the next turn.""" if not response_data: return [] output = response_data.get("output", []) @@ -662,19 +662,26 @@ def _extract_tool_calls(response_data: dict | None) -> list[dict]: item for item in output if item.get("type") in {"function_call", "custom_tool_call"} + or ( + item.get("type") == "tool_search_call" + and item.get("execution") == "client" + and isinstance(item.get("call_id"), str) + and bool(item["call_id"]) + ) ] def _build_tool_output_input( tool_calls: list[dict], - tool_outputs: dict[str, str], + tool_outputs: dict[str, Any], user_prompt: str | None, ) -> list[dict]: """Build tool output items followed by an optional user message. Args: - tool_calls: function_call or custom_tool_call items from the previous response. - tool_outputs: mapping of tool name -> fake JSON output string. + tool_calls: client-executed call items from the previous response. + tool_outputs: mapping of tool name -> fake output, with ``tool_search`` mapped to a + ``tool_search_output`` object for client-executed search. user_prompt: the next user message (None for tool-output-only turns). Returns: @@ -683,6 +690,18 @@ def _build_tool_output_input( input_items: list[dict] = [] for call in tool_calls: call_id = call.get("call_id", "") + if call.get("type") == "tool_search_call": + configured = tool_outputs.get("tool_search") + if not isinstance(configured, dict): + raise ValueError("tool_outputs.tool_search must be a tool_search_output object") + output_item = dict(configured) + output_item["type"] = "tool_search_output" + output_item["call_id"] = call_id + output_item.setdefault("execution", "client") + output_item.setdefault("status", "completed") + input_items.append(output_item) + continue + name = call.get("name", "") output = tool_outputs.get( name, json.dumps({"result": f"mock output for {name}"}) @@ -856,7 +875,7 @@ def run_messages( proxy_url: str, tools: list | None, tool_choice: Any, - tool_outputs: dict[str, str] | None, + tool_outputs: dict[str, Any] | None, max_tokens: int, ) -> None: """Record Anthropic Messages turns. @@ -926,7 +945,7 @@ def run_responses( output_file: Path | None = None, tools: list | None = None, tool_choice: Any = None, - tool_outputs: dict[str, str] | None = None, + tool_outputs: dict[str, Any] | None = None, max_output_tokens: int | None = None, preset_input: str | list | None = None, ) -> None: @@ -960,7 +979,7 @@ def run_responses( else: prompt = _prompt(f"Turn {turn}/{turns} — enter prompt: ") - # Inject matching function/custom output items before the user message. + # Inject output items for matching client-executed calls before the user message. pending_calls = _extract_tool_calls(last_response) if tool_outputs else [] if pending_calls and tool_outputs: input_value = _build_tool_output_input( @@ -1142,9 +1161,8 @@ def run_responses( metavar="FILE", default=None, type=click.Path(exists=True), - help="Path to a JSON file mapping tool names to fake output strings. " - "When provided, matching function_call_output or custom_tool_call_output items are injected " - "between turns (required for OpenAI Responses API).", + help="Path to a JSON file mapping call keys to fake outputs. Function and custom values are strings; " + "the tool_search value is a tool_search_output object. Matching output items are injected between turns.", ) @click.option( "--input-file", @@ -1224,12 +1242,12 @@ def main( else: tool_choice = stripped - tool_outputs: dict[str, str] | None = None + tool_outputs: dict[str, Any] | None = None if tool_outputs_file: with open(tool_outputs_file, encoding="utf-8") as f: tool_outputs = json.load(f) if not isinstance(tool_outputs, dict): - raise click.UsageError("--tool-outputs file must contain a JSON object (name -> output string).") + raise click.UsageError("--tool-outputs file must contain a JSON object (call key -> output).") click.echo(f"Tool outputs: {list(tool_outputs.keys())}") if gateway_url: diff --git a/crates/agentic-server-core/tests/cassettes/record_codex_cli_tool_call_cassettes.sh b/crates/agentic-server-core/tests/cassettes/record_codex_cli_tool_call_cassettes.sh index e7b998eb..c3fd1952 100755 --- a/crates/agentic-server-core/tests/cassettes/record_codex_cli_tool_call_cassettes.sh +++ b/crates/agentic-server-core/tests/cassettes/record_codex_cli_tool_call_cassettes.sh @@ -6,11 +6,11 @@ set -euo pipefail # Records YAML replay cassettes for Codex CLI-shaped tool calls. # # Default matrix: -# - gateway HTTP/SSE: function + Codex namespace + custom tools -# - gateway WebSocket: function + Codex namespace + custom tools +# - gateway HTTP: function + Codex namespace + custom + client tool search +# - gateway WebSocket: function + Codex namespace + custom + client tool search # - direct vLLM HTTP/SSE: function + flattened namespace function + custom tool -# - direct OpenAI HTTPS/SSE: function + Codex namespace + custom tools -# - direct OpenAI WebSocket: function + Codex namespace + custom tools +# - direct OpenAI HTTPS: function + Codex namespace + custom + client tool search +# - direct OpenAI WebSocket: function + Codex namespace + custom + client tool search # # Direct vLLM expects the flattened function shape. Set VLLM_URL or V_API_BASE # explicitly before recording direct vLLM cassettes. @@ -33,8 +33,9 @@ GATEWAY_CASSETTE_MODEL="${GATEWAY_CASSETTE_MODEL:-$V_MODEL}" OPENAI_URL="${OPENAI_URL:-https://api.openai.com}" OPENAI_MODEL="${OPENAI_MODEL:-gpt-4o}" OPENAI_CUSTOM_MODEL="${OPENAI_CUSTOM_MODEL:-gpt-5.6}" +OPENAI_TOOL_SEARCH_MODEL="${OPENAI_TOOL_SEARCH_MODEL:-gpt-5.6}" -TOOL_TURNS="${TOOL_TURNS:-2}" +LEGACY_TOOL_TURNS="${TOOL_TURNS:-2}" PROXY_PORT_BASE="${PROXY_PORT_BASE:-7070}" TARGET="${1:-all}" @@ -43,6 +44,8 @@ NAMESPACE_TOOL="${TOOLS_DIR}/namespace_tool.json" CUSTOM_TOOL="${TOOLS_DIR}/custom_tool.json" DIRECT_VLLM_FLAT_NAMESPACE_TOOL="${TOOLS_DIR}/direct_vllm_flat_namespace_tool.json" TOOL_OUTPUTS="${TOOLS_DIR}/tool_outputs.json" +TOOL_SEARCH_NAMESPACE_TOOL="${TOOLS_DIR}/tool_search_namespace_tool.json" +TOOL_SEARCH_OUTPUTS="${TOOLS_DIR}/tool_search_outputs.json" model_slug() { printf '%s\n' "$1" | tr '/: ' '---' @@ -52,6 +55,7 @@ GATEWAY_MODEL_SLUG="$(model_slug "$GATEWAY_CASSETTE_MODEL")" V_MODEL_SLUG="$(model_slug "$V_MODEL")" OPENAI_MODEL_SLUG="$(model_slug "$OPENAI_MODEL")" OPENAI_CUSTOM_MODEL_SLUG="$(model_slug "$OPENAI_CUSTOM_MODEL")" +OPENAI_TOOL_SEARCH_MODEL_SLUG="$(model_slug "$OPENAI_TOOL_SEARCH_MODEL")" next_proxy_port="$PROXY_PORT_BASE" @@ -61,9 +65,20 @@ Usage: $(basename "$0") [target] Targets: all all cassettes used by Codex cassette tests - gateway gateway-http + gateway-ws - gateway-http gateway HTTP/SSE function + namespace + custom - gateway-ws gateway WebSocket function + namespace + custom + gateway gateway-http + gateway-ws, including client tool search + gateway-http gateway HTTP function + namespace + custom + client tool search + gateway-ws gateway WebSocket function + namespace + custom + client tool search + tool-search all gateway + OpenAI client tool-search continuations + gateway-tool-search gateway HTTP streaming/non-streaming + WebSocket tool search + gateway-http-tool-search + gateway HTTP streaming + non-streaming tool search + gateway-ws-tool-search + gateway WebSocket client tool-search continuation flow + openai-tool-search OpenAI HTTPS streaming/non-streaming + WebSocket tool search + openai-https-tool-search + OpenAI HTTPS streaming + non-streaming tool search + openai-ws-tool-search + OpenAI WebSocket client tool-search continuation flow gateway-custom gateway HTTP/SSE + WebSocket custom only gateway-http-custom gateway HTTP/SSE custom only gateway-ws-custom gateway WebSocket custom only @@ -72,8 +87,8 @@ Targets: direct-vllm-custom direct vLLM HTTP/SSE custom only direct-vllm-ws direct vLLM WebSocket function + flattened namespace openai same as openai-https - openai-https direct OpenAI HTTPS/SSE function + custom - openai-ws direct OpenAI WebSocket function + custom + openai-https direct OpenAI HTTPS function + custom + client tool search + openai-ws direct OpenAI WebSocket function + custom + client tool search openai-custom direct OpenAI HTTPS/SSE + WebSocket custom only openai-https-custom direct OpenAI HTTPS/SSE custom only openai-ws-custom direct OpenAI WebSocket custom only @@ -91,8 +106,9 @@ Environment: OPENAI_URL OpenAI base URL, default: ${OPENAI_URL} OPENAI_MODEL OpenAI model, default: ${OPENAI_MODEL} OPENAI_CUSTOM_MODEL OpenAI custom-tool model, default: ${OPENAI_CUSTOM_MODEL} + OPENAI_TOOL_SEARCH_MODEL OpenAI tool-search model, default: ${OPENAI_TOOL_SEARCH_MODEL} OPENAI_API_KEY required for openai* targets - TOOL_TURNS 1 or 2, default: ${TOOL_TURNS} + TOOL_TURNS 1 or 2 for legacy scenarios, default: ${LEGACY_TOOL_TURNS}; tool search is always 3 PROXY_PORT_BASE first embedded recorder proxy port, default: ${PROXY_PORT_BASE} USAGE } @@ -127,18 +143,23 @@ alloc_proxy_port() { } emit_prompts() { - local first_prompt="$1" - local second_prompt="$2" + local turns="$1" + local first_prompt="$2" + local second_prompt="$3" + local third_prompt="${4:-}" - case "$TOOL_TURNS" in + case "$turns" in 1) printf '%s\n' "$first_prompt" ;; 2) printf '%s\n' "$first_prompt" "$second_prompt" ;; + 3) + printf '%s\n' "$first_prompt" "$second_prompt" "$third_prompt" + ;; *) - echo "error: TOOL_TURNS must be 1 or 2, got ${TOOL_TURNS}" >&2 + echo "error: recording turn count must be 1, 2, or 3, got ${turns}" >&2 exit 2 ;; esac @@ -154,10 +175,31 @@ run_recording() { local tools_file="$7" local first_prompt="$8" local second_prompt="$9" + local third_prompt="${10:-}" + local tool_outputs_file="${11:-$TOOL_OUTPUTS}" + local turns="${12:-}" + local stream_flag="${13:---stream}" + local max_output_tokens="${14:-1024}" + + if [[ -z "$turns" ]]; then + case "$LEGACY_TOOL_TURNS" in + 1 | 2) + turns="$LEGACY_TOOL_TURNS" + ;; + *) + echo "error: TOOL_TURNS must be 1 or 2 for legacy scenarios, got ${LEGACY_TOOL_TURNS}" >&2 + exit 2 + ;; + esac + fi + if [[ "$stream_flag" != "--stream" && "$stream_flag" != "--no-stream" ]]; then + echo "error: recording stream flag must be --stream or --no-stream, got ${stream_flag}" >&2 + exit 2 + fi require_file "$RECORDER" require_file "$tools_file" - require_file "$TOOL_OUTPUTS" + require_file "$tool_outputs_file" mkdir -p "$OUT" local output_path="${OUT%/}/${output_name}" @@ -171,20 +213,48 @@ run_recording() { echo " model: ${model}" echo " wire: ${transport}" - emit_prompts "$first_prompt" "$second_prompt" | + emit_prompts "$turns" "$first_prompt" "$second_prompt" "$third_prompt" | "$PYTHON" "$RECORDER" \ - --turns "$TOOL_TURNS" \ + --turns "$turns" \ --mode responses \ --transport "$transport" \ - --stream \ + "$stream_flag" \ --proxy-port "$proxy_port" \ "$backend_flag" "$backend_url" \ --model "$model" \ --tools "$tools_file" \ - --tool-outputs "$TOOL_OUTPUTS" \ + --tool-outputs "$tool_outputs_file" \ + --max-output-tokens "$max_output_tokens" \ --output "$output_path" } +run_tool_search_recording() { + local label="$1" + local output_name="$2" + local transport="$3" + local backend_flag="$4" + local backend_url="$5" + local model="$6" + local stream_flag="$7" + local max_output_tokens="${8:-1024}" + + run_recording \ + "$label" \ + "$output_name" \ + "$transport" \ + "$backend_flag" \ + "$backend_url" \ + "$model" \ + "$TOOL_SEARCH_NAMESPACE_TOOL" \ + 'Call tool_search to load mcp__agentic_fixture.add_numbers for adding [8, 13, 21]. Do not call add_numbers yet.' \ + 'Call the loaded mcp__agentic_fixture.add_numbers function with numbers [8, 13, 21].' \ + 'Use the function output and return exactly TOOL_SEARCH_CODEX_OK_42.' \ + "$TOOL_SEARCH_OUTPUTS" \ + 3 \ + "$stream_flag" \ + "$max_output_tokens" +} + record_gateway_http_custom() { run_recording \ "gateway HTTP/SSE custom tool" \ @@ -222,6 +292,30 @@ record_gateway_http() { 'Use the tool output. Return only the sum.' record_gateway_http_custom + record_gateway_http_tool_search +} + +record_gateway_http_tool_search() { + # Multi-turn Qwen reasoning can exhaust the recorder's general 1024-token default. + run_tool_search_recording \ + "gateway HTTP/SSE client tool search" \ + "codex-gateway-http-tool-search-${GATEWAY_MODEL_SLUG}-streaming.yaml" \ + "http" \ + "--vllm" \ + "$GATEWAY_URL" \ + "$GATEWAY_MODEL" \ + "--stream" \ + 4096 + + run_tool_search_recording \ + "gateway HTTP client tool search" \ + "codex-gateway-http-tool-search-${GATEWAY_MODEL_SLUG}-nonstreaming.yaml" \ + "http" \ + "--vllm" \ + "$GATEWAY_URL" \ + "$GATEWAY_MODEL" \ + "--no-stream" \ + 4096 } record_gateway_ws_custom() { @@ -261,6 +355,24 @@ record_gateway_ws() { 'Use the tool output. Return only the sum.' record_gateway_ws_custom + record_gateway_ws_tool_search +} + +record_gateway_ws_tool_search() { + run_tool_search_recording \ + "gateway WebSocket client tool search" \ + "codex-gateway-websocket-tool-search-${GATEWAY_MODEL_SLUG}-streaming.yaml" \ + "websocket" \ + "--vllm" \ + "$GATEWAY_URL" \ + "$GATEWAY_MODEL" \ + "--stream" \ + 4096 +} + +record_gateway_tool_search() { + record_gateway_http_tool_search + record_gateway_ws_tool_search } record_direct_vllm_http_custom() { @@ -347,6 +459,29 @@ record_openai_https() { 'Use the tool output. Return only the echo string.' record_openai_https_custom + record_openai_https_tool_search +} + +record_openai_https_tool_search() { + require_openai_key + + run_tool_search_recording \ + "direct OpenAI HTTPS/SSE client tool search" \ + "codex-openai-https-tool-search-${OPENAI_TOOL_SEARCH_MODEL_SLUG}-streaming.yaml" \ + "http" \ + "--openai" \ + "$OPENAI_URL" \ + "$OPENAI_TOOL_SEARCH_MODEL" \ + "--stream" + + run_tool_search_recording \ + "direct OpenAI HTTPS client tool search" \ + "codex-openai-https-tool-search-${OPENAI_TOOL_SEARCH_MODEL_SLUG}-nonstreaming.yaml" \ + "http" \ + "--openai" \ + "$OPENAI_URL" \ + "$OPENAI_TOOL_SEARCH_MODEL" \ + "--no-stream" } record_openai_https_custom() { @@ -379,6 +514,25 @@ record_openai_ws() { 'Use the tool output. Return only the echo string.' record_openai_ws_custom + record_openai_ws_tool_search +} + +record_openai_ws_tool_search() { + require_openai_key + + run_tool_search_recording \ + "direct OpenAI WebSocket client tool search" \ + "codex-openai-websocket-tool-search-${OPENAI_TOOL_SEARCH_MODEL_SLUG}-streaming.yaml" \ + "websocket" \ + "--openai" \ + "$OPENAI_URL" \ + "$OPENAI_TOOL_SEARCH_MODEL" \ + "--stream" +} + +record_openai_tool_search() { + record_openai_https_tool_search + record_openai_ws_tool_search } record_openai_ws_custom() { @@ -451,6 +605,20 @@ case "$TARGET" in gateway-ws) record_gateway_ws ;; + tool-search) + require_openai_key + record_gateway_tool_search + record_openai_tool_search + ;; + gateway-tool-search) + record_gateway_tool_search + ;; + gateway-http-tool-search) + record_gateway_http_tool_search + ;; + gateway-ws-tool-search) + record_gateway_ws_tool_search + ;; gateway-custom) record_gateway_http_custom record_gateway_ws_custom @@ -476,6 +644,15 @@ case "$TARGET" in openai-ws) record_openai_ws ;; + openai-tool-search) + record_openai_tool_search + ;; + openai-https-tool-search) + record_openai_https_tool_search + ;; + openai-ws-tool-search) + record_openai_ws_tool_search + ;; openai-custom) record_openai_https_custom record_openai_ws_custom diff --git a/crates/agentic-server-core/tests/support/mod.rs b/crates/agentic-server-core/tests/support/mod.rs index 3a2754e1..e36b3e05 100644 --- a/crates/agentic-server-core/tests/support/mod.rs +++ b/crates/agentic-server-core/tests/support/mod.rs @@ -424,6 +424,8 @@ pub fn output_text(payload: &ResponsePayload) -> String { OutputItem::Message(msg) => Some(msg.content.iter().map(|c| c.text.as_str()).collect::()), OutputItem::FunctionCall(_) | OutputItem::CustomToolCall(_) + | OutputItem::ToolSearchCall(_) + | OutputItem::ToolSearchOutput(_) | OutputItem::WebSearchCall(_) | OutputItem::McpCall(_) | OutputItem::Reasoning(_) diff --git a/crates/agentic-server/src/handler/http/responses.rs b/crates/agentic-server/src/handler/http/responses.rs index 02d3d648..dea7c6e5 100644 --- a/crates/agentic-server/src/handler/http/responses.rs +++ b/crates/agentic-server/src/handler/http/responses.rs @@ -46,6 +46,10 @@ fn has_gateway_tools(payload: &RequestPayload) -> bool { .is_some_and(|tools| tools.iter().any(|tool| !matches!(tool, ResponsesTool::Function(_)))) } +fn has_tool_search_promotions(payload: &RequestPayload) -> bool { + payload.has_tool_search_promotions() +} + pub async fn responses(State(state): State, req: Request) -> Response { let (parts, body) = req.into_parts(); let (bytes, payload) = match read_and_parse(body).await { @@ -53,6 +57,7 @@ pub async fn responses(State(state): State, req: Request) -> Response Err(e) => return e, }; + let has_tool_search_promotions = has_tool_search_promotions(&payload); let should_execute = payload.store || payload.previous_response_id.is_some() || payload.conversation_id.is_some() @@ -61,7 +66,8 @@ pub async fn responses(State(state): State, req: Request) -> Response .context_management .as_ref() .is_some_and(|entries| !entries.is_empty()) - || has_gateway_tools(&payload); + || has_gateway_tools(&payload) + || has_tool_search_promotions; debug!( route = if should_execute { "executor" } else { "proxy" }, store = payload.store, @@ -70,6 +76,7 @@ pub async fn responses(State(state): State, req: Request) -> Response has_conversation_id = payload.conversation_id.is_some(), has_compaction = payload.input.contains_compaction(), context_management = payload.context_management.as_ref().map_or(0, Vec::len), + has_tool_search_promotions, tools = payload.tools.as_ref().map_or(0, Vec::len), "routing HTTP responses request" ); diff --git a/crates/agentic-server/tests/compaction_test.rs b/crates/agentic-server/tests/compaction_test.rs index 22f3d8d2..7347ddec 100644 --- a/crates/agentic-server/tests/compaction_test.rs +++ b/crates/agentic-server/tests/compaction_test.rs @@ -43,6 +43,7 @@ impl ToolHandler for TestWebSearchExecutor { "required": ["query"] })), strict: Some(false), + defer_loading: None, }] } } diff --git a/crates/agentic-server/tests/responses_test.rs b/crates/agentic-server/tests/responses_test.rs index 183c4762..0dd299d4 100644 --- a/crates/agentic-server/tests/responses_test.rs +++ b/crates/agentic-server/tests/responses_test.rs @@ -449,6 +449,184 @@ async fn test_store_false_with_web_search_reaches_executor() { assert_eq!(requests[0]["tools"][0]["name"], "web_search"); } +#[tokio::test] +async fn test_store_false_tool_search_history_without_tools_reaches_executor() { + let (llm_url, requests, _h1) = spawn_mock_vllm_json_capture().await; + let (gw_url, _h2) = spawn_gateway(test_state(&test_config(&llm_url))).await; + + let resp = reqwest::Client::new() + .post(format!("{gw_url}/v1/responses")) + .json(&serde_json::json!({ + "model": "test", + "input": [ + { + "type": "tool_search_call", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "arguments": {"query": "echo"} + }, + { + "type": "tool_search_output", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "tools": [{ + "type": "function", + "name": "echo", + "defer_loading": true, + "parameters": {"type": "object"} + }] + } + ], + "store": false, + "stream": false + })) + .send() + .await + .unwrap(); + + assert_eq!(resp.status(), 200); + let body: serde_json::Value = resp.json().await.unwrap(); + assert!(body["id"].as_str().unwrap_or("").starts_with("resp_")); + + let requests = requests.lock().await; + assert_eq!(requests.len(), 1); + assert_eq!(requests[0]["input"][0]["type"], "tool_search_call"); + assert_eq!(requests[0]["input"][1]["type"], "tool_search_output"); + assert_eq!(requests[0]["tools"][0]["type"], "function"); + assert_eq!(requests[0]["tools"][0]["name"], "echo"); + assert!(requests[0]["tools"][0].get("defer_loading").is_none()); + assert!(!requests[0].to_string().contains("_agentic_item_kind")); +} + +fn tool_search_history( + execution: Option<&str>, + status: Option<&str>, + call_id: &str, + output_call_id: &str, + tools: &serde_json::Value, +) -> serde_json::Value { + let mut call = serde_json::json!({ + "type": "tool_search_call", + "call_id": call_id, + "arguments": {"query": "echo"} + }); + let mut output = serde_json::json!({ + "type": "tool_search_output", + "call_id": output_call_id, + "tools": tools + }); + for item in [&mut call, &mut output] { + if let Some(execution) = execution { + item["execution"] = serde_json::Value::String(execution.to_owned()); + } + if let Some(status) = status { + item["status"] = serde_json::Value::String(status.to_owned()); + } + } + serde_json::json!([call, output]) +} + +fn nonpromotable_tool_search_histories() -> [(&'static str, serde_json::Value); 7] { + let function = || serde_json::json!([{"type": "function", "name": "echo"}]); + [ + ( + "incomplete", + tool_search_history( + Some("client"), + Some("incomplete"), + "call_search", + "call_search", + &function(), + ), + ), + ( + "optional fields omitted", + tool_search_history(None, None, "call_search", "call_search", &function()), + ), + ( + "server execution", + tool_search_history( + Some("server"), + Some("completed"), + "call_search", + "call_search", + &function(), + ), + ), + ( + "unmatched output", + tool_search_history(Some("client"), Some("completed"), "call_one", "call_two", &function()), + ), + ( + "output only", + serde_json::json!([{ + "type": "tool_search_output", + "execution": "client", + "call_id": "call_search", + "status": "completed", + "tools": function() + }]), + ), + ( + "no loaded functions", + tool_search_history( + Some("client"), + Some("completed"), + "call_search", + "call_search", + &serde_json::json!([]), + ), + ), + ( + "ambiguous namespace members", + tool_search_history( + Some("client"), + Some("completed"), + "call_search", + "call_search", + &serde_json::json!([ + {"type": "namespace", "name": "one", "tools": function()}, + {"type": "namespace", "name": "two", "tools": function()} + ]), + ), + ), + ] +} + +#[tokio::test] +async fn test_store_false_nonpromotable_tool_search_history_stays_on_transparent_proxy() { + let (llm_url, requests, _h1) = spawn_mock_vllm_json_capture().await; + let (gw_url, _h2) = spawn_gateway(test_state(&test_config(&llm_url))).await; + let cases = nonpromotable_tool_search_histories(); + let client = reqwest::Client::new(); + let mut expected_requests = Vec::with_capacity(cases.len()); + + for (label, input) in cases { + let payload = serde_json::json!({ + "model": "test", + "input": input, + "store": false, + "stream": false + }); + let resp = client + .post(format!("{gw_url}/v1/responses")) + .json(&payload) + .send() + .await + .unwrap(); + + assert_eq!(resp.status(), 200, "{label}"); + let body: serde_json::Value = resp.json().await.unwrap(); + assert_eq!(body["id"], "mock_id", "{label} should stay on proxy path"); + expected_requests.push(payload); + } + + let requests = requests.lock().await; + assert_eq!(*requests, expected_requests, "proxy must preserve each wire payload"); +} + #[tokio::test] async fn test_gateway_normalization_preserves_parallel_tool_calls() { // Arrange diff --git a/scripts/codex-mcp-fixture-server.py b/scripts/codex-mcp-fixture-server.py index 6e4e020a..3493b305 100755 --- a/scripts/codex-mcp-fixture-server.py +++ b/scripts/codex-mcp-fixture-server.py @@ -16,11 +16,17 @@ REPO_ROOT = Path(os.environ.get("AGENTIC_FIXTURE_ROOT", Path(__file__).resolve().parents[1])).resolve() SKIP_DIRS = {".git", "target", "__pycache__", "codex_captures"} MAX_READ_BYTES = 12_000 +READ_ONLY_TOOL_ANNOTATIONS = { + "readOnlyHint": True, + "destructiveHint": False, + "openWorldHint": False, +} TOOLS = [ { "name": "run", "description": "Echo a command string for agentic-api Codex namespace round-trip validation.", + "annotations": READ_ONLY_TOOL_ANNOTATIONS, "inputSchema": { "type": "object", "properties": { @@ -33,6 +39,7 @@ { "name": "echo_text", "description": "Echo text with basic metadata. Useful for proving a simple MCP function call worked.", + "annotations": READ_ONLY_TOOL_ANNOTATIONS, "inputSchema": { "type": "object", "properties": { @@ -46,6 +53,7 @@ { "name": "add_numbers", "description": "Add a list of numbers and return the total.", + "annotations": READ_ONLY_TOOL_ANNOTATIONS, "inputSchema": { "type": "object", "properties": { @@ -62,6 +70,7 @@ { "name": "make_slug", "description": "Turn text into a lowercase URL/file-name friendly slug.", + "annotations": READ_ONLY_TOOL_ANNOTATIONS, "inputSchema": { "type": "object", "properties": { @@ -75,6 +84,7 @@ { "name": "repo_file_head", "description": "Read the first lines of a repository file, limited to the agentic-api workspace.", + "annotations": READ_ONLY_TOOL_ANNOTATIONS, "inputSchema": { "type": "object", "properties": { @@ -88,6 +98,7 @@ { "name": "search_repo", "description": "Literal text search across repository files, returning a small capped result set.", + "annotations": READ_ONLY_TOOL_ANNOTATIONS, "inputSchema": { "type": "object", "properties": {