basemind
Full AI context and content layer for coding agents over one MCP server — tree-sitter code-map, document RAG, shared memory, multi-agent com...
AI topic
Best RAG Tools
RAG (retrieval-augmented generation) connects your documents and data to LLMs. Browse frameworks and platforms below, then compare top picks for stack fit.
Top tools
480 tools · sorted by quality
GenAI-Roadmap-with-Notes-and-Projects
A comprehensive learning path and practical guide for Generative AI development with hands-on LangChain implementations and detailed notes.
quarkus-workshop-langchain4j
Quarkus LangChain4J Workshop that demonstrates both single AI service capabilities and Agentic AI orchestration
1c-ai-connector
ИИкона — AI-коннектор для 1С:Предприятие 8.3: LLM-провайдеры, агентская петля (function calling), RAG, MCP-сервер, мониторинг ошибок с ИИ-ан...
llm-docs-builder
Transform and optimize your markdown documentation for Large Language Models (LLMs) and RAG systems. Generate llms.txt automatically.
sdd-pilot
Replace chaotic AI code generation with a disciplined, spec-driven workflow. SDD Pilot enforces structured development phases and quality ga...
piri
🚀 Piri is a high-performance Niri extension tool built with Rust. It leverages efficient Niri IPC interaction and a unified event distribut...
VelesDB
The explainable, local-first memory engine for AI agents. One ~9 MB binary fuses vector + graph + columnar under VelesQL; why() returns the...
ops-codegraph-tool
Code intelligence CLI — function-level dependency graph across 34 languages, 34-tool MCP server for AI agents, complexity metrics, architect...
sample-genai-on-eks-starter-kit
A comprehensive toolkit for deploying production-ready Generative AI infrastructure on Amazon EKS. Includes pre-configured components for:...
multimind-sdk
Your SDK solves all of this. One interface. Unified logic. Local + hosted models. Fine-tuning. Agent tools. Enterprise-ready. Hybrid RAG.Sta...
spring-ai-rag-demo
基于 Spring AI 2.0 的生产级 ERP 智能助手｜Production-ready ERP AI assistant with RAG, Tool Calling, chat memory, dynamic SQL tools, multi-te...
generalbots
Multi-agent AI platform for autonomous agents, agentic AI orchestration and LLM workflow automation. 80 self-hosted apps - Chat, CRM, Mail,...
semiont
Semiont is supports human+ai collaborative knowledge work. Use it as: a Wiki, Knowledge Base, Context Graph, Semantic Layer, or Agentic Mem...
storage
Tigris is a globally distributed S3-compatible object storage service that provides low latency anywhere in the world, enabling developers t...
context-aware-rag
Context-Aware RAG library for Knowledge Graph ingestion and retrieval functions.
AI Search for WooCommerce – Intelligent Product Search
AI-powered semantic search built for WooCommerce stores. Understands what shoppers actually want — even when they use different words than y...
bike4mind
The open-core AI workbench — notebooks, agents, RAG, voice, and images across any model: OpenAI, Anthropic, Google, xAI, or local via Ollama...
airgapped-offfline-rag
Secure, locally-run Retrieval-Augmented Generation system for document-based question-answering, utilizing Llama 3, Mistral, and Gemini mode...
rag-template
Template for AI chatbots & document management using Retrieval-Augmented Generation with vector search and FastAPI.
discourse-chatbot
An AI bot with RAG capability for Topics, Chat & Customer Support in Discourse, currently powered by OpenAI
kektordb
AI memory system combining vector search with temporal knowledge graph. Built-in cognitive engine for agents. Supports memory decay, contrad...
codesearch
Multi-repo semantic code search MCP server in Rust — hybrid vector + BM25 retrieval, tree-sitter AST chunking, fully offline. For OpenCode,...
jdatamunch-mcp
Token-efficient MCP server for tabular data retrieval. Index CSV/Excel files, query rows, aggregate — 99%+ token savings vs raw file reads.
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