DeepSeek Ecosystem Tools
Not just the model itself. These excellent tools make DeepSeek models even more powerful—from WebUI to IDE plugins, from knowledge bases to Agents, everything you need in one place.
View ToolsData source: awesome-deepseek-integration community repository
30+ Essential DeepSeek Ecosystem Tools
All tools can be seamlessly integrated with DeepSeek models, mainly free and open-source, covering local deployment, web interfaces, development integration, knowledge bases, agents, API applications, RAG frameworks, IDE plugins, and other comprehensive scenarios.
Ollama — Local Deployment Engine for DeepSeek Models
Officially recommended local deployment tool for DeepSeek. 88.3M+ downloads, supports one-click download and running of the entire DeepSeek model series.
| Official Website | ollama.com |
| Open Source License | MIT License |
| Supported Platforms | Windows / macOS / Linux |
| DeepSeek Models | R1 (88.3M+ downloads), V3 (3.8M+), Coder (4.2M+) |
| Installation Command | curl -fsSL https://ollama.com/install.sh | sh |
Core Features
- One-click download and running of the entire DeepSeek model series (R1/V3/Coder)
- Automatic model quantization (Q4_K_M), small size and good performance
- REST API compatible with OpenAI API format (localhost:11434)
- Supports GPU acceleration (CUDA/Metal/ROCm)
- Integrates with 6+ development tools such as Claude Code, Codex, OpenCode
- Supports parallel running of multiple models and custom Modelfile
Open WebUI — ChatGPT-style Web UI
Provides a beautiful web interface for Ollama, supporting multi-user, conversation history, document upload, and model management. The perfect companion for local DeepSeek deployment.
| GitHub | github.com/open-webui/open-webui |
| License | MIT License |
| Deployment | Docker / Docker Compose / Manual installation |
# One-click Docker deployment of Open WebUI + Ollama
docker run -d -p 3000:8080 --add-host=host.docker.internal:host-gateway \
-v open-webui:/app/backend/data \
--name open-webui \
--restart always \
ghcr.io/open-webui/open-webui:main
Key Features
- ChatGPT-like interface with Markdown rendering and code highlighting
- Multi-user management and permission control
- RAG knowledge base: upload documents and ask questions based on content
- Model management: download/switch/delete Ollama models
- Supports voice input and TTS voice output
- Web search integration (Google/Bing/DuckDuckGo)
Dify — LLM Application Development Platform
Open-source LLM application development platform that quickly builds DeepSeek models into AI applications. Supports knowledge bases, Agent workflows, and chatbots.
| GitHub | github.com/langgenius/dify |
| License | Apache 2.0 (commercial use allowed) |
| Deployment | Docker Compose |
# One-click deployment of Dify
git clone https://github.com/langgenius/dify.git
cd dify/docker
cp .env.example .env
docker compose up -d
# Access http://localhost:3000
# In Settings → Model Provider → OpenAI-API-compatible, add DeepSeek
# API Base URL: http://localhost:11434/v1
# Model name: deepseek-r1:8b
Key Features
- Visual Prompt orchestration, drag-and-drop workflow design
- RAG knowledge base: supports PDF/Word/TXT/Markdown/web pages
- Agent: tool calling, code execution, conditional branching
- Conversation logs and analytics for continuous improvement
- API publishing: one-click publish apps as REST APIs
DeepSeek API Integration Applications
These excellent applications provide cross-platform AI experiences through the DeepSeek API—from desktop to mobile, from chat to multi-model collaboration.
ETOS LLM Studio
Native AI client for watchOS + iOS, allowing you to chat with DeepSeek directly on Apple Watch. Supports voice input and Shortcuts integration.
- Native watchOS / iOS
- Supports DeepSeek API
- Voice input + Shortcuts
- Customizable API endpoint
Chatbox
Cross-platform desktop AI client supporting Ollama and API integration. Clean interface, multi-model switching, and conversation history management.
- Open source and free
- Windows / macOS / Linux
- Supports Ollama local models
- Markdown rendering + code highlighting
LobeChat
Modern AI conversation framework supporting DeepSeek models. Beautiful interface, plugin system, TTS voice, knowledge base, and more.
- Open source free (Apache 2.0)
- Supports Ollama and API
- Plugin system + TTS voice
- One-click Docker deployment
LibreChat
Open source ChatGPT alternative supporting multiple models, multi-user, and plugin system. Can be configured with DeepSeek as backend model.
- Open source free (MIT)
- Multi-model + multi-user
- Plugin system + preset management
- Docker deployment
NextChat (ChatGPT-Next-Web)
One-click deployable cross-platform private ChatGPT application supporting DeepSeek API. Lightweight, responsive design.
- Open source free (MIT)
- Supports DeepSeek API
- One-click Vercel deployment
- Markdown + code highlighting
ChatALL
Chat with multiple AI models simultaneously; get answers from DeepSeek, ChatGPT, Claude, and more in one query for easy comparison.
- Open source free
- Supports 20+ AI models
- Simultaneous chat + batch query
- Windows / macOS / Linux
Enchanted
Native iOS / macOS Ollama client, an AI chat application designed for Apple platforms. Supports the full DeepSeek model series.
- Open source free
- Native iOS / macOS
- Supports Ollama local models
- Native SwiftUI experience
Open WebUI
ChatGPT-style web interface, providing a beautiful multi-user web interface for Ollama. See above →
- Open source free (MIT)
- Multi-user + permission control
- RAG knowledge base integration
- One-click Docker deployment
AI Agent Framework Integration
Integrate DeepSeek models into mainstream AI Agent frameworks to build autonomous agents, multi-agent collaboration systems, and workflow automation.
| Framework | Description | DeepSeek Configuration |
|---|---|---|
| Dify | LLM application development platform with visual orchestration of Agent workflows and built-in RAG knowledge base. | Settings → Model Provider → OpenAI-API-compatible → Add DeepSeek |
| LangChain | The most popular LLM application framework, providing Chain/Agent/Tool abstractions with the richest ecosystem. | ChatOpenAI(model="deepseek-chat", base_url="https://api.deepseek.com/v1") |
| CrewAI | Multi-agent collaboration framework where role-defined Agents collaborate to complete complex tasks. | Set OPENAI_API_BASE=https://api.deepseek.com/v1, OPENAI_MODEL_NAME=deepseek-chat |
| AutoGen | Microsoft's open-source multi-agent conversation framework supporting customizable, conversable agents. | config_list=[{"model":"deepseek-chat","api_key":"sk-xxx","base_url":"https://api.deepseek.com/v1"}] |
| MetaGPT | Multi-agent meta-programming framework simulating software company roles to auto-generate code/docs/PRD. | Configure LLM API address to DeepSeek API endpoint, set model name to deepseek-chat |
| Camel | Multi-agent research framework focused on exploring and experimenting with agent societies. | Set OpenAI-compatible API Base URL to DeepSeek endpoint |
Tip: Since the DeepSeek API is compatible with the OpenAI format, most Agent frameworks only require modifying the base_url and model parameters to integrate.
RAG Framework Integration
Integrate DeepSeek models into RAG (Retrieval-Augmented Generation) frameworks to build enterprise-grade knowledge base Q&A systems.
| Framework | Description | DeepSeek Configuration |
|---|---|---|
| RAGFlow | Deep document understanding RAG engine, supports complex PDF parsing, OCR, table recognition, enterprise-grade knowledge base. | Model Settings → Add OpenAI-API-compatible model → Fill in DeepSeek API address and key |
| FastGPT | Open-source knowledge base Q&A platform, supports visual orchestration, data preprocessing, API publishing. | Configure LLMModel in config.json, set apiKey and baseUrl to DeepSeek |
| Dify | LLM application platform with built-in powerful RAG engine, supports knowledge base management and retrieval.See above → | Settings → Model Provider → OpenAI-API-compatible → Add DeepSeek |
| AnythingLLM | All-in-one document Q&A tool, supports PDF/Word/web pages, simple and easy to use. Supports Ollama local models and DeepSeek API. | In settings, select DeepSeek as LLM Provider and fill in API Key |
| MaxKB | Open-source knowledge base Q&A system, supports multiple models and knowledge bases, suitable for enterprises to quickly build AI assistants. | System Settings → Model Management → Add OpenAI-compatible model → Configure DeepSeek endpoint |
Note: All the above RAG frameworks support DeepSeek models as backend LLM, and some frameworks also support integration via Ollama local deployment.
IDE and Editor Plugins — Use DeepSeek in Your Editor
Integrate DeepSeek models into your development environment for real-time code completion, chat, and code review in VS Code, JetBrains, neovim, or AI Code Editor.
VS Code Plugins
Continue.dev
Open-source AI coding assistant supporting VS Code and JetBrains. Can configure DeepSeek as backend model for code completion and chat.
- Open source and free (Apache 2.0)
- Supports Ollama local models
- Code completion + chat + editing
- Configuration: Add DeepSeek to
config.json
Cline
AI coding assistant in VS Code, supports DeepSeek via Ollama or API. Can autonomously edit files and run terminal commands.
- Open source and free
- Supports Ollama local models
- Autonomous editing and terminal operations
- Supports MCP protocol
Cody
AI coding assistant by Sourcegraph, supports DeepSeek as backend model. Auto-completion, chat, command execution.
- Open source and free
- Supports custom model endpoints
- Code understanding + auto-completion
- Configuration: Add DeepSeek API endpoint in settings
CodeGPT
AI coding assistant in VS Code, supports multiple AI providers. Can configure DeepSeek API as model backend.
- Open source and free
- Supports OpenAI-compatible API
- Multi-model switching
- Configuration: Select OpenAI Compatible Provider
JetBrains Plugins
Continue
Continue.dev also supports all JetBrains IDEs (IntelliJ IDEA, PyCharm, WebStorm, etc.).
- Supports all JetBrains IDEs
- Configure DeepSeek in config.json
- Code completion + chat + inline editing
- Supports local and cloud models
CodeGPT
AI coding assistant plugin for JetBrains platform, supports DeepSeek via OpenAI-compatible API.
- Supports all JetBrains IDEs
- OpenAI-compatible API configuration
- Multi-model support
- Configuration: Settings → CodeGPT → Add Provider
neovim Plugins
avante.nvim
AI coding assistant plugin for neovim, simulating Cursor's AI experience. Supports DeepSeek as backend model.
- Open source and free
- Supports Ollama local models
- Code suggestions + chat
- Configuration:
provider = "deepseek"
codecompanion.nvim
AI coding companion for neovim, supports chat and code generation with DeepSeek models. Lightweight and high-performance.
- Open source and free
- Supports OpenAI-compatible API
- Inline code suggestions
- Configuration: Set adapter to OpenAI-compatible + DeepSeek endpoint
AI Code Editors
Cursor
AI-native code editor, deeply customized based on VS Code. Supports configuring DeepSeek as a custom model.
- AI-native editing experience
- Supports custom API endpoints
- Configuration: Settings → Models → Add DeepSeek API
- Supports API Key and Base URL configuration
Windsurf
AI-native IDE from Codeium, featuring Cascade agent. Can configure DeepSeek as a custom model endpoint.
- AI Flow programming paradigm
- Cascade agent engine
- Configuration: Add custom model endpoint
- Supports OpenAI-compatible format
Trae
AI-native IDE from ByteDance, with built-in DeepSeek model support. Out-of-the-box AI programming experience.
- Built-in DeepSeek model
- Builder agent mode
- Free to use
- No additional configuration needed
Browser Extensions
Page Assist
Browser extension providing a sidebar WebUI for Ollama. Use DeepSeek on any webpage without switching windows.
- Open source and free
- Chrome / Firefox / Edge
- Sidebar chat
- Supports all Ollama models
Mobile and Special Scenario Tools
In addition to the mainstream tools above, the following tools are also deeply integrated with DeepSeek in specific scenarios.
Maid
AI client on iOS/macOS, supporting DeepSeek models. Native SwiftUI design for a smooth experience.
- Open source and free
- iOS / macOS
- Supports Ollama remote connection
- Native SwiftUI interface
ShellChat
Command-line AI assistant for chatting with DeepSeek directly in the terminal. Suitable for DevOps and server management scenarios.
- Open source and free
- Supports DeepSeek API
- Pipeline operations + Shell integration
- Lightweight, no dependencies
OpenAI Translator
Browser translation extension supporting DeepSeek API. Text selection translation, bilingual comparison, PDF translation.
- Open source and free
- Chrome / Firefox / Edge
- Supports custom API endpoints
- Text selection translation + full-page translation
Obsidian AI Plugins
AI plugin ecosystem in Obsidian note-taking software, supporting DeepSeek as a backend model for content generation and summarization.
- Open source plugin ecosystem
- Text Generator / Smart Connections
- Supports custom API endpoints
- Local knowledge base + AI enhancement
Recommended DeepSeek Ecosystem Tool Combinations
Choose the best tool combination based on your use case.
| Use Case | Recommended Tool Combination | Difficulty |
|---|---|---|
| Personal Daily Use | Ollama + Chatbox / Page Assist | Beginner |
| Team Shared Use | Ollama + Open WebUI | Easy |
| Enterprise AI Applications | Ollama/vLLM + Dify | Intermediate |
| Programming Development | Ollama + Continue.dev / Cursor | Easy |
| Document Knowledge Base | Ollama + AnythingLLM / RAGFlow | Easy |
| AI Agent Development | DeepSeek API + LangChain / CrewAI | Intermediate |
| Multi-Model Comparison | DeepSeek API + ChatALL / LobeChat | Beginner |
DeepSeek Model Core Knowledge
Dive into DeepSeek model technical details, master the full process of model selection, download, and deployment.
DeepSeek Model Complete Guide
Technical architecture, Benchmark performance comparison, model selection.
How to Use DeepSeek Models
Four usage methods, beginner-friendly tutorial.
DeepSeek Model Download
Download guide for Ollama, Hugging Face, GitHub.
DeepSeek Open Source Models
Complete catalog of 6 series, 20+ models.
DeepSeek Model Deployment Tutorial
Deployment solutions for Ollama, Docker, vLLM, K8s.
DeepSeek API Usage Guide
API integration, pricing, rate limits, best practices.
DeepSeek R1 Explained
Reasoning model principles, CoT chain-of-thought, use cases.
DeepSeek V3 Explained
MoE architecture, 671B parameters, performance comparison analysis.