Enterprise DNA
O Open Source Frameworks medium

LangChain

by Community

The agent engineering platform.

L

OSS

LangChain

Added 1 June 2026

#agents #ai #ai-agents #anthropic #chatgpt #deepagents #enterprise #framework

Overview

LangChain is a Python framework for building applications with large language models through composable chains, agents, and memory abstractions. It provides tools to connect LLMs to external data sources, APIs, and reasoning loops, reducing boilerplate for common patterns like retrieval-augmented generation and multi-step workflows.

Best for

Best for
Python developers building prototype or production LLM applications that need to orchestrate multiple tools and data sources

Use cases

  • Building retrieval-augmented generation (RAG) systems that query documents before generating responses
  • Creating multi-step agent workflows that reason and call external tools or APIs
  • Prototyping LLM applications with pluggable model and data source integrations

Notes

LangChain is a Python framework for building applications with large language models through composable chains, agents, and memory abstractions. It provides tools to connect LLMs to external data sources, APIs, and reasoning loops, reducing boilerplate for common patterns like retrieval-augmented generation and multi-step workflows.

138,234 stars on GitHub. Last updated 2026-06-01. Licensed MIT.

Use cases

  • Building retrieval-augmented generation (RAG) systems that query documents before generating responses
  • Creating multi-step agent workflows that reason and call external tools or APIs
  • Prototyping LLM applications with pluggable model and data source integrations

Pros

  • Large ecosystem of integrations with LLM providers, vector stores, and external tools
  • Well-established patterns for common tasks like document loading, chunking, and memory management
  • Active community with extensive documentation and examples

Cons

  • Steep learning curve for complex agent design and debugging chains in production
  • Frequent API changes and deprecations across versions can break existing code
  • Abstraction layers can obscure underlying LLM behavior and increase latency

Indexed from awesome-llm and enriched against its public facts.

Pros

  • Large ecosystem of integrations with LLM providers, vector stores, and external tools
  • Well-established patterns for common tasks like document loading, chunking, and memory management
  • Active community with extensive documentation and examples

Cons

  • Steep learning curve for complex agent design and debugging chains in production
  • Frequent API changes and deprecations across versions can break existing code
  • Abstraction layers can obscure underlying LLM behavior and increase latency

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Power CLI and Workflow manager for LLMs (core package)

★ 3,720 updated 2mo ago
O OSS Obs medium

Chroma

Community

Search infrastructure for AI

★ 28,173 updated 1mo ago
O OSS Framework medium

Cohere Summarize Beta

Community

Cohere's text summarization endpoint, Summarize Beta, uses generative AI and offers concise and accurate text summaries.

O OSS Orchestration medium

Concepts

Community

Home - Docs by LangChain

O OSS Obs medium

Contexto

Community

Context Engine for your long-running AI agents

★ 628 updated 1mo ago
O OSS Obs medium

Cordum

Community

The open agent control plane. Govern autonomous AI agents with pre-execution policy enforcement, approval gates, and audit trails. Works with LangChain, CrewAI, MCP, and any framew

★ 484 updated 1mo ago
O OSS Framework medium

CrewAI

CrewAI

Role-based multi-agent framework. Define crews of agents with roles, goals, and tasks, run them as a team.

O OSS Orchestration medium

datasetGPT

Community

A command-line interface to generate textual and conversational datasets with LLMs.

★ 298 updated 2y ago
O OSS Obs medium

deeplake

Community

Deeplake is AI Data Runtime for Agents. It provides serverless postgres with a multimodal datalake, enabling scalable retrieval and training.

★ 9,150 updated 1mo ago
O OSS Framework medium

Embedchain

Community

Universal memory layer for AI Agents

★ 57,321 updated 1mo ago
O OSS Framework medium

Evidently

Community

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

★ 7,561 updated 2mo ago
O OSS Framework medium

FastChat

Community

An open platform for training, serving, and evaluating large language models. Release repo for Vicuna and Chatbot Arena.

★ 39,479 updated 2mo ago
O OSS Obs medium

Fiddler AI

Community

Fiddler Auditor is a tool to evaluate language models.

★ 191 updated 2y ago
O OSS Obs medium

Future AGI

Community

Production-grade AI evaluation, prompt management & observability SDK. Automated evaluations with sub-100ms guardrails. No human-in-the-loop required. Python + TypeScript.

★ 50 updated 1mo ago
O OSS Framework medium

Google "We Have No Moat, And Neither Does OpenAI"

Community

Leaked Internal Google Document Claims Open Source AI Will Outcompete Google and OpenAI

O OSS Orchestration medium

GPTCache

Community

Semantic cache for LLMs. Fully integrated with LangChain and llamaindex.

★ 8,048 updated 1y ago
O OSS Orchestration medium

Gradio Template

Community

template for how to deploy a LangChain on Gradio ![GitHub Repo stars](https://img.shields.io/github/stars/hwchase17/langchain-gradio-template?style=social)

★ 137 updated 3y ago
O OSS Framework medium

Guardrails.ai

Community

Learn about Guardrails AI and how it helps build reliable AI applications

O OSS Obs medium

Helicone

Community

🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 🍓

★ 5,766 updated 1mo ago
O OSS Obs medium

Humanloop

Community

Humanloop is joining Anthropic to accelerate the adoption of AI, safely.

O OSS Framework medium

Improving language models by retrieving from trillions of tokens

Community

Publications — Google DeepMind

O OSS Framework medium

IBM data-prep-kit

Community

Open source project for data preparation for GenAI applications

★ 934 updated 2mo ago
O OSS Framework medium

Infinity

Community

Infinity is a high-throughput, low-latency serving engine for text-embeddings, reranking models, clip, clap and colpali

★ 2,817 updated 3mo ago
O OSS Orchestration low

Inngest

Inngest

Durable workflows for agents. Step functions, event-driven runs, retries, all without managing a queue.

O OSS Framework one click

Instructor

Jason Liu (community)

Structured output for LLMs via Pydantic. The cleanest answer to 'just give me a typed object back'.

O OSS Framework medium

InternLM2-1.8|7|20B

Community

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

O OSS Obs medium

Izlo

Community

Izlo provides prompting tools for teams unleash efficiency and unlock the prompts trapped in your code, documents, and spreadsheets.

O OSS Obs medium

Keywords AI

Community

Unify observability, evals, prompt optimization, and your LLM gateway in one platform.

O OSS Framework medium

Kimi-K2

Community

Kimi K2 is the large language model series developed by Moonshot AI team

★ 10,819 updated 5mo ago
O OSS Obs medium

Kitaru

Community

Open-source platform layer for AI agents in production

★ 180 updated 1mo ago
O OSS Obs medium

Laminar

Community

Laminar - open-source observability platform purpose-built for AI agents. YC S24.

★ 2,965 updated 1mo ago
O OSS Orchestration medium

LangChain Chinese Getting Started Guide

Community

LangChain 的中文入门教程

★ 9,015 updated 2mo ago
O OSS Orchestration medium

LangFair

Community

LangFair is a Python library for conducting use-case level LLM bias and fairness assessments

★ 258 updated 6mo ago
O OSS Obs low

Langfuse

Langfuse

Open-source LLM observability. Traces, evals, prompt management, all self-hostable.

O OSS Obs medium

LangKit

Community

🔍 LangKit: An open-source toolkit for monitoring Large Language Models (LLMs). 📚 Extracts signals from prompts & responses, ensuring safety & security. 🛡️ Features include text

★ 990 updated 1y ago
O OSS Orchestration medium

LangServe

Community

LangServe 🦜️🏓

★ 2,330 updated 2mo ago
O OSS Framework medium

LangSmith

Community

Complete AI agent and LLM observability platform with tracing and real-time monitoring. Debug agents, find failures fast, and track costs and latency.

O OSS Orchestration medium

LangStream

Community

LangStream. Event-Driven Developer Platform for Building and Running LLM AI Apps. Powered by Kubernetes and Kafka.

★ 430 updated 2y ago
O OSS Framework medium

Language models are few-shot learners

Community

2020-05

O OSS Framework medium

LangWatch

Community

The platform for LLM evaluations and AI agent testing

★ 3,275 updated 1mo ago
O OSS Orchestration medium

LlamaHub

Community

A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain

★ 3,475 updated 2y ago
O OSS Framework medium

llm-ui

Community

The React library for LLMs

★ 1,741 updated 1y ago
O OSS Obs medium

Lunary

Community

Observability and prompt management for LLM chabots and agents. Debug agents with powerful tracing and logging. Usage analytics and dive deep into the history of your requests. Dev

O OSS Obs medium

Maxim AI

Community

At Maxim AI, we are building the production infrastructure for AI. Maxim’s stack comprising gateway and governance, observability, and evals empowers AI teams to ship agents with

O OSS Memory low

mem0

mem0

Memory layer for AI apps. Personalisation, continuity, and recall as a service.

O OSS Framework medium

MemFree

Community

MemFree - Hybrid AI Search Engine & AI Page Generator

★ 1,498 updated 11mo ago
O OSS Obs medium

Milvus

Community

Milvus is a high-performance, cloud-native vector database built for scalable vector ANN search

★ 44,579 updated 1mo ago
O OSS Framework medium

Mixtral-8x7B

Community

The most powerful AI platform for enterprises. Customize, fine-tune, and deploy AI assistants, autonomous agents, and multimodal AI with open models.

O OSS Framework medium

MLflow

Community

MLflow - Open Source AI Platform for Agents, LLMs & Models

O OSS Framework medium

Nemotron-4-340B

Community

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

O OSS Framework medium

OneKE

Community

About OneKEOneKE is a new v...

O OSS Framework medium

OpenAI o3-mini

Community

Pushing the frontier of cost-effective reasoning.

O OSS Obs medium

OpenLIT

Community

Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. 🚀💻 Integrates with

★ 2,487 updated 1mo ago
O OSS Framework medium

OpenLLM

Community

Run any open-source LLMs, such as DeepSeek and Llama, as OpenAI compatible API endpoint in the cloud.

★ 12,346 updated 1mo ago
O OSS Framework medium

Opik

Community

Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.

★ 19,417 updated 1mo ago
O OSS Obs medium

Parea AI

Community

The experimentation and human annotation platform for AI teams.

O OSS Obs medium

Pezzo 🕹️

Community

🕹️ Open-source, developer-first LLMOps platform designed to streamline prompt design, version management, instant delivery, collaboration, troubleshooting, observability and more.

★ 3,239 updated 3mo ago
O OSS Obs medium

Pinecone

Community

Search through billions of items for similar matches to any object, in milliseconds. It’s the next generation of search, an API call away.

O OSS Obs medium

Portkey

Community

Democratize and productionize Gen AI across your entire org with Portkey

O OSS Framework medium

promptfoo

Community

Test your prompts, agents, and RAGs. Red teaming/pentesting/vulnerability scanning for AI. Compare performance of GPT, Claude, Gemini, DeepSeek, and more. Simple declarative config

★ 21,784 updated 1mo ago
O OSS Obs medium

PromptLayer 🍰

Community

Version, test, and monitor every prompt and agent with robust evals, tracing, and regression sets. Empower domain experts to collaborate in the visual editor.

O OSS Orchestration medium

PromptSource

Community

Toolkit for creating, sharing and using natural language prompts.

★ 3,021 updated 2y ago
O OSS Obs medium

Puzzlet AI

Community

Redirecting...

O OSS Obs medium

Qdrant

Community

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/

★ 31,735 updated 1mo ago
O OSS Obs medium

QWED

Community

AISecOps (AI Security Operations) framework for deterministic verification of AI systems. QWED verifies LLM outputs using math, logic, and symbolic execution — creating an auditabl

★ 57 updated 1mo ago
O OSS Framework medium

Qwen2-0.5B|1.5B|7B|57B-A14B-MoE|72B

Community

GITHUB HUGGING FACE MODELSCOPE DEMO DISCORD Introduction After months of efforts, we are pleased to announce the evolution from Qwen1.5 to Qwen2. This time, we bring to you: Pret

O OSS Obs medium

RagTune

Community

EXPLAIN ANALYZE for RAG retrieval — inspect, debug, benchmark, and tune your retrieval layer

★ 12 updated 3mo ago
O OSS Obs medium

semantic-coverage

Community

Automated detection of knowledge gaps and blind spots in RAG vector stores.

★ 12 updated 6mo ago
O OSS Framework medium

Semantic Kernel

Microsoft

Microsoft's enterprise-flavoured framework for AI agents. .NET-first, with Python and Java siblings.

O OSS Framework medium

SGLang

Community

SGLang is a high-performance serving framework for large language models and multimodal models.

★ 28,885 updated 1mo ago
O OSS Framework medium

StableLM-v2-12B

Community

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

O OSS Orchestration high

Temporal

Temporal

Durable execution at enterprise scale. The control plane that survives anything.

O OSS Framework medium

TensorZero

Community

TensorZero builds open-source tools for production-grade LLM applications: LLM gateway, observability, optimization, evaluations, and experimentation.

O OSS Framework medium

Text-Embeddings-Inference

Community

A blazing fast inference solution for text embeddings models

★ 4,829 updated 1mo ago
O OSS Obs medium

text-generation-inference

Community

Large Language Model Text Generation Inference

★ 10,857 updated 3mo ago
O OSS Orchestration medium

traceAI

Community

Open Source AI Tracing Framework built on Opentelemetry for AI Applications and Frameworks

★ 190 updated 1mo ago
O OSS Framework medium

VisualWebArena

Community

Project webpage for the VisualWebArena paper.

O OSS Framework medium

vLLM

Community

A high-throughput and memory-efficient inference and serving engine for LLMs

★ 81,619 updated 1mo ago
O OSS Framework medium

wechat-chatgpt

Community

Use ChatGPT On Wechat via wechaty

★ 13,240 updated 2y ago
O OSS Framework medium

Weights & Biases

Community

W&B Weave helps developers evaluate, monitor, and iterate continuously to deliver generative AI applications with confidence.

O OSS Framework medium

Yi-34B

Community

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

O OSS Obs medium

Zeno

Community

AI Data Management & Evaluation Platform

★ 214 updated 2y ago
P Apps Productivity low

Cleanlab

Various

Check every AI response in real time with guardrails. Cleanlab detects hallucinations, missing context, and other issues by scoring each output for trust and accuracy.

P Apps Productivity low

Cohere

Various

Cohere builds powerful models and AI solutions enabling enterprises to automate processes, empower employees, and turn fragmented data into actionable insights.

P Apps Productivity low

Gemini

Various

A family of multimodal large language model developed by Google Deepmind.

P Apps Productivity low

Helicone AI

Various

AI Gateway & LLM Observability

P Apps Productivity low

QuillBot

Various

Write effortlessly and efficiently with Quillbot's suite of AI tools. Paraphrase, check grammar, analyze tone, improve fluency, and more. Start doing your best work.

P Apps Productivity low

Together AI

Various

Build what's next on the AI Native Cloud. Full-stack AI platform for inference, fine-tuning, and GPU clusters — powered by cutting-edge research.

Alternatives29entries
O OSS Framework medium

AdalFlow

Community

AdalFlow: The library to build & auto-optimize LLM applications.

★ 4,157 updated 1mo ago
O OSS Orchestration medium

AI.JSX

Community

The AI Application Framework for Javascript

★ 1,130 updated 1y ago
O OSS Framework medium

AutoGen

Microsoft

Microsoft's framework for multi-agent conversations. Agents that talk to each other to solve hard problems.

O OSS Framework medium

Command R-35B

Community

We’re on a journey to advance and democratize artificial intelligence through open source and open science.

O OSS Framework medium

Dify

Community

Production-ready platform for agentic workflow development.

★ 143,435 updated 1mo ago
O OSS Framework high

DSPy

Stanford NLP

Programming, not prompting. Declare what you want, compile prompts and weights against an objective.

O OSS Framework medium

Epsilla

Community

An all-in-one LLM Agent platform with your private data and knowledge, delivers your production-ready AI Agents on Day 1.

O OSS Framework medium

Haystack

Community

Create agentic, context engineered AI systems using Haystack’s modular and customizable building blocks, built for real-world, production-ready applications.

O OSS Obs medium

Intelli

Community

Build multi-model chatbots and agents from intent.

★ 55 updated 2mo ago
O OSS Framework medium

Just-Chat

Community

Make your LLM agent and chat with it simple and fast!

★ 71 updated 7mo ago
O OSS Framework medium

Langroid

Community

Harness LLMs with Multi-Agent Programming

★ 4,027 updated 1mo ago
O OSS Framework medium

LazyLLM

Community

Easiest and laziest way for building multi-agent LLMs applications.

★ 3,839 updated 1mo ago
O OSS Framework medium

LiteChain

Community

Build robust LLM applications with true composability 🔗

★ 421 updated 2y ago
O OSS Orchestration medium

LLFn

Community

A light-weight framework for creating applications using LLMs

★ 96 updated 2y ago
O OSS RAG medium

LlamaIndex

LlamaIndex

The data framework for LLM apps. RAG, ingestion, structured extraction, agents over your data.

O OSS Orchestration medium

llm-chain

Community

llm-chain is a powerful rust crate for building chains in large language models allowing you to summarise text and complete complex tasks

★ 1,600 updated 1y ago
O OSS Orchestration medium

Llmware

Community

Unified framework for building enterprise RAG pipelines with small, specialized models

★ 14,848 updated 2mo ago
O OSS Framework medium

magentic

Community

Seamlessly integrate LLMs as Python functions

★ 2,412 updated 4mo ago
O OSS Framework low

Mastra

Mastra

TypeScript-first agent framework. Workflows, agents, tools, memory, evals, in one consistent shape.

O OSS Orchestration medium

MiniChain

Community

A tiny library for coding with large language models.

★ 1,233 updated 2y ago
O OSS Framework medium

ModelFusion

Community

The TypeScript library for building AI applications.

★ 1,320 updated 1y ago
O OSS Framework medium

OpenAGI

Community

OpenAGI: When LLM Meets Domain Experts

★ 2,264 updated 1y ago
O OSS Orchestration medium

Rigging

Community

Lightweight LLM Interaction Framework

★ 411 updated 2mo ago
O OSS Framework medium

Scale Spellbook

Community

Accelerate and scale Generative AI across your enterprise with the platform to transform your data into customized enterprise-ready Generative AI applications.

O OSS Framework medium

Semantic Kernel

Microsoft

Microsoft's enterprise-flavoured framework for AI agents. .NET-first, with Python and Java siblings.

O OSS Orchestration medium

SimpleAIChat

Community

Python package for easily interfacing with chat apps, with robust features and minimal code complexity.

★ 3,503 updated 2y ago
O OSS Orchestration medium

TypeChat

Community

TypeChat is a library that makes it easy to build natural language interfaces using types.

★ 8,658 updated 1mo ago
O OSS SDK one click

Vercel AI SDK

Vercel

The de facto TypeScript SDK for AI apps. Streaming, tools, multi-model, and now an agent loop.

O OSS Framework medium

Wordware

Community

Building the future of work, with Sauna

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