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

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.

🧬🔍 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.

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

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).

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

Persistent, auditable, contradiction-safe memory for coding agents. Hybrid BM25 + vector retrieval, 19 MCP tools, co-retrieval graph, MIND-accelerated scoring. Zero external dependencies.

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

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.

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.

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

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.

No description provided.

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

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

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

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

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

Operations on ranked lists: fusion (RRF, CombMNZ, Borda, DBSF), reranking (MaxSim/ColBERT, MMR, DPP, Matryoshka)

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

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 can make use of this .

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