MTEB: Massive Text Embedding Benchmark

A sample app for the Retrieval-Augmented Generation pattern running in Azure, using Azure AI Search for retrieval and Azure OpenAI large language models to power ChatGPT-style and Q&A experiences.

Integrate cutting-edge LLM technology quickly and easily into your apps

A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour

Python tool for converting files and office documents to Markdown.

This repo helps you to build a team of AI agents with Autogen

Universal and Transferable Attacks on Aligned Language Models

Creating a non-player character in a game backed by generative AI that will stay focused on its goals

The Python Risk Identification Tool for generative AI (PyRIT) is an open source framework built to empower security professionals and engineers to proactively identify risks in generative AI systems.

Research and development (R&D) is crucial for the enhancement of industrial productivity, especially in the AI era, where the core aspects of R&D are mainly focused on data and models. We are commi…

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

This repository gives sample code for using AI21 Generative AI solutions for industry applications

Python audio and music signal processing library

Build LangChain Applications on AWS

LLM Comparator is an interactive data visualization tool for evaluating and analyzing LLM responses side-by-side, developed by the PAIR team.

A generative AI-powered framework for testing virtual agents.

C++ library for audio and music analysis, description and synthesis, including Python bindings

This is a workshop designed for Amazon Bedrock a foundational model service.

React components for Cloudscape Design System

Apache Doris is an easy-to-use, high performance and unified analytics database.

This repository contains sample code demonstrating various use cases leveraging Amazon Bedrock and Generative AI. Each sample is a separate project with its own directory, and includes a basic Stre…

A Comprehensive Assessment of Trustworthiness in GPT Models

FM-Leaderboard-er allows you to create leaderboard to find the best LLM/prompt for your own business use case based on your data, task, prompts

Enforce the output format (JSON Schema, Regex etc) of a language model

Universal LLM Deployment Engine with ML Compilation

High-performance In-browser LLM Inference Engine

CodeSage: Code Representation Learning At Scale (ICLR 2024)

LLRT (Low Latency Runtime) is an experimental, lightweight JavaScript runtime designed to address the growing demand for fast and efficient Serverless applications.

Storybook is the industry standard workshop for building, documenting, and testing UI components in isolation

A build system for creating cross-platform styles.