hagelborn

RAGatouille

Easily use and train state of the art late-interaction retrieval methods (ColBERT) in any RAG pipeline. Designed for modularity and ease-of-use, backed by research.

Scrapegraph-ai

Python scraper based on AI

lang-segment-anything

SAM with text prompt

Grounded-Segment-Anything

Grounded SAM: Marrying Grounding DINO with Segment Anything & Stable Diffusion & Recognize Anything - Automatically Detect , Segment and Generate Anything

instructor

structured outputs for llms

mlx-examples

Examples in the MLX framework

ColBERT

ColBERT: state-of-the-art neural search (SIGIR'20, TACL'21, NeurIPS'21, NAACL'22, CIKM'22, ACL'23, EMNLP'23)

dspy

DSPy: The framework for programming—not prompting—foundation models

GLiNER

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

usearch

Fast Open-Source Search & Clustering engine × for Vectors & 🔜 Strings × in C++, C, Python, JavaScript, Rust, Java, Objective-C, Swift, C#, GoLang, and Wolfram 🔍

topicwizard

Powerful topic model visualization in Python

sensitive-data-finder

AutoGPT

AutoGPT is the vision of accessible AI for everyone, to use and to build on. Our mission is to provide the tools, so that you can focus on what matters.

instructor-embedding

[ACL 2023] One Embedder, Any Task: Instruction-Finetuned Text Embeddings

FederatedGPT-Shepherd

Shepherd: A foundational framework enabling federated instruction tuning for large language models

Prompt-Engineering-Guide

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

hyperopt-sklearn

Hyper-parameter optimization for sklearn

langstream

Build robust LLM applications with true composability 🔗

alibi

Algorithms for explaining machine learning models

llama_index

LlamaIndex is a data framework for your LLM applications

llama-cpp-python

Python bindings for llama.cpp

rymscraper

Python library to extract data from rateyourmusic.com.

vllm

A high-throughput and memory-efficient inference and serving engine for LLMs

llama

Inference code for Llama models

hnswlib

Header-only C++/python library for fast approximate nearest neighbors

POT

POT : Python Optimal Transport

hyde

HyDE: Precise Zero-Shot Dense Retrieval without Relevance Labels

act

Run your GitHub Actions locally 🚀

install-poetry

Github action for installing and configuring Poetry

sklearn-pandas

Pandas integration with sklearn