A hybrid retrieval system for RAG that combines vector search and graph search, integrating unstructured and structured data. It retrieves context using embeddings and a knowledge graph, then passes it to an LLM for generating accurate responses.

📚 AI-powered research reading workbench. Project-based paper Q&A with Hybrid RAG, multi-agent workflows (ReAct/Plan-Act/RePlan), long-term memory, and traceable evidence. Built with LangChain + LangGraph + Streamlit.

Graph RAG workshop using Kùzu and LanceDB for hybrid RAG

BestRAG: A library for hybrid RAG, combining dense, sparse, and late interaction methods for efficient document storage and search.

Code from the ODSC Agentic Graph RAG workshop combining vector, FTS & graph retrieval for RAG. Includes observability and guardrails for evaluating outputs.

🧠 Stop building AI that forgets. Master MCP (Model Context Protocol) with production-ready semantic memory, hybrid RAG, and the WARNERCO Schematica teaching app. FastMCP + LangGraph + Vector/Graph stores. Your AI assistant's long-term memory starts here.

Multi-agent marketing automation system using Azure OpenAI, RAG pipelines, and structured experimentation workflows.

🚀 HAG: Next-Gen AI | Neo4j + Weaviate Fusion | Dual-Similarity Retrieval | 100% Local & Private | Graph Intelligence Meets Vector Search

Agent Workflow Has Personality

A Visual and Interactive tool to learn and explore Hybrid RAG (Vector + Graph DBs) and Agentic RAG systems.

PromptWeaver: RAG Edition helps design effective prompts for Traditional, Hybrid, and Agentic RAG systems. It offers templates, system prompts, and best practices to improve accuracy, context use, and LLM reasoning.

A genral RAG Search chatbot, with SoTA RAG techniques such as HyDE, Hybrid retrieval with BM25 + RRF and Cross encoder reranking. Evaluated on the BEIR scifact dataset and compared all the different pipelines i tried along the way

This repository consists the source code of Curriculum Compass: A Hybrid RAG Chatbot Empowering Northeastern Students in Course Selection.

AI-powered agricultural scheme eligibility checker using RAG Engine, Groq LLM, and voice interface

Retrieval Pivot Attacks in Hybrid RAG (Vector → Graph)

Bring AI to your data with sovereign AI: Dual RAG, MAS-RAG, GraphRAG, and Spatial-RAG natively within Oracle Database 23ai.

Hybrid RAG system for translating Ancient Egyptian transliterations using the TLA dataset.

Fractal is a sophisticated AI-powered CLI agent that brings intelligent coding assistance directly to your terminal. Built with LangChain and LangGraph, it combines advanced RAG capabilities, multi-database support, and context-aware memory management to provide a seamless development experience.

A personal RAG based chatbot that uses llama-3.1-8B-instrcut-Q4_K_M.gguf model as its llm and ChromaDB to store and repond to the user on their day to day queries. Intelligent session management with smart information retention across sessions and better retrieval of summaries with hybrid retrieval

高血压知识图谱与RAG系统 项目概述 本项目使用LangChain框架实现了一个基于知识图谱和RAG（检索增强生成）的高血压领域医疗助手。系统可以从多个文件中提取医学实体和关系，构建知识图谱，并使用RAG技术回答用户的医学问题。