agentic-search 开源项目推荐（74 个）

infiniflow /ragflow

RAGFlow 是一款领先的开源检索增强生成（RAG）引擎，将前沿 RAG 与 Agent 能力融合，为 LLM 构建卓越的上下文层

modelscope /ms-agent

MS-Agent：一个轻量级框架，用于赋能复杂任务的智能体执行

chenxiachan /thoughtdag

Your thinking deserves a map: an infinite canvas where LLM conversations grow into an editable thought graph. Wires are the context.

ZimoLiao /scholaraio

Scholar All-In-One：面向 AI 智能体的研究基础设施

justram /pi-serini

A Minimalistic Search Agent

ksm26 /AI-Agents-in-LangGraph

Master the art of building and enhancing AI agents. Learn to develop flow-based applications, implement agentic search, and incorporate human-in-the-loop systems using LangGraph's powerful components.

yoloshii /gigaxity-deep-research

Open-source deep research MCP. Qwen3-30B-A3B-Thinking via OpenRouter, cited web synthesis for Claude Code, Codex, Cursor, Hermes and any MCP-compatible agent.

LeqsNaN /RARG

Official code for the paper "A New Role for Relevance: Guiding Corpus Interaction in Agentic Search"

hanxiao /searchbox

Airgapped closed-corpus QA loop: a self-hosted Qwen3.6 agent explores a .zip dataroom under a token budget with local tools

0xmariowu /Autosearch

Open-source deep research for AI agents: 40 channels, 10+ Chinese sources.

sergekostenchuk /seo-llm-skill-cluster

Task-plan driven SEO and LLM-friendly website skill cluster

horiacristescu /nub

该项目在 GitHub 上没有填写描述

pollinations /search.elixpo

OreoLook — an open-source, OpenAI-compatible agentic web search and deep-research engine with streaming, MCP tools, Redis memory, Qdrant retrieval, and PDF exports.

immortalbob /Mnemolis

A self-hosted knowledge broker for homelabs. Routes and fuses queries across Kiwix, FreshRSS, Open-Meteo, SearXNG, Uptime Kuma, and Home Assistant — and tracks what changed over time. REST API and MCP server, integrates natively with Open WebUI and Home Assistant.

aifabrice /jev-rag

Jev RAG (Jev-RAG / JevRAG): open-source local knowledge search with BM25 + Jev reranking, agentic and hybrid retrieval, cited answers, and reproducible benchmarks.

timescale /searchgres-js

Excellent hybrid search in the Postgres you own.

irahardianto /qurio

Self-hosted RAG engine for AI coding assistants. Ingests technical docs & code repositories locally with structure-aware chunking. Serves grounded context via MCP to prevent hallucinations in software development workflows.

tusKANNy /awesome-agentic-search

An extensive and commented list of resources on agentic search and agentic deep research

chery-nextai /eviback

EviBack: Reinforcement Learning Search Agents via Evidence-Constrained Teacher Backoff

XMUDeepLIT /SAAS

A novel RL framework designed to cultivate dynamic self-awareness that precisely regulates search behavior without compromising accuracy.