Two gene signatures for detecting severe and cerebral malaria using blood samples

This repository is a 'Chat-with-your-PDF' project using RAG approach.

🛠️ Simplify codebase queries with AmanMCP—your local RAG solution. Enjoy zero config and privacy-first features for seamless searching.

This is my curated repo regarding Retrieval Augmented Generation(RAG).

Rank fusion and reranking

Dictionary Creator downloaded from http://ctakes.apache.org doesn't work expected , so I made this as seperate stand-alone. Eventhough gui-res.jar contained files required by Dictionary Builder , it kept throwing missing resource required . This codebase is contains dictionary builder and resource required . I hope somebody facing the same issue…

A 3-stage Information Retrieval engine leveraging Elasticsearch, BERT embeddings, and RRF to implement a robust Hybrid Search strategy for EU Research Projects.

Provide a FastAPI backend enabling efficient search of IRE’s journalism archive with hybrid vector and keyword search capabilities.

A step-by-step Elasticsearch notebook comparing retriever strategies on a hand tools product catalog.

Information Retreival Course Repository, 7th Semester, IITD, 2023-24

Hybrid RAG with three retrievers—Lexical (BM25), Semantic (embeddings), and Hybrid (Reciprocal Rank Fusion) — parallel retrieval, Llama 3 generation, and side-by-side evaluation with reproducible notebooks.

Hybrid retrieval core for agent systems: semantic + keyword + contextual reranking with resilient fallback paths.

🔍 High-performance Hybrid RAG implementation using Clean Architecture. Combines semantic vector search with keyword-based retrieval using RRF (Reciprocal Rank Fusion).

AmanMCP is a local-first RAG MCP server for developers - providing hybrid search (BM25 + semantic) over codebases for AI assistants like Claude Code and Cursor.

Intent-aware hybrid search for e-commerce using Qdrant, IBM Granite embeddings, and Gemini 3.1 Flash Lite.

A RP2040 / MicroPython successor to the PrintEYE, supporting the RRF objectmodel

RAG 系统 - 莆仙话方言智能问答系统

This demo showcases a store associate application built on MongoDB Atlas, created to streamline product discovery and inventory visibility as part of a unified commerce strategy.

Synapse AKG: High-performance Agentic Knowledge Graph with hybrid search (KNN + BM25 + RRF) for AI agents