Task-Aware Agent-driven Prompt Optimization Framework

Task-Aware Agent-driven Prompt Optimization Framework

This repository hosts the Reference Guide for Quantum Computing, a Microsoft Garage project

A unified evaluation framework for large language models

A Json based Rules Engine with extensive Dynamic expression support

LLM-powered multiagent persona simulation for imagination enhancement and business insights.

A code-first agent framework for seamlessly planning and executing data analytics tasks.

All things prompt engineering

Build high-quality LLM apps - from prototyping, testing to production deployment and monitoring.

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

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

The SBOM tool is a highly scalable and enterprise ready tool to create SPDX 2.2 compatible SBOMs for any variety of artifacts.

KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge ba…

Practical course about Large Language Models.

Practical course about Large Language Models.

Collection of awesome LLM apps with AI Agents and RAG using OpenAI, Anthropic, Gemini and opensource models.

Implement a ChatGPT-like LLM in PyTorch from scratch, step by step

Open source business application platform for fast development

The paper list of the 86-page paper "The Rise and Potential of Large Language Model Based Agents: A Survey" by Zhiheng Xi et al.

A collection of LLM papers, blogs, and projects, with a focus on OpenAI o1 🍓 and reasoning techniques.

Learn how to design, develop, deploy and iterate on production-grade ML applications.

This repository showcases various advanced techniques for Retrieval-Augmented Generation (RAG) systems. RAG systems combine information retrieval with generative models to provide accurate and cont…

A curated awesome list of lists of interview questions. Feel free to contribute! 🎓

Create Customized Software using Natural Language Idea (through LLM-powered Multi-Agent Collaboration)

Code for paper "Beyond Natural Language: LLMs Leveraging Alternative Formats for Enhanced Reasoning and Communication"

Course to get into Large Language Models (LLMs) with roadmaps and Colab notebooks.

Question and Answer based on Anything.

Build and share delightful machine learning apps, all in Python. 🌟 Star to support our work!

Notebooks & Example Apps for Search & AI Applications with Elasticsearch