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restaiπŸ“v6.1.45🌿 Growing⭐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

opikπŸ“2.0.6🌳 Mature⭐18,767

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

pydantic-aiπŸ“v1.84.1🌳 Mature⭐16,274

AI Agent Framework, the Pydantic way

mlflowπŸ“ts/v0.2.0-rc.1πŸ›οΈ Flagship⭐25,478

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

LLM-Agents-Ecosystem-HandbookπŸ“0.0.0🌳 Mature⭐508

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

instructorπŸ“v1.15.1πŸ›οΈ Flagship⭐12,802

structured outputs for llms

pathwayπŸ“v0.30.0πŸ›οΈ Flagship⭐63,440

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

openinferenceπŸ“python-openinference-instrumentation-google-genai-v0.1.15🌿 Growing⭐913

OpenTelemetry Instrumentation for AI Observability

openlitπŸ“openlit-1.18.1🌿 Growing⭐2,358

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

cognitaπŸ“0.0.0🌳 Mature⭐4,419

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

llama_indexπŸ“v0.14.21🌿 Growing⭐48,501

LlamaIndex is the leading document agent and OCR platform

PlanExeπŸ“main@2026-04-20🌿 Growing⭐365

Create a plan from a description in minutes

LightAgentπŸ“v0.5.0🌳 Mature⭐876

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

MemMachineπŸ“v0.3.5🌿 Growing⭐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-engineπŸ“2.1.529🌿 Growing⭐75

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

py-gptπŸ“v2.7.12🌳 Mature⭐1,738

Desktop AI Assistant powered by GPT-5, GPT-4, o1, o3, Gemini, Claude, Ollama, DeepSeek, Perplexity, Grok, Bielik, chat, vision, voice, RAG, image and video generation, agents, tools, MCP, plugins, spe

monocleπŸ“v0.7.8🌿 Growing⭐72

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

parlantπŸ“v3.3.1🌿 Growing⭐17,899

The conversational control layer for customer-facing AI agents - Parlant is a context-engineering framework optimized for controlling customer interactions.

agenticaπŸ“1.2.3🌱 Seedling⭐279

Agentica: Lightweight async-first Python framework for AI agents. 轻量级异ζ­₯δΌ˜ε…ˆηš„AI Agentζ‘†ζžΆοΌŒζ”―ζŒε·₯具调用、RAGγ€ε€šζ™Ίθƒ½δ½“ε’ŒMCP。

ai-agents-frameworksπŸ“0.0.0🌱 Seedling⭐524

The ultimate playground to learn, experiment with, and compare modern open-source AI agent frameworks β€” from basics to production-ready setups.

Ultimate-Agent-DirectoryπŸ“0.0.0🌱 Seedling⭐51

πŸ€– The most comprehensive directory of AI agent frameworks, platforms, tools, and resources - hundreds of curated entries covering open-source, no-code, enterprise, and autonomous solutions. NEW Boil

mcp-apache-spark-history-serverπŸ“v0.1.5🌱 Seedling⭐152

MCP Server for Apache Spark History Server. The bridge between Agentic AI and Apache Spark.

fed-ragπŸ“v0.0.27πŸ’€ Dormant⭐145

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

OpenTelemetry LlamaIndex instrumentation

llama-cloudπŸ“2.4.1🌱 Seedling

The official Python library for the llama-cloud API

llama-index-workflows2.19.0🌱 Seedling

An event-driven, async-first, step-based way to control the execution flow of AI applications like Agents.

doclingπŸ“2.90.0🌱 Seedling

SDK and CLI for parsing PDF, DOCX, HTML, and more, to a unified document representation for powering downstream workflows such as gen AI applications.

llama-index indices llama-cloud integration

llama-indexπŸ“0.14.21🌱 Seedling

Interface between LLMs and your data

qdrant-clientπŸ“1.17.1🌱 Seedling

Client library for the Qdrant vector search engine

llama-cloud-services0.6.94🌱 Seedling

Tailored SDK clients for LlamaCloud services.

pymupdf4llmπŸ“1.27.2.2🌱 Seedling

PyMuPDF Utilities for LLM/RAG

llama-parse0.6.94🌱 Seedling

Parse files into RAG-Optimized formats.