Rag
55 tools across 6 categories tagged with “rag”
frameworks
(16)LangChain
Build context-aware reasoning applications with LLMs
Dify
Production-ready agentic AI application platform — 132K+ stars
Flowise
Build AI agents visually with drag-and-drop — 51K+ stars
Langflow
Visual framework for building and deploying AI agents — 145K+ stars
Agno
Build, run, and manage agentic software at scale with 38K+ stars
DSPy
Framework for programming — not prompting — LLMs — 33K+ stars
Haystack
End-to-end LLM framework for building NLP and agent pipelines — 18K+ stars
Mastra
TypeScript framework for building AI agents and workflows
EchoGuard
Knowledge Graph-powered memory framework for detecting manipulation in long-term AI conversations
ELITE
Self-improving embodied AI framework that learns from mistakes and transfers knowledge across tasks
LLM-Wiki
Agent-native retrieval system using Retrieval-as-Reasoning for dynamic knowledge navigation
PMAx
Natural language interface for AI-driven process mining and workflow analysis
Quasar
10B parameter foundation model with 2M token context using Gated Linear Attention
RAGFlow
Open-source RAG engine with agent capabilities, GraphRAG, and MCP integration
ruflo
Enterprise-grade orchestration platform for Claude multi-agent swarms with RAG and distributed intelligence
SPD-RAG
Hierarchical multi-agent RAG system that assigns specialized sub-agents per document
dev tools
(16)Crawl4AI
Open-source web crawler optimized for LLMs and AI agents — 62K+ stars
Firecrawl
Web scraping API built for LLMs — turn any website into LLM-ready data — 89K+ stars
LlamaIndex
Data framework for LLM applications — RAG, agents, and workflows — 47K+ stars
RAG Failure Diagnostics Clinic
Diagnose and fix common RAG pipeline failure modes
Chroma
The open-source AI-native vector database — 27K+ stars
ai-agents-for-beginners
Microsoft's free 12-lesson curriculum for learning to build AI agents from scratch
ElephantBroker
Knowledge-grounded cognitive runtime for trustworthy AI agents with verifiable memory
flexvec
SQL-based vector retrieval with runtime embedding manipulation for AI agents
HippoCore
Drop-in persistent memory layer for AI agents with vector embeddings and MCP support
HippoCore
Drop-in persistent memory layer for AI agents with native MCP support
HippoCore
Drop-in persistent memory layer for AI agents with vector embeddings and MCP support
MemMA
Multi-agent memory framework with self-evolution for LLM agents
RuView
WiFi-based spatial intelligence: presence detection and vital signs monitoring using ESP32
TA-Mem
Tool-augmented memory system enabling dynamic retrieval for long-term conversational AI
TopoChunker
Topology-aware document chunking that preserves hierarchical structure for better RAG retrieval
TrendRadar
AI-powered trend monitoring with multi-platform aggregation and natural language analysis via MCP
agents
(15)Awesome LLM Apps
100K-star collection of LLM apps with agents, RAG, and multi-agent teams
Open WebUI
Self-hosted AI chat interface with 125K+ stars — supports Ollama, OpenAI, and MCP
Tabby
Self-hosted AI coding assistant — 33K+ stars
GPT Researcher
Autonomous deep research agent producing 2K+ word reports from 20+ sources — 26K+ stars
Daily Stock Analysis
Autonomous LLM agent for multi-market stock analysis with real-time news and AI insights
Daily Stock Analysis
LLM-powered stock analysis system with multi-market data, real-time news, and automated alerts
DataFactory
Multi-agent framework for advanced table question answering with collaborative reasoning
DocSage
Multi-document QA agent with entity relationship tracking beyond standard RAG
DomAgent
Domain-specific code generation using knowledge graphs and case-based reasoning
KARL
RL-trained enterprise search agents with multi-regime evaluation benchmark
LensWalk
Agentic video understanding framework with active evidence-seeking for LLM-powered analysis
MiroThinker
Multi-agent research system with advanced reasoning powered by Qwen3-235B for autonomous knowledge synthesis
MOOSEnger
AI agent that converts natural language into validated MOOSE simulation inputs
ReViSQL
Text-to-SQL agent achieving human-level accuracy through step-by-step reasoning
UIS-Digger
Research agent that discovers unindexed web content beyond traditional search engines
workflows
(4)Autonomous RAG
Self-managing RAG system that decides when and how to retrieve information
Corrective RAG (CRAG)
Self-correcting RAG pipeline that detects and fixes retrieval errors
Knowledge Graph RAG with Citations
RAG pipeline using knowledge graphs for structured retrieval with source attribution
RAG-as-a-Service
Hosted RAG platform that serves retrieval-augmented generation as an API
mcp servers
(3)Context7
Up-to-date library documentation injected directly into your AI coding context
Context7
Real-time code documentation MCP server that keeps AI assistants up-to-date with latest libraries
TrendRadar
AI-powered MCP server for multi-platform trend monitoring and sentiment analysis