Popular GitHub Repositories for Indexing

Fast, streaming indexing, query, and agentic LLM applications in Rust

The RAG Experiment Accelerator is a versatile tool designed to expedite and facilitate the process of conducting experiments and evaluations using Azure Cognitive Search and RAG pattern.

Microsoft's Kernel Memory StructRAG implementation

SQL Server connector for Semantic Kernel plugin and Kernel Memory

A lightweight but powerful library to build token indices for NLP tasks, compatible with major Deep Learning frameworks like PyTorch and Tensorflow.

A semantic search indexing system designed to efficiently retrieve top matching results from a database of 20 million documents. Given the embedding of a search query, it quickly identifies and returns the most relevant documents

Big Data and Machine Intelligence Course in Summer 2019.

Implementation for multi-document query-based abstractive summarisation

Docsifer is a powerful tool for converting various data formats into Markdown for applications such as indexing, text analysis, and more. It supports PDF, PowerPoint, Word, Excel, Images, Audio, HTML, and other text-based formats, and leverages LLMs to enhance performance.

A machine learning toolkit for tokenization and indexing

? iCloudVision is a web application based on Flask for syncing photos with iCloud and semantic search based on the CLIP model, with support for multithreading and converting HEIC format.

Keyphrase extraction sumarization service

pre-project indexing document

This project demonstrates how to use Llama Index with a PDF data source, focusing on embedding generation, vector storage, and query-driven response generation.

Azure Cognitive Search: Utilizando AI Search para indexa??o e consulta de Dados

LLM, Webcrawl, RAG, Embedding, Indexes, Query