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Official repository of the MIRAGE benchmark
A modular graph-based Retrieval-Augmented Generation (RAG) system
One-click deploy of a Knowledge Graph powered RAG (GraphRAG) in Azure
Convert Compute And Books Into Instruct-Tuning Datasets (or classifiers)!
MobileLLM Optimizing Sub-billion Parameter Language Models for On-Device Use Cases. In ICML 2024.
High-quality single file implementation of Deep Reinforcement Learning algorithms with research-friendly features (PPO, DQN, C51, DDPG, TD3, SAC, PPG)
Produce redistributable builds of Python
The "PyTorch" library for LLM applications.
Pongo - Mongo but on Postgres and with strong consistency benefits
A research project for natural language generation, containing the official implementations by MSRA NLC team.
Agentless🐱: an agentless approach to automatically solve software development problems
Official code for the publication "Large Language Models as Zero-shot Dialogue State Tracker through Function Calling" https//arxiv.org/abs/2402.10466
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.
🔧 Compare how Agent systems perform on several benchmarks. 📊🚀
Beating the GAIA benchmark with Transformers Agents. 🚀
A framework for serving and evaluating LLM routers - save LLM costs without compromising quality!
Superfast AI decision making and intelligent processing of multi-modal data.
🧊 The next generation Package Manager for Kubernetes 📦 Featuring a GUI and a CLI. Glasskube packages are dependency aware, GitOps ready and can get automatic updates via a central public package re…
TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.
Agent driven automation starting with the web. Discord: https://discord.gg/wgNfmFuqJF
A Dynamic Environment to Evaluate Attacks and Defenses for LLM Agents.
A natural language interface for computers