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bge-embeddings

Here are 16 public repositories matching this topic...

arnobt78 / Embeddable-RAG-Chatbot-Widget--JavaScript-Cloudflare-Workers-FullStack

A production-ready, embeddable AI chatbot widget built with Cloudflare Workers that can be integrated into any website with a single script tag. Features real-time streaming responses, RAG-powered FAQ answers, session persistence, and dark/light mode support.

Updated Jan 25, 2026
JavaScript

ihimanshu29 / Agentic-AI-Lucknow-Guide-FastAPI

An enterprise-grade, full-stack AI travel planner which provides data-driven itineraries for Lucknow, India and showcases production-ready architecture, combining a FastAPI backend with a Streamlit frontend. It leverages an advanced agentic RAG system, context-aware responses by integrating a local knowledge base with live, external APIs.

docker production-ready cloud-deployment rag fastapi groq streamlit vector-database open-meteo render-deployment langchain chromadb external-api-integration rag-chatbot huggingface-embeddings agentic-ai bge-embeddings llm-applications ragas-evaluation

Updated Dec 18, 2025
Python

wisdomfriend / bge_embedding_onnx

基于 BGE (BAAI General Embedding) 模型构建的高性能文本向量化服务，使用 FastAPI 提供 RESTful 接口，支持 ONNX模型的转换和推理加速。

rocm fastapi onnxruntime bge-embeddings

Updated Dec 27, 2025
Python

ankitshri00132 / Advanced-RAG-System

Production-grade RAG Document Intelligence Platform — LangGraph Adaptive RAG + CRAG, LangSmith observability, RAGAS evaluation,Qdrant hybrid search (BGE dense + BM42 sparse + RRF), jinaai/jina-reranker-v1-tiny-en re-ranking, FastAPI + Docker

reranking rag pydantic fastapi rrf crag llm jinaai hybrid-retrieval qdrant-vector-database bge-embeddings ragas-evaluation jina-ai

Updated May 31, 2026
Python

HimasagarU / FasRec-AI-Engine

Production-grade fashion recommendation platform using SigLIP (vision) + BGE (text) embeddings, FAISS HNSW, RRF fusion, and LLaMA 3.3-70B outfit styling. FastAPI + React + Supabase. 44k+ products.

react python pytorch recommendation-system llama multimodal faiss hnsw fastapi groq supabase fashion-recommender cloudflare-r2 render-deployment generative-ai siglip bge-embeddings

Updated May 17, 2026
Python

negativenagesh / hag

Hybrid RAG–based e‑commerce agent for H&M products on the CLI, runnable both in the cloud with OpenAI and locally with Ollama.

elasticse gpt-evaluation ollama bge-embeddings hybrid-rag qwen2-5 answer-relevance

Updated Mar 10, 2026
Python

lovnishverma / pdf-rag-chatbot

A Retrieval-Augmented Generation (RAG) chatbot that lets you upload any PDF and ask questions, powered by Groq + Llama 3.3, LangChain, and FAISS.

python python3 artificial-intelligence question-answering llama gradio faiss rag langchain pdf-chatbot groq-api bge-embeddings

Updated May 28, 2026
Python

bhupencoD3 / PerfectPick

PerfectPick is an AI-powered smartphone recommendation system built with Flask and Postgres for session management, AstraDB for vector storage, and hybrid retrieval using BM25 and BGE embeddings. Deployed on GCP with Docker and Kubernetes, integrated with Prometheus and Grafana for scalable, production-grade performance and MLOps observability.

Updated Nov 5, 2025
Python

zakriayousafzai / context-aware-chatbot-using-RAG

A conversational chatbot that remembers context and retrieves external information using Retrieval-Augmented Generation (RAG) with LangChain, ChromaDB, local BGE embeddings, and Google Gemini 2.5 Flash.

python vector chatbot gemini embedding rag embedding-vectors langchain chromadb bge-embeddings

Updated May 18, 2026
Python

meetgrewal7793-creator / personal-movie-recommender

A Python-based tool that suggests movies by analyzing user preferences and real-time streaming availability. It helps users skip the 'endless scroll' and find exactly where to watch their next favorite movie across different subscription/free platforms.

mongodb python3 recommendation-system bm25 content-based-recommendation rag local-first movie-recommender streamlit crag hybrid-search chromadb retrieval-augmented-generation ollama reciprocal-rank-fusion langgraph advanced-rag corrective-rag bge-embeddings

Updated May 25, 2026
Python

muhammedafsalpm / rag-pdf-chatbot

A Retrieval-Augmented Generation (RAG) application built with Streamlit that enables users to upload PDF documents and engage in a grounded conversation with the content. This project implements a full processing pipeline including text extraction, chunking, and vector embeddings to provide accurate Q&A with verifiable citations.

fastapi streamlit vector-database chromadb document-qa ollama pdf-chatbot rag-chatbot llama3 bge-embeddings

Updated May 14, 2026
Python

Kartik-Burele / nlp_mini_project

Mini project for NLP: FineTuned a BGE encoder using domain specific data and then paired it with a finetuned BERT uncased model for QnA retrieval for getting top3 relevant answers.

nlp deep-learning transformer-architecture bert-fine-tuning bge-embeddings

Updated May 1, 2026
Python

Veer-Parikh / lawai-rag

An expert RAG knowledge system for Indian Penal, Civil, and Constitutional Law.

python law pinecone gemini-api rag-chatbot bge-embeddings

Updated Apr 1, 2026
Python

NicoYuan1986 / IntelliContent

High-precision Content Retrieval Engine with automated model comparison and evaluation. Implements semantic boundary-aware chunking and RRF-based hybrid search for optimized document retrieval.

semantic-search reranking vector-database hybrid-search bge-embeddings

Updated Dec 18, 2025
Python

anilsathyan7 / qdrant-search

semantic-search text-search hybrid-search qdrant qdrant-vector-database bge-m3 bge-embeddings jina-embeddings colbertv2-0 multi-vector-retrieval

Updated May 17, 2026
Python

nikhilreddy00 / sec-finance-rag

Production RAG chatbot over 25,000+ SEC EDGAR filings (S&P 500) — Claude · BGE · Hybrid BM25+Dense · Cohere Rerank · FastAPI · Streamlit

python nlp finance financial-analysis sec-edgar claude cohere rag fastapi streamlit llm llamaindex chromadb retrieval-augmented-generation bge-embeddings

Updated Apr 28, 2026
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