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。
-
Updated
Dec 27, 2025 - Python
#
bge-embeddings
Here are 4 public repositories matching this topic...
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
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.
python docker kubernetes flask machine-learning information-retrieval ai grafana postgresql gcp prometheus recommender-system cloud-deployment bm25 mlops vector-database hybrid-search astradb langchain bge-embeddings
-
Updated
Nov 5, 2025 - Python
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.
-
Updated
Dec 18, 2025 - Python
Improve this page
Add a description, image, and links to the bge-embeddings topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the bge-embeddings topic, visit your repo's landing page and select "manage topics."