semantic-search-ai 开源项目推荐（41 个）

introfini /ZotSeek

Zotero的AI语义搜索，内置了面向AI代理的MCP服务器（Claude Code、Codex）。通过意义寻找论文。百分之百本地且私人。

krokozyab /Agent-Fusion

Agent Fusion is a local RAG semantic search engine that gives AI agents instant access to your code, documentation (Markdown, Word, PDF). Query your codebase from code agents without hallucinations. Runs 100% locally, includes a lightweight embedding model, and optional multi-agent task orchestration. Deploy with a single JAR

luuuc /sense

MCP server for AI coding agents - gives Claude Code, OpenCode, Cursor, and Codex CLI structural understanding of your codebase: symbol graph, blast radius, semantic search, conventions.

zinverno /veynrel

Vault health, connection review and Recall for Obsidian. Studio recipes and editable diagrams in the 2.3.0 release candidate.

spectrayan /spector

Memory backbone for AI agents. Four-tier store — working, episodic, semantic, procedural — with decay, consolidation, and association graphs. Fused semantic + SIMD-accelerated hybrid recall, in-process MCP, REST/gRPC, and language SDKs.

softerist /heuristic-mcp

Enhanced MCP server for semantic code search with call-graph proximity, recency ranking, and find-similar-code. Built for AI coding assistants.

haskian /haskie

A knowledge base for AI coding agents. Curate and organize your sources through an intuitive web UI. Give your agents a library they can explore efficiently. Built around a discovery–synthesis loop inspired by how humans research.

primaryobjects /semantic-search

Semantic search web app using the Large Language Model (LLM) Cohere for embeddings to match context and meaning, rather than keywords.

amdjedbens /Semantic-search-VectorDB

A semantic search application built using FastAPI, Pinecone, and Sentence Transformers to match questions from Quora dataset.

Hussein-Furaty /NeuraFind

An advanced semantic search and knowledge retrieval framework designed for academic research and intelligent information discovery.

ahmedSamir50 /AdamSystems.ZVec.NET

Production .NET SDK for Alibaba ZVec — DI, typed ODM, async, SafeHandles, full indexes/FTS, and mobile RIDs. Not a thin P/Invoke wrapper.

nexoraiq-tech /nexoraiq-magento2-connector

NexorAIQ Magento 2 extension for AI-powered commerce search, semantic autocomplete, and product discovery. Supports Magento 2.4.x, Hyvä, Luma/Blank, and headless storefront integrations, with catalog synchronization and search analytics.

rezer-bleede /refdata-hub

A semi-automated reference data and standardization service for global projects. This service handles common reference dimensions (marital status, education, nationality, etc.) by semantically matching new raw values, routing them to reviewers for approval, and adding them to a central mapping

svalench /django_graph_search

Production-ready semantic vector search for Django — searches across FK, M2M, and reverse relations by traversing your model graph. Pluggable backends: ChromaDB, FAISS, Qdrant.

NIAGADS /open-access-service

Python services and shared libraries supporting the NIAGADS Open Access platform, including genomic data retrieval, annotation, API infrastructure, and data processing.

VampiricCyborg /DocuQuery

A production-grade, full-stack AI assistant platform for private document fleets — featuring real-time streaming, intelligent document ingestion, vector search, LLM-powered answers, and voice input.

UreckChan /alexandria

A local knowledge vault for your AI agents — saves tokens, remembers across sessions, and turns every model into a disciplined engineer.

Jaron1978 /RonBot-repo

AI-powered portfolio assistant built with Python and website-grounded retrieval, progressing toward RAG and AWS deployment.

shaharia-lab /smarty-pants

An open-source platform democratizing Generative AI Applications. Build and deploy AI-powered tools without extensive expertise. Features flexible data integration, semantic search, and LLM integration. Create sophisticated AI applications using your private knowledge bases.

swarka7 /CodeScope

AI-powered repository intelligence and failure-aware debugging foundation.