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LangBot
Open-source platform for building AI-powered IM bots with LLMs, tool calling, and RAG knowledge bases
open-sourceagent-frameworks
18.0k
Stars
+195
Stars/month
627
Commits (90d)
10
Releases (6m)
Star Growth
+13 (0.1%)
Overview
LangBot is an open-source platform for building AI-powered instant messaging bots that connect Large Language Models to chat platforms. It supports multi-turn dialogues, tool calling, RAG knowledge bases, and integrates with various AI services and workflow tools.
Deep Analysis
Key Differentiator
Production-ready platform supporting multiple instant messaging platforms with built-in enterprise features like access control, rate limiting, and monitoring.
⚡ Capabilities
- • Multi-turn AI conversations
- • Tool calling
- • Multi-modal support
- • Streaming output
- • Built-in RAG knowledge base
- • Access control and rate limiting
- • Sensitive word filtering
- • Comprehensive monitoring
🔗 Integrations
DiscordTelegramSlackLINEQQWeChatWeComLarkDingTalkChatGPTDeepSeekDifyn8nLangflowCozeClaudeGeminiGLMOllama
✓ Best For
- ✓ Building AI bots for multiple instant messaging platforms
- ✓ Enterprises needing production-ready bot infrastructure
- ✓ Developers wanting to connect LLMs to chat applications
✗ Not Ideal For
- ✗ End-user AI chatbots for general consumers
- ✗ Standalone AI writing or image generation apps
- ✗ Non-agentic automation tools
⚠ Known Limitations
- ⚠ Requires technical setup and deployment
- ⚠ Primarily focused on IM platforms rather than web or voice interfaces
- ⚠ Evidence doesn't specify sandbox or execution environment features
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