内容摘录
🦜🔗 Awesome LangChain Awesome !GitHub Repo stars
Curated list of tools and projects using LangChain.
LangChain is an amazing framework to get LLM projects done in a matter of no time, and the ecosystem is growing fast.
Here is an attempt to keep track of the initiatives around LangChain.
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Table of Contents
🦜🔗 Awesome LangChain
Table of Contents
LangChain Framework
Ports to other languages
Tools
Low-code
Services
Agents
Templates
Platforms
Open Source Projects
Knowledge Management
Other / Chatbots
Learn
Notebooks
Videos Playlists
Other LLM Frameworks
Complement to this list
Unmaintained
LangChain Framework
LangChain: the original 🐍 !GitHub Repo stars
LangChain.js: the js brother ✨ !GitHub Repo stars
Concepts: Langchain concepts doc
Twitter account: follow to get fresh updates
Youtube Channel
Langchain Blog: The Official Langchain blog
LangServe: LangServe helps developers deploy LangChain runnables and chains as a REST API. !GitHub Repo stars
Ports to other languages
List of non-official ports of LangChain to other languages.
Langchain Go: Golang Langchain !GitHub Repo stars
LangchainRb: Ruby Langchain !GitHub Repo stars
LangChain4j: LangChain for Java !GitHub Repo stars
LangChainDart: Build powerful LLM-based Dart/Flutter applications. !GitHub Repo stars
Langchain-hs: Haskell implementation of Haskell. !GitHub Repo stars
Langchain: Elixir implementation of a LangChain !GitHub Repo stars
Langchain-rust: LangChain for Rust !GitHub Repo stars
Tools
Low-code
Flowise: Drag & drop UI to build your customized LLM flow using LangchainJS !GitHub Repo stars
Langflow: LangFlow is a UI for LangChain !GitHub Repo stars
Flock: Flock is a workflow-based low-code platform for rapidly building chatbots, RAG, and coordinating multi-agent teams!GitHub Repo stars
Services
GPTCache: A Library for Creating Semantic Cache for LLM Queries !GitHub Repo stars
Gorilla: An API store for LLMs !GitHub Repo stars
LlamaHub: a library of data loaders for LLMs made by the community !GitHub Repo stars
Auto-evaluator: a lightweight evaluation tool for question-answering using Langchain !GitHub Repo stars
Langchain visualizer: visualization and debugging tool for LangChain workflows !GitHub Repo stars
LLM Strategy: implementing the Strategy Pattern using LLMs !GitHub Repo stars
datasetGPT: A command-line interface to generate textual and conversational datasets with LLMs. !GitHub Repo stars
Auto Evaluator: Langchain auto evaluator !GitHub Repo stars
Jina: Langchain Apps on Production with Jina !GitHub Repo stars
Dify: One API for plugins and datasets, one interface for prompt engineering and visual operation, all for creating powerful AI applications. !GitHub Repo stars
Chainlit: Build Python LLM apps in minutes ⚡️ !GitHub Repo stars
Langchain Decorators: a layer on the top of LangChain that provides syntactic sugar 🍭 for writing custom langchain prompts and chains !GitHub Repo stars
AilingBot: Quickly integrate applications built on Langchain into IM such as Slack, WeChat Work, Feishu, DingTalk.
Llama2 Embedding Server: Llama2 Embeddings FastAPI Service using LangChain !GitHub Repo stars
ChatAbstractions: LangChain chat model abstractions for dynamic failover, load balancing, chaos engineering, and more! !GitHub Repo stars
MindSQL - A python package for Txt-to-SQL with self hosting functionalities and RESTful APIs compatible with proprietary as well as open source LLM.!GitHub Repo stars
Llama-github: Llama-github is a python library which built with Langchain framework that helps you retrieve the most relevant code snippets, issues, and repository information from GitHub !GitHub Repo stars
CopilotKit: A framework for building custom AI Copilots 🤖 in-app AI chatbots, in-app AI Agents, & AI-powered Textareas !GitHub Repo stars
LangFair: LangFair is a Python library for conducting use-case-specific LLM bias and fairness assessments !GitHub Repo stars
LangWatch: An Open Source tool for observing, evaluating and optimising your llm apps and prompts, which supports LangChain out of the box! !GitHub Repo stars
Agentic Radar - Open-source CLI security scanner for agentic workflows. Scans your workflow’s source code, detects vulnerabilities, and generates an interactive visualization along with a detailed security report. !GitHub Repo stars
UQLM: UQLM: Uncertainty Quantification for Language Models, is a Python library for LLM hallucination detection using state-of-the-art uncertainty quantification techniques !GitHub Repo stars
promptfoo: Test and evaluate LLM applications built with LangChain. Compare prompts, models, and RAG pipelines. Red team with multi-turn attacks and catch security vulnerabilities in CI/CD. !GitHub Repo stars
far-search-tool: LangChain tool for semantic search over Federal Acquisition Regulations (FAR). Enables AI agents to query U.S. government contracting rules and compliance requirements. !GitHub Repo stars
Tenuo: Capability-based authorization for AI agents. Task-scoped tokens with offline verification, proof-of-possession binding, and native LangChain/LangGraph integration. !GitHub Repo stars
Veritensor - Native security wrappers for LangChain DocumentLoaders to block prompt injections, stealth attacks, and PII leaks during RAG data ingestion. !GitHub Repo stars
Agents
Private GPT: Interact privately with your documents using the power of GPT, 100% privately, no data leaks !GitHub Repo stars
CollosalAI Chat: implement LLM with RLHF, powered by the Colossal-AI project !GitHub Repo stars
CrewAI: Cutting-edge framework for orchestrating role-playing, autonomous AI agents. !GitHub Repo stars
AgentGPT: AI Agents with Langchain & OpenAI (Vercel / Nextjs) !GitHub …