Graph RAG workshop using Kùzu and LanceDB for hybrid RAG
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Jan 12, 2025 - Python
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hybrid-rag
Here are 20 public repositories matching this topic...
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.
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Apr 15, 2025 - Jupyter Notebook
BestRAG: A library for hybrid RAG, combining dense, sparse, and late interaction methods for efficient document storage and search.
opensource bm25 rag pypi-package embedding-vectors qdrant llm retrival-augmented-generation hybrid-rag best-rag
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Dec 31, 2024 - Python
Code from the ODSC Agentic Graph RAG workshop combining vector, FTS & graph retrieval for RAG. Includes observability and guardrails for evaluating outputs.
agent graph-database full-text-search fts structured-output baml vector-search vector-database hybrid-search llm kuzu lancedb graph-rag graphrag hybrid-rag
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Aug 2, 2025 - Python
🚀 HAG: Next-Gen AI | Neo4j + Weaviate Fusion | Dual-Similarity Retrieval | 100% Local & Private | Graph Intelligence Meets Vector Search
information-retrieval ai neo4j chatbot knowledge-graph semantic-search private-server graph-neural-networks rag weaviate medical-ai vector-database healthcare-ai ai-agent medical-knowledge ollama knowlege-base graph-rag multimodal-rag hybrid-rag
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Sep 17, 2025 - Python
A Visual and Interactive tool to learn and explore Hybrid RAG (Vector + Graph DBs) and Agentic RAG systems.
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Nov 30, 2024 - Jupyter Notebook
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.
project-management openai context-aware semantic-search ai-agents rag vector-search cost-analysis ethical-ai llm prompt-engineering langchain prompt-design llamaindex retrieval-augmented-generation llm-evaluation knowledge-retrieval agentic-rag ai-architecture hybrid-rag
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Jul 30, 2025
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
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Aug 23, 2025 - Python
This repository consists the source code of Curriculum Compass: A Hybrid RAG Chatbot Empowering Northeastern Students in Course Selection.
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Apr 3, 2025 - Jupyter Notebook
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
elasticsearch session-management summarization llm vision-language-model llamacpp rag-chatbot hybrid-rag
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Jul 18, 2025 - Python
Exploring and comparing RAG techniques for financial documents- including naive RAG, knowledge graph-powered RAG, and long-context (no chunking) RAG
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Aug 12, 2025 - Python
A custom hybrid RAG-based chatbot for exam preparation. WIP
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May 11, 2025 - Python
AI-powered personal finance assistant using Tabular RAG to turn natural language questions into safe SQL queries and clear answers expense data.
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Sep 13, 2025 - Python
UrduWhiz is an AI-powered web app that makes Urdu storybooks accessible and interactive. Users can upload scanned Urdu PDFs, which are processed with OCR and semantic search. The app summarizes, indexes, and stores the content for fast retrieval, allowing users to ask natural language questions in Urdu and receive intelligent context aware answers
ocr urdu conversational-ai pdf-processing qdrant qdrant-vector-database conversational-ai-chatbot hybrid-rag
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Jul 9, 2025 - JavaScript
A production-ready Retrieval-Augmented Generation (RAG) system with advanced features including hybrid retrieval, adaptive feedback loops, comprehensive evaluation, and explainable AI logging.
pipelines knowledge-graph chunking bm25 hyde hype reranking faiss rag vector-db langchain adaptive-rag hybrid-rag fusion-rag knowledge-grounding
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Aug 27, 2025 - Python
compare between the Result of Vanilla RAG (BM25 + dense + RRF) VS Hybrid RAG (BM25 + dense reranker + RRF ).
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Sep 3, 2025 - Jupyter Notebook
AI-powered smart api for document processing with RAG pipeline for insurance decisions
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Aug 1, 2025 - Python
A collection of mini-projects covering sub-topics in Langchain
huggingface streamlit langchain llm-inference retrieval-augmented-generation vector-store-index ollama faiss-vector-database groq-integration hybrid-rag multi-document-rag
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Jul 25, 2024 - Jupyter Notebook
A powerful web-based application designed to answer questions based on the content of uploaded PDF documents. This project leverages a Hybrid Retrieval-Augmented Generation (RAG) approach, combining the strengths of vector-based semantic search and keyword-based search to deliver accurate and relevant responses
chroma bm25 pypdf rag streamlit langchain chromadb ollama rag-chatbot langchain-ollama ollama-embeddings hybrid-rag qwen2-5 ensemble-retriever
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Jul 26, 2025 - Python
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