Auto-fix security vulnerabilities in your codebase.

High-performance In-browser LLM Inference Engine

Official supported Python bindings for llama.cpp + gpt4all

Tutorial and template for a semantic search app powered by the Atlas Embedding Database, Langchain, OpenAI and FastAPI

Instruct-tune LLaMA on consumer hardware

Python client for Qdrant vector search engine

The Pinecone Python client

OpenAssistant is a chat-based assistant that understands tasks, can interact with third-party systems, and retrieve information dynamically to do so.

🦘 Explore multimedia datasets at scale

Zoomable, animated scatterplots in the browser that scales over a billion points

A lightweight end-to-end NLP and visualization platform to make WordStream.

Interact, analyze and structure massive text, image, embedding, audio and video datasets

A simple implementation of UMAP, TSNE and GDR across frameworks and libraries

The corresponding code from our paper "DeCLUTR: Deep Contrastive Learning for Unsupervised Textual Representations". Do not hesitate to open an issue if you run into any trouble!

An Elasticsearch Python ORM based on Pydantic.

The ultimate Python library in building OAuth, OpenID Connect clients and servers. JWS,JWE,JWK,JWA,JWT included.

Shape and dimension inference (Keras-like) for PyTorch layers and neural networks

solo-learn: a library of self-supervised methods for visual representation learning powered by Pytorch Lightning

Code for "Self-Attention Between Datapoints: Going Beyond Individual Input-Output Pairs in Deep Learning"

GPU & Accelerator process monitoring for AMD, Apple, Huawei, Intel, NVIDIA and Qualcomm

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

api versioning for fastapi web applications

A small set of Python functions to draw pretty maps from OpenStreetMap data. Based on osmnx, matplotlib and shapely libraries.

Python code for "Probabilistic Machine learning" book by Kevin Murphy

Qdrant - High-performance, massive-scale Vector Database and Vector Search Engine for the next generation of AI. Also available in the cloud https://cloud.qdrant.io/