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 Python script/service to send MQTT msgs from a SBC running Duet DSF. Uses the DSF pydsfapi plugin.

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

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

Easy-to-Use RAG Framework; CCF AIOps International Challenge 2024 Top3 Solution; CCF AIOps 国际挑战赛 2024 季军方案

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

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

基于 LangGraph 实现的聊天机器人，接入 DeepSeek、Qwen、智谱 AI 多个 LLM 模型，支持在线搜索和文件解析。

DWC Plugin to assist with upgrading RRF firmware

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.

RAG 系统 - 莆仙话方言智能问答系统

Performance Evaluation of Rankers and RRF Techniques for Retrieval Pipelines: Employs Diversity, Lost-in-the-Middle, and Similarity rankers to reorder documents and maximize LLM context window performance. Implements Hybrid Retrieval with Reciprocal Rank Fusion (RRF) and rigorous BEIR evaluation (NDCG, MAP, Recall, Precision).

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.

🧬🔍 Vecgo is a pure Go, embeddable, hybrid vector database designed for high-performance production workloads. It combines commit-oriented durability with HNSW + DiskANN indexing for best-in-class performance.

Consensus fusion primitives (rank fusion)

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

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.

DWC Customiser plugin - Build custom dashboards from std DWC UI components and add new custom components and buttons which can run Macros/gcode, or post http requests, and MQTT msgs.

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