SQL databases in Python, designed for simplicity, compatibility, and robustness.

A simple, easy-to-hack GraphRAG implementation

Incremental Knowledge Graphs Constructor Using Large Language Models

A rate limiter for Starlette and FastAPI

Build and query dynamic, temporally-aware Knowledge Graphs

Chat first code editor. To download the packaged app:

An open-source RAG-based tool for chatting with your documents.

Lightning-fast serving engine for AI models. Flexible. Easy. Enterprise-scale.

Tool for producing high quality forecasts for time series data that has multiple seasonality with linear or non-linear growth.

Local models support for Microsoft's graphrag using ollama (llama3, mistral, gemma2 phi3)- LLM & Embedding extraction

A modular graph-based Retrieval-Augmented Generation (RAG) system

Run PyTorch LLMs locally on servers, desktop and mobile

Implementation of focal loss in pytorch for unbalanced classification.

Company Information Tracker

BERT for hierarchical text classification on Amazon product reviews and DBpedia.

Resource list for generating JSON using LLMs via function calling, tools, CFG. Libraries, Models, Notebooks, etc.

Implementation for MatMul-free LM.

Benchmarks of request throughput of vllm and NVIDIA NIM

⚡FlashRAG: A Python Toolkit for Efficient RAG Research

🎉 performant confetti animation in the browser

Custom fastapi server packaged as docker image for Huggingface inference endpoints deployment

LLM inference in C/C++

Distribute and run LLMs with a single file.

Interactive JSON filter using jq

Kickstart your MLOps initiative with a flexible, robust, and productive Python package.

Generalist and Lightweight Model for Named Entity Recognition (Extract any entity types from texts) @ NAACL 2024

Large Action Model framework to develop AI Web Agents

Your backend, minus the hassle.