Stars
Laminar - Open-source DataDog + PostHog for AI agents / RAG apps. Fast, reliable and insightful. Written in Rust 🦀. YC S24.
A programming framework for agentic AI 🤖
TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.
AutoEvals is a tool for quickly and easily evaluating AI model outputs using best practices.
Clean, modern, Python 3.6+ code generator & library for Protobuf 3 and async gRPC
A prompting library for large language models
Aider's refactoring benchmark exercises based on popular python repos
highlight.io: The open source, full-stack monitoring platform. Error monitoring, session replay, logging, distributed tracing, and more.
DataChain 🔗 AI-dataframe to enrich, transform and analyze data from cloud storages for ML training and LLM apps
Converts text input or URL into knowledge graph and displays
Low-level unprivileged sandboxing tool used by Flatpak and similar projects
Label Studio is a multi-type data labeling and annotation tool with standardized output format
WikiChat is an improved RAG. It stops the hallucination of large language models by retrieving data from a corpus.
A realtime and indexing and structured extraction engine for Unstructured Data to build Generative AI Applications
Official Implementation of "Multi-Head RAG: Solving Multi-Aspect Problems with LLMs"
LLMs build upon Evol Insturct: WizardLM, WizardCoder, WizardMath
Neo4j graph construction from unstructured data using LLMs
[NeurIPS 2023] Reflexion: Language Agents with Verbal Reinforcement Learning
Official implementation for the paper "Detecting and Mitigating Contextual Hallucinations in Large Language Models Using Only Attention Maps"
Transform JSON objects using vector embeddings
A framework for serving and evaluating LLM routers - save LLM costs without compromising quality!
💡 All-in-one open-source embeddings database for semantic search, LLM orchestration and language model workflows
An AI agent that writes (actually useful) code for you
Open Source, Language Agnostic Automatic Test Generation + LLM Mutation Testing