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DeepSeek-R1 is a high-performance AI inference model focused on mathematical, coding, and natural language reasoning tasks. By deploying the distilled lightweight version of DeepSeek-R1 via Ollama on a cloud server, you can quickly create your personal AI assistant.
Dify is an open-source large language model (LLM) application development platform.
Project Architecture
This solution helps you quickly deploy a private DeepSeek Dify Community Edition application development platform.
Core Features:
Applicable scenarios include:
- Natural Language Processing (NLP): Capable of understanding and generating natural language text, suitable for dialogue, translation, summarization, and other tasks.
- Text Generation: Able to produce coherent and logically clear text, ideal for content creation, story writing, etc.
- Q&A Systems: Can answer user queries, suitable for customer service, knowledge base searches, and similar scenarios.
- Sentiment Analysis: Capable of analyzing emotional tendencies in text, useful for market research, public opinion monitoring, etc.
- Text Classification: Can categorize text, applicable for spam filtering, news classification, etc.
- Information Extraction: Able to extract key information from text, suitable for data mining, knowledge graph construction, etc.
This project provides an open-source image product DeepSeek_Dify Community Edition Platform, pre-installed with DeepSeek-R1's inference environment, Dify Community Edition, and related runtime environments, along with deployment templates. Follow the user guide for an efficient "out-of-the-box" experience.
System Requirements:
- CPU: 8 vCPUs or higher
- RAM: 16GB or more
- Disk: At least 40GB
Register a Huawei account and activate Huawei Cloud
| Image Specification | Feature Description | Remarks |
|---|---|---|
| DeepSeek7B-Dify1.4.1-Ubuntu-Kunpeng-v1.0 | Deployed on Kunpeng Cloud Server + Ubuntu 24.04 64bit | |
| DeepSeek7B-Dify1.4.1-HCE-Kunpeng-v1.0 | Deployed on Kunpeng Cloud Server + Huawei Cloud EulerOS 2.0 64bit |
- For more issues, contact us via GitHub Issues or Huawei Cloud Marketplace support for the specified product.
- Other open-source images can be found at open-source-image-repos.
- Fork this repository and submit a pull request.
- Synchronize updates to README.md based on your open-source image information.