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Awesome List
A curated list of awesome LLM frameworks, libraries and software.
GitHub stars and default-branch commits for uhub/awesome-llm.
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The agent engineering platform.
An open-source long-horizon SuperAgent harness that researches, codes, and creates. With the help of sandboxes, memories, tools, skill, subagents and message gateway, it handles different levels of tasks that could take minutes to hours.
Compress tool outputs, logs, files, and RAG chunks before they reach the LLM. 20% fewer tokens for coding agents, 60-95% fewer tokens for JSON, same answers. Library, proxy, MCP server.
The fastest, litest AI Gateway. Rust core with Python SDK. Call 100+ LLM APIs in OpenAI (or native) format with cost tracking, guardrails, load balancing, and logging [Bedrock, Azure, OpenAI, Anthropic, OpenAI, VertexAI, vLLM, Nvidia NIM]
Build AI Agents, Visually
Build resilient agents.
Langchain-Chatchat๏ผๅLangchain-ChatGLM๏ผๅบไบ Langchain ไธ ChatGLM, Qwen ไธ Llama ็ญ่ฏญ่จๆจกๅ็ RAG ไธ Agent ๅบ็จ | Langchain-Chatchat (formerly langchain-ChatGLM), local knowledge based LLM (like ChatGLM, Qwen and Llama) RAG and Agent app with langchain
๐ค Assemble, configure, and deploy autonomous AI Agents in your browser.
๐ชข Open source agent evals & observability: Trace, evaluate, and improve LLM applications with one open platform.
This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
The open source AI engineering platform for agents, LLMs, and ML models. MLflow enables teams of all sizes to debug, evaluate, monitor, and optimize production-quality AI applications while controlling costs and managing access to models and data.
50+ tutorials and implementations for Generative AI Agent techniques, from basic conversational bots to complex multi-agent systems.
๐ฅ MaxKB is an open-source platform for building enterprise-grade agents. ๅผบๅคงๆ็จ็ๅผๆบไผไธ็บงๆบ่ฝไฝๅนณๅฐใ
Debug, evaluate, and monitor your LLM applications, RAG systems, and agentic workflows with comprehensive tracing, automated evaluations, and production-ready dashboards.
Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services
Welcome to the Llama Cookbook! This is your go to guide for Building with Llama: Getting started with Inference, Fine-Tuning, RAG. We also show you how to solve end to end problems using Llama model family and using them on various provider services
Sample code and notebooks for Generative AI on Google Cloud, with Gemini Enterprise Agent Platform
Convert documents to structured data effortlessly. Unstructured is open-source ETL solution for transforming complex documents into clean, structured formats for language models. Visit our website to learn more about our enterprise grade Platform product for production grade workflows, partitioning, enrichments, chunking and embedding.
The open-source hub to build & deploy GPT/LLM Agents โก๏ธ
ๆฌ้กน็ฎๆฏไธไธช้ขๅๅฐ็ฝๅผๅ่ ็ๅคงๆจกๅๅบ็จๅผๅๆ็จ๏ผๅจ็บฟ้ ่ฏปๅฐๅ๏ผhttps://datawhalechina.github.io/llm-universe/
LangChain4j is an idiomatic, open-source Java library for building LLM-powered applications on the JVM. It offers a unified API over popular LLM providers and vector stores, and makes implementing tool calling (including MCP support), agents and RAG easy. It integrates seamlessly with enterprise Java frameworks like Quarkus and Spring Boot.
The ultimate LLM/AI application development framework in Go.
A blazing fast AI Gateway with integrated guardrails. Route to 1,600+ LLMs, 50+ AI Guardrails with 1 fast & friendly API.
[MLsys2026 Best Paper]: https://arxiv.org/abs/2506.08276. RAG on Everything with LEANN. Enjoy 97% storage savings while running a fast, accurate, and 100% private RAG application on your personal device.
Build Conversational AI in minutes โก๏ธ
๐ๅคงๆจกๅๅบ็จๅผๅๅฎๆไธ๏ผRAG ๆๆฏๅ จๆ ๆๅ๏ผๅจ็บฟ้ ่ฏปๅฐๅ๏ผhttps://datawhalechina.github.io/all-in-rag/
https://adongwanai.github.io/AgentGuide | AI Agentๅผๅๆๅ | LangGraphๅฎๆ | ้ซ็บงRAG | ่ฝฌ่กๅคงๆจกๅ | ๅคงๆจกๅ้ข่ฏ | ็ฎๆณๅทฅ็จๅธ | ้ข่ฏ้ขๅบ | ๅผบๅๅญฆไน ๏ฝๆฐๆฎๅๆ
LangChain for Go, the easiest way to write LLM-based programs in Go
LangChain ็ไธญๆๅ ฅ้จๆ็จ
Semantic cache for LLMs. Fully integrated with LangChain and llama_index.
22 prompt engineering techniques with hands-on Jupyter Notebook tutorials, from fundamental concepts to advanced strategies for leveraging LLMs.
The Enterprise-Grade Multi-Agent Orchestration Framework. Website: https://swarms.ai
Turn any webpage into structured data using LLMs
๐ง Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 ๐
Python SDK for AI agent monitoring, LLM cost tracking, benchmarking, and more. Integrates with most LLMs and agent frameworks including CrewAI, Agno, OpenAI Agents SDK, Langchain, Autogen, AG2, and CamelAI
โก๏ธnext-generation personal AI assistant powered by LLM, RAG and agent loops, supporting computer-use, browser-use and coding agent, demo: https://demo.openagentai.org
Autonomous Hacking Agent for Red Team
Autonomous Hacking Agent for Red Team
The open source platform for AI-native application development.
๐ 2026 ๆ็ณป็ป็ AI Agent ้ๆๆๅ๏ฝๆบ่ฝไฝๅฎๆๆ็จ ยท ๅฎๆดๅญฆไน ่ทฏๅพ + ๅฎๆ้กน็ฎ + ้ข่ฏ้ขๅบ ยท ๅฏนๆ ๅคงๆจกๅๅบ็จๅผๅๅทฅ็จๅธๅฒไฝ ยท ่ฆ็LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / ๆ็คบ่ฏ ยท ไผไธ็บง้จ็ฝฒไธๅพฎ่ฐ ยท ไป0ๅฐไผไธ็บง่ฝๅฐ + ไปๅญฆไน ๅฐไธ็บฟ้กน็ฎ + ้ข่ฏๅๅคไธไฝๅ
Neo4j graph construction from unstructured data using LLMs
Argilla is a collaboration tool for AI engineers and domain experts to build high-quality datasets
35 production-grade agentic AI architectures (Reflexion, LATS, GraphRAG, MemGPT, Voyager, BrowserAgent, ...) โ a Python library and runnable textbook with multi-provider LLM support and a 17-task benchmark leaderboard.
A modular Agentic RAG built with LangGraph โ learn Retrieval-Augmented Generation Agents in minutes.
Easiest and laziest way for building multi-agent LLMs applications.
A collection of scientific methods, processes, algorithms, and systems to build stories & models.
FireRed-OpenStoryline is an AI video editing agent that transforms manual editing into intention-driven directing through natural language interaction, LLM-powered planning, and precise tool orchestration. It facilitates transparent, human-in-the-loop creation with reusable Style Skills for consistent, professional storytelling.
๐ฆ ๐๐ฒ๐ฎ๐ฟ๐ป about ๐๐๐ ๐, ๐๐๐ ๐ข๐ฝ๐, and ๐๐ฒ๐ฐ๐๐ผ๐ฟ ๐๐๐ for free by designing, training, and deploying a real-time financial advisor LLM system ~ ๐ด๐ฐ๐ถ๐ณ๐ค๐ฆ ๐ค๐ฐ๐ฅ๐ฆ + ๐ท๐ช๐ฅ๐ฆ๐ฐ & ๐ณ๐ฆ๐ข๐ฅ๐ช๐ฏ๐จ ๐ฎ๐ข๐ต๐ฆ๐ณ๐ช๐ข๐ญ๐ด
ๅบไบLangChainๅChatGLM-6B็ญ็ณปๅLLM็้ๅฏนๆฌๅฐ็ฅ่ฏๅบ็่ชๅจ้ฎ็ญ
๐น๏ธ Open-source, developer-first LLMOps platform designed to streamline prompt design, version management, instant delivery, collaboration, troubleshooting, observability and more.