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NirDiamant / RAG_Techniques

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. Each technique has a detailed notebook tutorial.

▲ 98/7d ★ 30k Jupyter Notebook 🔥 today
pyannote / pyannote-audio

Neural building blocks for speaker diarization: speech activity detection, speaker change detection, overlapped speech detection, speaker embedding

▲ 42/7d ★ 11k Jupyter Notebook 🔥 today
unslothai / notebooks

250+ Fine-tuning & RL Notebooks for text, vision, audio, embedding, TTS models.

★ 5.7k Jupyter Notebook 1d ago
milvus-io / bootcamp

Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.

★ 2.4k Jupyter Notebook 26d ago
damian0815 / compel

A prompting enhancement library for transformers-type text embedding systems

★ 608 Jupyter Notebook 10d ago
superlinked / VectorHub

Deprecated historical repo. Superlinked now develops SIE, a self-hosted inference engine for embeddings, reranking, OCR, extraction, and document processing.