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A programming framework for agentic AI 🤖 PyPi: autogen-agentchat Discord: https://aka.ms/autogen-discord Office Hour: https://aka.ms/autogen-officehour
🎨 Diagram as Code for prototyping cloud system architectures
Python tool for converting files and office documents to Markdown.
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Machine Learning From Scratch. Bare bones NumPy implementations of machine learning models and algorithms with a focus on accessibility. Aims to cover everything from linear regression to deep lear…
A modular graph-based Retrieval-Augmented Generation (RAG) system
Code for the paper "Language Models are Unsupervised Multitask Learners"
Turn (almost) any Python command line program into a full GUI application with one line
Best Practices on Recommendation Systems
Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.
Open standard for machine learning interoperability
FauxPilot - an open-source alternative to GitHub Copilot server
the first library to let you embed a developer agent in your own app!
Generic automation framework for acceptance testing and RPA
Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.
Universe: a software platform for measuring and training an AI's general intelligence across the world's supply of games, websites and other applications.
Prevent cloud misconfigurations and find vulnerabilities during build-time in infrastructure as code, container images and open source packages with Checkov by Bridgecrew.
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.
Natural Language Processing Best Practices & Examples
LLM-powered multiagent persona simulation for imagination enhancement and business insights.
A code-first agent framework for seamlessly planning and executing data analytics tasks.
A next-generation curated knowledge sharing platform for data scientists and other technical professions.
[EMNLP'23, ACL'24] To speed up LLMs' inference and enhance LLM's perceive of key information, compress the prompt and KV-Cache, which achieves up to 20x compression with minimal performance loss.
Cloud-native SIEM for intelligent security analytics for your entire enterprise.
Create 🔥 videos with Stable Diffusion by exploring the latent space and morphing between text prompts