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ID-based RAG FastAPI: Integration with Langchain and PostgreSQL
rag_api is an open-source REST API for building Retrieval-Augmented Generation (RAG) systems using LLMs like GPT. It lets users index documents, search semantically, and retrieve relevant content for use in generative AI workflows. Designed for rapid prototyping, it is ideal for chatbot development, document assistants, and knowledge-based LLM apps.
This is attempt to make an open source bookmarking system that supports tagging, distributed data storage, genetic "splicing" of strains of bookmarking tags and much more!
This software registers all the music files stored on CD's, hard drives, DVD's, etc. It will scan every media that you provide, and let you organize the files by artist, album, etc, with search and tagging facilities. Written in Python, GTK and MySQL.
madman administrates digitial music archives nicely: madman is a powerful digital music cataloging tool that is capable of flexible querying, tagging and organizing huge amounts of digital music.