This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.
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The #1 AI Harness for Building Resumes, PDFs, Cover Letters & more, locally with 100+ LLMs support.
How Python does AI. Agents, realtime voice, image generation, embeddings. Every model, every interface, typed end to end.
A vector index built on TurboQuant, written in Rust with Python bindings
Topic Modelling for Humans
💡 All-in-one AI framework for semantic search, LLM orchestration and language model workflows
Official library for RaBitQ vector quantization and approximate nearest-neighbor search, in C++ and Python.
Extract knowledge from all information sources using gpt and other language models. Index and make Q&A session with information sources.
The Harmony Python library: a research tool for psychologists to harmonise data and questionnaire items. Open source.