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Các dự án AI mã nguồn mở trên GitHub

Chỉ mục dựa trên dữ kiện về các dự án phát triển LLM, tác nhân, MCP, RAG và AI, kèm giấy phép, thiết lập, tải xuống, ảnh chụp màn hình và tài nguyên liên quan cho từng mục.

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Mục lục dự án

38 Dự án
Tác nhân & Đa tác nhân

RAGFlow

infiniflow/ragflow

RAGFlow is an open-source Retrieval-Augmented Generation engine that combines document ingestion, retrieval, grounded citations, configurable language and embedding models, and agent capabilities to provide context for LLM applications.

★ 86,7K⑂ 10,2KGo
Apache-2.0Q98
Ảnh chụp màn hình của OpenHands Agent Canvas
Tác nhân & Đa tác nhân

OpenHands Agent Canvas

openhands/openhands

A self-hosted developer control center for running, managing, and automating coding agents across local, remote, and cloud environments.

★ 83,1K⑂ 10,7KTypeScript
MITQ98
Ảnh chụp màn hình của MemPalace
MCP & Gọi công cụ

MemPalace

mempalace/mempalace

A local-first, open-source AI memory system that stores conversation history and project files as verbatim text for semantic retrieval, achieving 96.6% R@5 on LongMemEval without requiring LLMs or API calls.

★ 58K⑂ 7,5KPython
MITQ98
Ảnh chụp màn hình của LightRAG: Simple and Fast Retrieval-Augmented Generation
RAG & hệ thống tri thức

LightRAG: Simple and Fast Retrieval-Augmented Generation

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
Tác nhân & Đa tác nhân

AionUi

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
Ảnh chụp màn hình của Vibe-Trading: Your Personal Trading Agent
MCP & Gọi công cụ

Vibe-Trading: Your Personal Trading Agent

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
Tác nhân & Đa tác nhân

Cognee: Open-Source Persistent Memory for AI Agents

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
Ảnh chụp màn hình của Graphiti: Build Temporal Context Graphs for AI Agents
Tác nhân & Đa tác nhân

Graphiti: Build Temporal Context Graphs for AI Agents

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
Ảnh chụp màn hình của AgentScope 2.0
MCP & Gọi công cụ

AgentScope 2.0

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
Ảnh chụp màn hình của OpenViking: Self-evolving Context Database for AI Agents
Tác nhân & Đa tác nhân

OpenViking: Self-evolving Context Database for AI Agents

volcengine/openviking

OpenViking is an open-source context database that unifies agent memory, knowledge RAG, and skills into a single virtual filesystem, enabling AI agents to browse and retrieve context deterministically using a file-system-like protocol.

★ 28K⑂ 2,2KPython
AGPL-3.0Q98
Ảnh chụp màn hình của Agent Development Kit (ADK) 2.0 by Google
Tác nhân & Đa tác nhân

Agent Development Kit (ADK) 2.0 by Google

google/adk-python

An open-source, code-first Python framework for building, evaluating, and deploying sophisticated AI agents with flexibility and control.

★ 21K⑂ 3,8KPython
Apache-2.0Q98
Tác nhân & Đa tác nhân

DB-GPT: Open-Source Agentic AI Data Assistant

eosphoros-ai/db-gpt

DB-GPT is a Python-based platform for building and operating AI data assistants that connect to structured and unstructured data, generate SQL and Python code, execute analysis workflows, and produce reports, charts, dashboards, and summaries.

★ 19,6K⑂ 2,9KPython
MITQ98

Trang 1 / 4 · 38 dự án

Đã cập nhật gần đây

codex — Coding agent and developer workflowsopenai/codex★ 106,5K NemoClaw — Agent runtime and deployment toolingNVIDIA/NemoClaw★ 22,2K XERJxerj-org/xerj★ 1,4K LangWatchlangwatch/langwatch★ 3,5K OrchestKityonatangross/orchestkit★ 222 hal0hal0ai/hal0★ 67

Được gắn sao nhiều nhất

Hermes Agentnousresearch/hermes-agent★ 227,1K markitdown — Document conversion and extractionmicrosoft/markitdown★ 174,2K skills — Reusable agent skills and workflowsanthropics/skills★ 169,9K Hugging Face Transformershuggingface/transformers★ 163,3K Firecrawlfirecrawl/firecrawl★ 161,1K LangChainlangchain-ai/langchain★ 143,6K