Popular GitHub Repositories for Positional Indexing

LangChain & Prompt Engineering tutorials on Large Language Models (LLMs) such as ChatGPT with custom data. Jupyter notebooks on loading and indexing data, creating prompt templates, CSV agents, and using retrieval QA chains to query the custom data. Projects for using a private LLM (Llama 2) for chat with PDF files, tweets sentiment analysis.

Desktop app that indexes videos with AI (object detection, face recognition, emotion analysis), enables semantic search through natural language queries, and generates rough cuts

Metadata-indexer and Viewer for AI-generated images

Production-ready Inference, Ingestion and Indexing built in Rust ?

Implementation of Rotary Embeddings, from the Roformer paper, in Pytorch

Introduction to PyTorch, covering tensor initialization, operations, indexing, and reshaping.

Gurubase is an open-source RAG system that lets you create AI-powered Q&A assistants by indexing websites, PDF documents, YouTube videos, and GitHub code repositories.

RAG Time: A 5-week Learning Journey to Mastering RAG

A code repository indexing tool to supercharge your LLM experience.

Implementation of Memorizing Transformers (ICLR 2022), attention net augmented with indexing and retrieval of memories using approximate nearest neighbors, in Pytorch

Cameras as Relative Positional Encoding

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

Achieve the llama3 inference step-by-step, grasp the core concepts, master the process derivation, implement the code.

This repository provides programs to build Retrieval Augmented Generation (RAG) code for Generative AI with LlamaIndex, Deep Lake, and Pinecone leveraging the power of OpenAI and Hugging Face models for generation and evaluation.

vsag is a vector indexing library used for similarity search.

Official implementation for "DyPE: Dynamic Position Extrapolation for Ultra High Resolution Diffusion".

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.

Source code for GNN-LSPE (Graph Neural Networks with Learnable Structural and Positional Representations), ICLR 2022

[CVPR 2024] Official Implementation of "Seamless Human Motion Composition with Blended Positional Encodings".

Transformer with Untied Positional Encoding (TUPE). Code of paper "Rethinking Positional Encoding in Language Pre-training". Improve existing models like BERT.