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The AI developer platform. Use Weights & Biases to train and fine-tune models, and manage models from experimentation to production.
A lightweight task engine for building stateful AI agents that prioritizes simplicity and flexibility.
🥤 RAGLite is a Python toolkit for Retrieval-Augmented Generation (RAG) with PostgreSQL or SQLite
This repository contains various advanced techniques for Retrieval-Augmented Generation (RAG) systems.
A free, open source, multi-platform SQLite database manager.
Letta (formerly MemGPT) is a framework for creating LLM services with memory.
From RAG chatbots to code assistants to complex agentic pipelines and beyond, build LLM systems that run better, faster, and cheaper with tracing, evaluations, and dashboards.
This Repository have a simple UI to work with LiteLLM API through UI
Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]
High-scale LLM gateway, written in Rust. OpenTelemetry-based observability included
RAG that intelligently adapts to your use case, data, and queries
General technology for enabling AI capabilities w/ LLMs and MLLMs
A nicer way to view SEC 13F filings data
Anthropic's Interactive Prompt Engineering Tutorial
🦛 CHONK your texts with Chonkie ✨ - The no-nonsense RAG chunking library
Sythetic data generation and normalization functions powered by LLMs
A reading list on LLM based Synthetic Data Generation 🔥
On-Call Assistant for Prometheus Alerts - Get a head start on fixing alerts with AI investigation
Python SDK for running evaluations on LLM generated responses
Seamlessly integrate LLMs as Python functions
A unified evaluation framework for large language models
A guidance language for controlling large language models.
A library for prompt engineering and optimization (SAMMO = Structure-aware Multi-Objective Metaprompt Optimization)
An open-source visual programming environment for battle-testing prompts to LLMs.
🕹️ Open-source, developer-first LLMOps platform designed to streamline prompt design, version management, instant delivery, collaboration, troubleshooting, observability and more.
Open-source tools for prompt testing and experimentation, with support for both LLMs (e.g. OpenAI, LLaMA) and vector databases (e.g. Chroma, Weaviate, LanceDB).
Web tool for generating Pydantic models from JSON objects
Test your prompts, agents, and RAGs. Red teaming, pentesting, and vulnerability scanning for LLMs. Compare performance of GPT, Claude, Gemini, Llama, and more. Simple declarative configs with comma…