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Tác nhân & Đa tác nhân · 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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14 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 LlamaIndex
Tác nhân & Đa tác nhân

LlamaIndex

run-llama/llama_index

LlamaIndex is an open-source Python data framework for building LLM applications with private data, offering data connectors, indexing structures, and advanced retrieval interfaces. It is complemented by LlamaParse, an enterprise platform for agentic OCR, parsing, extraction, and indexing.

★ 51,4K⑂ 7,9KPython
MITQ98
Tác nhân & Đa tác nhân

PageIndex: Vectorless, Reasoning-Based RAG for Long Documents

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
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 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 promptfoo
Tác nhân & Đa tác nhân

promptfoo

promptfoo/promptfoo

An open-source CLI and library for evaluating, testing, and red-teaming LLM applications, RAGs, and agents. It enables side-by-side model comparison and vulnerability scanning with declarative configs and CI/CD integration.

★ 23,9K⑂ 2,2KTypeScript
MITQ98
Tác nhân & Đa tác nhân

Opik: Open-Source LLM Observability, Evaluation and Agent Tracing

comet-ml/opik

Opik is an Apache-2.0-licensed platform for tracing, evaluating, debugging and monitoring LLM applications, RAG systems and multi-step agent workflows. It supports self-hosting, a hosted Comet.com option, client SDKs, a REST API, automated evaluations, prompt experimentation and production dashboards.

★ 21,1K⑂ 1,7KPython
Apache-2.0Q98
Ảnh chụp màn hình của BISHENG
Tác nhân & Đa tác nhân

BISHENG

dataelement/bisheng

BISHENG is an open-source LLM application DevOps platform designed for next-generation enterprise AI applications, offering comprehensive features like GenAI workflow orchestration, RAG, Agent management, and enterprise-grade system controls.

★ 11,8K⑂ 1,9KPython
Apache-2.0Q98
Ảnh chụp màn hình của Genkit: Open-Source Framework for Agentic AI Applications
Tác nhân & Đa tác nhân

Genkit: Open-Source Framework for Agentic AI Applications

genkit-ai/genkit

Genkit is an open-source framework built and used in production by Google's Firebase for developing full-stack, AI-powered applications. It provides cross-language SDKs and unified APIs for integrating various AI models to build chatbots, automations, and recommendation systems.

★ 6,3K⑂ 816TypeScript
Apache-2.0Q98
Ảnh chụp màn hình của Potpie
Tác nhân & Đa tác nhân

Potpie

potpie-ai/potpie

Potpie transforms a codebase and software development lifecycle into a living context graph for AI agents, indexing code, structure, decisions, source history, and team knowledge to enable context-aware coding, planning, and debugging.

★ 5,5K⑂ 642Python
Apache-2.0Q98
Ảnh chụp màn hình của ReMe: Memory Management Kit for Agents
Tác nhân & Đa tác nhân

ReMe: Memory Management Kit for Agents

agentscope-ai/reme

ReMe is a local-first memory layer for AI agents that transforms conversations and resources into readable, editable, and searchable Markdown memory files.

★ 3,3K⑂ 283Python
Apache-2.0Q98
Ảnh chụp màn hình của XERJ
Tác nhân & Đa tác nhân

XERJ

xerj-org/xerj

XERJ is a search engine for AI agents that automatically indexes code, documents, logs, and PDFs, enabling agents to query data rather than reading entire files into their context windows. It is Elasticsearch-compatible, allowing existing clients and tooling to work unchanged.

★ 1,4K⑂ 288Rust
Apache-2.0Q87

Trang 1 / 2 · 14 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

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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