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opik๐Ÿ“2.0.6๐ŸŒณ Matureโญ18,767

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

restai๐Ÿ“v6.1.45๐ŸŒฟ Growingโญ483

RESTai is an AIaaS (AI as a Service) open-source platform. Supports many public and local LLM suported by Ollama/vLLM/etc. Precise embeddings usage, tuning, analytics etc. Built-in image/audio generat

litellm๐Ÿ“v1.83.7-stable๐ŸŒณ Matureโญ42,951

Python SDK, Proxy Server (AI Gateway) to call 100+ LLM APIs in OpenAI (or native) format, with cost tracking, guardrails, loadbalancing and logging. [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropi

langchain๐Ÿ“langchain-core==1.3.0๐ŸŒณ Matureโญ133,178

The agent engineering platform

headroom๐Ÿ“v0.8.0๐ŸŒฟ Growingโญ1,239

The Context Optimization Layer for LLM Applications

openlit๐Ÿ“openlit-1.18.1๐ŸŒฟ Growingโญ2,358

Open source platform for AI Engineering: OpenTelemetry-native LLM Observability, GPU Monitoring, Guardrails, Evaluations, Prompt Management, Vault, Playground. ๐Ÿš€๐Ÿ’ป Integrates with 50+ LLM Providers,

PraisonAI๐Ÿ“v4.6.25๐ŸŒณ Matureโญ6,900

PraisonAI ๐Ÿฆž โ€” Hire a 24/7 AI Workforce. Stop writing boilerplate and start shipping autonomous agents that research, plan, code, and execute tasks. Deployed in 5 lines of code with built-in memory, R

cyllama๐Ÿ“0.2.11๐ŸŒฑ Seedlingโญ22

A thin cython wrapper around llama.cpp, whisper.cpp and stable-diffusion.cpp

pydantic-ai๐Ÿ“v1.84.1๐ŸŒณ Matureโญ16,274

AI Agent Framework, the Pydantic way

langgraph๐Ÿ“1.1.8๐ŸŒณ Matureโญ28,734

Build resilient language agents as graphs.

RAPTOR๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ13

RAPTOR (Robust AI-Powered Toolkit for Operational Robots) is an AI-native Content Insight Engine that transforms passive media storage into an intelligent knowledge platform through automated analysis

LLM-Agents-Ecosystem-Handbook๐Ÿ“0.0.0๐ŸŒณ Matureโญ508

One-stop handbook for building, deploying, and understanding LLM agents with 60+ skeletons, tutorials, ecosystem guides, and evaluation tools.

openshell-deepagent๐Ÿ“0.0.0๐ŸŒฟ Growingโญ111

A general-purpose coding agent that runs inside an NVIDIA OpenShell sandbox, orchestrated by Deep Agents and powered by NVIDIA Nemotron. The agent writes and executes code in an isolated, policy-gover

PocketFlow๐Ÿ“v0.0.0๐Ÿ›๏ธ Flagshipโญ10,385

Pocket Flow: 100-line LLM framework. Let Agents build Agents!

openinference๐Ÿ“python-openinference-instrumentation-google-genai-v0.1.15๐ŸŒฟ Growingโญ913

OpenTelemetry Instrumentation for AI Observability

SmolVM๐Ÿ“v0.0.10๐ŸŒฟ Growingโญ233

Open-source sandboxes for code execution, browser use, and AI agents.

cognita๐Ÿ“0.0.0๐ŸŒณ Matureโญ4,419

RAG (Retrieval Augmented Generation) Framework for building modular, open source applications for production by TrueFoundry

MODULAR-RAG-MCP-SERVER๐Ÿ“0.0.0๐ŸŒณ Matureโญ783

A modular RAG (Retrieval-Augmented Generation) system with MCP Server architecture. Using Skill to make AI follow each step of the spec and complete the code 100% by AI.

ai-agents-from-zero๐Ÿ“main@2026-04-20๐ŸŒฟ Growingโญ264

๐Ÿš€ 2026 ๆœ€็ณป็ปŸ็š„ AI Agent ้€ŸๆˆๆŒ‡ๅ—๏ฝœๆ™บ่ƒฝไฝ“ๅฎžๆˆ˜ๆ•™็จ‹ ยท ๅฎŒๆ•ดๅญฆไน ่ทฏๅพ„ + ๅฎžๆˆ˜้กน็›ฎ + ้ข่ฏ•้ข˜ๅบ“ ยท ๅฏนๆ ‡ๅคงๆจกๅž‹ๅบ”็”จๅผ€ๅ‘ๅทฅ็จ‹ๅธˆๅฒ—ไฝ ยท ่ฆ†็›–LangChain / LangGraph / Coze / Dify / MCP / skills / LLM / RAG / ๆ็คบ่ฏ ยท ไผไธš็บง้ƒจ็ฝฒไธŽๅพฎ่ฐƒ ยท ไปŽ0ๅˆฐไผไธš็บง่ฝๅœฐ + ไปŽๅญฆไน ๅˆฐไธŠ็บฟ้กน็›ฎ + ้ข่ฏ•ๅ‡†ๅค‡ไธ€ไฝ“ๅŒ–

SurfSense๐Ÿ“v0.0.16๐ŸŒฟ Growingโญ13,702

An open source, privacy focused alternative to NotebookLM for teams with no data limit's. Join our Discord: https://discord.gg/ejRNvftDp9

Memori๐Ÿ“v3.3.0๐ŸŒฟ Growingโญ13,290

Memori is agent-native memory infrastructure. A SQL-native, LLM-agnostic layer that turns agent execution and conversation into structured, persistent state for production systems.

AI Agent Development Platform - Supports multiple models (OpenAI/DeepSeek/Wenxin/Tongyi), knowledge base management, workflow automation, and enterprise-grade security. Built with Flask + Vue3 + LangC

Multi-Agent-AI-Travel-Advisor๐Ÿ“main@2026-04-12๐ŸŒฑ Seedlingโญ42

AI travel planner with 7 specialized agents, RAG, and tool-calling. Built with CrewAI & LangChain. Generates personalized itineraries with flights, hotels, activities, and cultural tips. Production-re

MemMachine๐Ÿ“v0.3.5๐ŸŒฟ Growingโญ4,101

Universal memory layer for AI Agents. It provides scalable, extensible, and interoperable memory storage and retrieval to streamline AI agent state management for next-generation autonomous systems.

arthur-engine๐Ÿ“2.1.529๐ŸŒฟ Growingโญ75

Make AI work for Everyone - Monitoring and governing for your AI/ML

RIGEL๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ26

A Multi-Agentic AI Assistant/Builder

deer-flow๐Ÿ“main@2026-04-21๐ŸŒฟ Growingโญ60,446

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 ta

llama_index๐Ÿ“v0.14.21๐ŸŒฟ Growingโญ48,501

LlamaIndex is the leading document agent and OCR platform

medusa๐Ÿ“v2026.5.5๐ŸŒฟ Growingโญ252

AI-first security scanner with 76 analyzers, 9,600+ detection rules, and repo poisoning detection for AI/ML, LLM agents, and MCP servers. Scan any GitHub repo with: medusa scan --git user/repo

crewAI๐Ÿ“1.14.2๐ŸŒฟ Growingโญ48,611

Framework for orchestrating role-playing, autonomous AI agents. By fostering collaborative intelligence, CrewAI empowers agents to work together seamlessly, tackling complex tasks.

ollamafreeapi๐Ÿ“main@2026-04-15๐ŸŒฟ Growingโญ144

OllamaFreeAPI: Free Distributed API for Ollama LLMs Public gateway to our managed Ollama servers with: - Zero-configuration access to 50+ models - Auto load-balanced across global nodes - Free tier w

monocle๐Ÿ“v0.7.8๐ŸŒฟ Growingโญ72

Monocle is a framework for tracing GenAI app code. This repo contains implementation of Monocle for GenAI apps written in Python.

mlflow๐Ÿ“v3.11.1๐ŸŒฑ Seedlingโญ25,285

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 controllin

mengram๐Ÿ“v2.23.0๐ŸŒฑ Seedlingโญ153

Human-like memory for AI agents โ€” semantic, episodic & procedural. Experience-driven procedures that learn from failures. Free API, Python & JS SDKs, LangChain, CrewAI & OpenClaw integrations.

rag-chatbot๐Ÿ“main@2026-04-14๐ŸŒฟ Growingโญ402

RAG (Retrieval-augmented generation) ChatBot that provides answers based on contextual information extracted from a collection of Markdown files.

ai-real-estate-assistant๐Ÿ“dev@2026-04-13๐ŸŒฟ Growingโญ159

Advanced AI Real Estate Assistant using RAG, LLMs, and Python. Features market analysis, property valuation, and intelligent search.

EvoScientist๐Ÿ“v0.0.7๐ŸŒฟ Growingโญ2,731

๐Ÿ”ฌ Harness Vibe Research with Self-evolving AI Scientists

WHartTest๐Ÿ“v2.2.0๐ŸŒฑ Seedlingโญ782

WHartTest ๆ˜ฏๅŸบไบŽ Django REST Framework ไธŽ็Žฐไปฃๅคงๆจกๅž‹ๆŠ€ๆœฏๆ‰“้€ ็š„ AI ้ฉฑๅŠจๆต‹่ฏ•่‡ชๅŠจๅŒ–ๅนณๅฐใ€‚ๅนณๅฐ่šๅˆ่‡ช็„ถ่ฏญ่จ€็†่งฃใ€็Ÿฅ่ฏ†ๅบ“ๆฃ€็ดขไธŽๅตŒๅ…ฅๆœ็ดข่ƒฝๅŠ›๏ผŒ็ป“ๅˆ LangChain ไธŽ MCP๏ผˆModel Context Protocol๏ผ‰ ๅทฅๅ…ท่ฐƒ็”จ๏ผŒๅฎž็ŽฐไปŽ้œ€ๆฑ‚ๅˆฐๅฏๆ‰ง่กŒๆต‹่ฏ•็”จไพ‹็š„่‡ชๅŠจๅŒ–็”ŸๆˆไธŽ็ฎก็†๏ผŒๅธฎๅŠฉๆต‹่ฏ•ๅ›ข้˜Ÿๆๅ‡ๆ•ˆ็އไธŽ่ฆ†็›–็އใ€‚

rag-agent๐Ÿ“master@2026-04-21๐ŸŒฑ Seedlingโญ7

Python LLM-RAG deep agent using LangChain, LangGraph and LangSmith built on Quart web microframework and served using Hypercorn ASGI and WSGI web server.

Buildable๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ2

AI-powered web app builder โ€” describe it, build it, ship it. 2-agent LangGraph system (Sonnet 4.5 + o4-mini) generates React apps from natural language with live preview and one-click deploy.

Anthropic-Cybersecurity-Skills๐Ÿ“v1.2.0๐ŸŒฑ Seedlingโญ4,262

754 structured cybersecurity skills for AI agents ยท Mapped to 5 frameworks: MITRE ATT&CK, NIST CSF 2.0, MITRE ATLAS, D3FEND & NIST AI RMF ยท agentskills.io standard ยท Works with Claude Code, GitHub Cop

AutoRAG๐Ÿ“v0.3.22๐ŸŒฑ Seedlingโญ4,693

AutoRAG: An Open-Source Framework for Retrieval-Augmented Generation (RAG) Evaluation & Optimization with AutoML-Style Automation

instructor๐Ÿ“v1.15.1๐ŸŒฑ Seedlingโญ12,743

structured outputs for llms

agent2๐Ÿ“v0.1.0๐ŸŒฑ Seedlingโญ25

The production runtime for AI agents. Schema in, API out. Built on PydanticAI + FastAPI.

animaworks๐Ÿ“v0.6.2๐ŸŒฑ Seedlingโญ225

Organization-as-Code for autonomous AI agents. Brain-inspired memory that grows, consolidates, and forgets. Multi-model (Claude/Codex/Gemini/Cursor/Ollama).

Standard๐Ÿ“0.0.0๐ŸŒฑ Seedlingโญ18

JSON Agents - A universal JSON-native standard for describing AI agents, their capabilities, tools, runtimes, and governance in a portable, framework-agnostic format. Based on RFC 8259, JSON Schema 2

pathway๐Ÿ“v0.30.0๐ŸŒฑ Seedlingโญ63,504

Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

OllamaRAG๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ5

๐Ÿค– Build a smart AI assistant that learns from any website using a Retrieval-Augmented Generation framework with local models powered by Ollama.

YouTubeGPT๐Ÿ“v3.3.1๐ŸŒฑ Seedlingโญ14

YouTubeGPT is an LLM-based web-app that can be run locally and allows you to summarize and chat (Q&A) with YouTube videos.

OneRAG๐Ÿ“v1.0.7๐ŸŒฑ Seedlingโญ118

Production-ready RAG Framework (Python/FastAPI). 1-line config swaps: 6 Vector DBs (Weaviate, Pinecone, Qdrant, ChromaDB, pgvector, MongoDB), 5 LLMs (Gemini, OpenAI, Claude, Ollama, OpenRouter). OpenA

engram-memory-community๐Ÿ“main@2026-04-20๐ŸŒฑ Seedlingโญ6

The highest-scoring AI memory system ever benchmarked that isn't reliant on LLM reranking. And it's free & burns less tokens.

Deepagent-research-context-engineering๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ2

๐Ÿ” Accelerate research using a Multi Agent System for efficient context engineering with DeepAgent and LangChain's library.

watchtower๐Ÿ“1.0.2๐ŸŒฑ Seedlingโญ51

Watchtower is a simple AI-powered penetration testing automation CLI tool that leverages LLMs and LangGraph to orchestrate agentic workflows that you can use to test your websites locally. Generate us

langsmith-mcp-server๐Ÿ“langsmith-mcp-server==0.1.1๐ŸŒฑ Seedlingโญ104

No description

LightAgent๐Ÿ“v0.5.0๐ŸŒฑ Seedlingโญ831

LightAgent: Lightweight AI agent framework with memory, tools & tree-of-thought. Supports multi-agent collaboration, self-learning, and major LLMs (OpenAI/DeepSeek/Qwen). Open-source with MCP/SSE prot

m3-memory๐Ÿ“v2026.4.20๐ŸŒฑ Seedlingโญ4

Local-first Agentic Memory Layer for MCP Agents โ€ข 25 tools โ€ข Hybrid search (FTS5 + vector + MMR) โ€ข GDPR โ€ข 100% local

Advanced-AI-Agents๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ2

๐Ÿค– Build advanced AI agents with a collection of production-ready applications using modern frameworks for single and multi-agent systems.

agentica๐Ÿ“1.2.3๐ŸŒฑ Seedlingโญ277

Agentica: Lightweight async-first Python framework for AI agents. ่ฝป้‡็บงๅผ‚ๆญฅไผ˜ๅ…ˆ็š„AI Agentๆก†ๆžถ๏ผŒๆ”ฏๆŒๅทฅๅ…ท่ฐƒ็”จใ€RAGใ€ๅคšๆ™บ่ƒฝไฝ“ๅ’ŒMCPใ€‚

Flipkart-Product-Recommender-RAG๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ2

๐Ÿ›’ Build a leading-edge e-commerce recommendation system using RAG architecture, Groq Llama 3, LangChain, and AstraDB, deployed on Kubernetes for scalability.

ragas๐Ÿ“v0.4.3๐ŸŒฑ Seedlingโญ13,329

Supercharge Your LLM Application Evaluations ๐Ÿš€

multi-agent-orchestration-framework๐Ÿ“v0.1.0๐ŸŒฑ Seedlingโญ26

Modular multi-agent orchestration framework powered by LangGraph and FastAPI.

summoner-agents๐Ÿ“v1.1.0๐ŸŒฑ Seedlingโญ24

A collection of Summoner clients and agents featuring example implementations and reusable templates

Medical-Research๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ1

Search and analyze medical literature across PubMed, ClinicalTrials.gov, and Europe PMC using AI to support clinical and research decisions.

DeepMCPAgent๐Ÿ“v0.5.0๐Ÿ’ค Dormantโญ810

Model-agnostic plug-n-play LangChain/LangGraph agents powered entirely by MCP tools over HTTP/SSE.

agentic-rag๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ1

๐Ÿ“„ Enable smart document and data search with AI-powered chat, vector search, and SQL querying across multiple file formats.

agentic-ai๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ1

๐Ÿค– Explore AI agent architectures with agentic-ai, featuring ReAct agents, reflection-based designs, and modular LLM integrations using LangChain and LangGraph.

local-rag-system๐Ÿ“main@2026-04-21๐ŸŒฑ Seedlingโญ1

๐Ÿค– Build your own local Retrieval-Augmented Generation system for private, offline AI memory without ongoing costs or data privacy concerns.

agent-coordinator๐Ÿ“main@2026-04-12๐ŸŒฑ Seedlingโญ1

Lightweight coordination server for autonomous AI coding agents โ€” task claiming, file locks, message passing, and health monitoring over REST

Agentic-AI-Pipeline๐Ÿ“v1.0.0๐Ÿ’ค Dormantโญ57

๐Ÿฆพ A productionโ€‘ready research outreach AI agent that plans, discovers, reasons, uses tools, autoโ€‘builds cited briefings, and drafts tailored emails with toolโ€‘chaining, memory, tests, and turnkey Dock

langchain-sandbox๐Ÿ“langchain_sandbox==0.0.6๐Ÿ’ค Dormantโญ240

Safely run untrusted Python code using Pyodide and Deno

fed-rag๐Ÿ“v0.0.27๐Ÿ’ค Dormantโญ144

A framework for fine-tuning retrieval-augmented generation (RAG) systems.

gpt-all-star๐Ÿ“v0.0.65๐Ÿ’ค Dormantโญ224

๐Ÿค– AI-powered code generation tool for scratch development of web applications with a team collaboration of autonomous AI agents.