RAG и системы знаний
hkuds/lightrag
A lightweight, graph-based retrieval-augmented generation (RAG) framework that uses a dual-layer architecture combining knowledge graphs and vector embeddings to deliver efficient indexing, low-cost incremental updates, and high-quality contextual retrieval.
★ 38,4K⑂ 5,4KPython
MITQ98
Агенты и мультиагенты
vectifyai/pageindex
PageIndex is a Python project for creating hierarchical document indexes and performing reasoning-based retrieval without a vector database or artificial chunking. It supports self-hosted processing of PDF and Markdown documents, with optional agentic RAG examples and hosted MCP/API services.
★ 35K⑂ 3,1KPython
MITQ98
MCP и вызов инструментов
agentscope-ai/qwenpaw
A self-hostable personal AI assistant that runs locally or in the cloud, featuring multi-channel connectivity, extensible skills, and a three-layer memory system.
★ 33,9K⑂ 3KPython
Apache-2.0Q98
Дообучение, обучение и данные
langfuse/langfuse
An open-source LLM engineering platform for tracing, evaluating, debugging, and improving AI applications, with prompt management, datasets, metrics, a playground, APIs, and managed or self-hosted deployment options.
★ 32,4K⑂ 3,5KTypeScript
NOASSERTIONQ98
Инференс, развёртывание и среда выполнения
sgl-project/sglang
SGLang is a high-performance serving framework for large language models and multimodal models.
★ 32,2K⑂ 8,1KPython
Apache-2.0Q98
Агенты и мультиагенты
iofficeai/aionui
AionUi is described as a free, local, open-source cowork application for working with OpenClaw, Hermes Agent, Claude Code, Codex, OpenCode, Gemini CLI, and more than 20 other CLI tools.
★ 31,3K⑂ 3,2KTypeScript
Apache-2.0Q98
MCP и вызов инструментов
hkuds/vibe-trading
An open-source Python-based AI agent framework designed to provide comprehensive trading, backtesting, and quantitative finance capabilities via a single command.
★ 30,1K⑂ 4,8KPython
MITQ98
Агенты и мультиагенты
topoteretes/cognee
Cognee is a Python-based AI memory platform that turns ingested data into persistent, self-hosted knowledge graph memory. It combines vector embeddings, graph reasoning and ontology generation so agents can retrieve context across sessions.
★ 29,7K⑂ 2,9KPython
Apache-2.0Q98
Агенты и мультиагенты
getzep/graphiti
Graphiti is an open-source Python framework by Zep for building and querying temporal context graphs. It autonomously transforms structured and unstructured data into a dynamic knowledge graph that tracks fact validity over time, preserving provenance and enabling hybrid retrieval for AI agents.
★ 29,5K⑂ 3KPython
Apache-2.0Q98
MCP и вызов инструментов
composiohq/composio
Composio is an open-source SDK monorepo for connecting AI agents to more than 1,000 toolkits. It provides tool discovery and execution, per-user sessions, authentication, triggers, context management, hosted MCP endpoints, provider adapters, a CLI, and a sandboxed workbench.
★ 29,5K⑂ 4,7KTypeScript
MITQ98
Агенты и мультиагенты
simstudioai/sim
Sim is a central intelligence layer and workspace for building, deploying, and orchestrating AI agents and workflows, offering both a cloud-hosted platform and a self-hosted solution.
★ 29,3K⑂ 3,8KTypeScript
Apache-2.0Q98
MCP и вызов инструментов
agentscope-ai/agentscope
A production-ready, easy-to-use agent framework designed to leverage the reasoning and tool-use abilities of increasingly agentic LLMs without constraining them with strict prompts or opinionated orchestrations.
★ 28,6K⑂ 3,3KPython
Apache-2.0Q98