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Starred repositories
Lighteval is your all-in-one toolkit for evaluating LLMs across multiple backends
A lightweight, local-first, and 🆓 experiment tracking library from Hugging Face 🤗
[VLDB' 25] Synthesizing High-quality Text-to-SQL Data at Scale. SynSQL-2.5M is the first million-scale cross-domain text-to-SQL dataset.
Agentar-Scale-SQL is a novel framework that leverages scalable computation to significantly improve Text-to-SQL performance.
AG-UI: the Agent-User Interaction Protocol. Bring Agents into Frontend Applications.
"RAG-Anything: All-in-One RAG Framework"
A collection of (mostly) technical things every software developer should know about
🔥 The Web Data API for AI - Turn entire websites into LLM-ready markdown or structured data
Universal memory layer for AI Agents; Announcing OpenMemory MCP - local and secure memory management.
A Living Benchmark for Machine Learning on Tabular Data
Multi-Agent System Powered by LLMs for End-to-end Multimodal ML Automation
Magic to turn Cursor/Windsurf as 90% of Devin
Model Context Protocol Servers
SoTA production-ready AI retrieval system. Agentic Retrieval-Augmented Generation (RAG) with a RESTful API.
[NeurIPS 2023] We use large language models as commonsense world model and heuristic policy within Monte-Carlo Tree Search, enabling better-reasoned decision-making for daily task planning problems.
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…
Use natural language to Generate Amazon Athena SQL queries to fetch data.
🌟 The Multi-Agent Framework: First AI Software Company, Towards Natural Language Programming
RefChecker provides automatic checking pipeline and benchmark dataset for detecting fine-grained hallucinations generated by Large Language Models.
RAGChecker: A Fine-grained Framework For Diagnosing RAG
💡 All-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows
AgentScope: Agent-Oriented Programming for Building LLM Applications
Example fasthtml applications demonstrating a range of web programming techniques
Welcome to the AWS Code Examples Repository. This repo contains code examples used in the AWS documentation, AWS SDK Developer Guides, and more. For more information, see the Readme.md file below.