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AI Observability & Evaluation

Jupyter Notebook 4,860 356 Updated Feb 27, 2025

A generative AI-powered framework for testing virtual agents.

Python 183 28 Updated Dec 24, 2024

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.

Java 9,853 5,720 Updated Feb 25, 2025

Get your documents ready for gen AI

Python 22,872 1,311 Updated Feb 27, 2025

A collection of code snippets from the publication Daily Dose of Data Science on Substack: http://www.dailydoseofds.com/

Jupyter Notebook 847 205 Updated Nov 30, 2023

Example Jupyter notebooks 📓 and code scripts 💻 for using Amazon Bedrock Agents 🤖 and its functionalities

Python 227 69 Updated Feb 25, 2025

Task-Aware Agent-driven Prompt Optimization Framework

Python 2,850 236 Updated Jan 10, 2025

The fastai book, published as Jupyter Notebooks

Jupyter Notebook 22,649 8,718 Updated Aug 16, 2024

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

Jupyter Notebook 40,942 5,499 Updated Feb 26, 2025

Python tool for converting files and office documents to Markdown.

HTML 39,130 1,809 Updated Feb 21, 2025

Replace 'hub' with 'ingest' in any github url to get a prompt-friendly extract of a codebase

Python 6,754 531 Updated Feb 25, 2025

Simple, unified interface to multiple Generative AI providers

Python 11,484 1,110 Updated Feb 18, 2025

A collection of autonomous agents 🤖️ powered by LLM.

514 34 Updated Jan 16, 2025

Composio equip's your AI agents & LLMs with 100+ high-quality integrations via function calling

Python 14,859 4,242 Updated Feb 27, 2025

🐙 Guides, papers, lecture, notebooks and resources for prompt engineering

MDX 53,683 5,238 Updated Jan 21, 2025

Drop in a screenshot and convert it to clean code (HTML/Tailwind/React/Vue)

Python 68,681 8,437 Updated Feb 25, 2025

Examples and guides for using the OpenAI API

MDX 62,026 9,999 Updated Feb 20, 2025

This repo includes ChatGPT prompt curation to use ChatGPT and other LLM tools better.

HTML 120,963 16,257 Updated Feb 19, 2025

🧊 Open source LLM observability platform. One line of code to monitor, evaluate, and experiment. YC W23 🍓

TypeScript 3,335 330 Updated Feb 27, 2025

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).

Python 2,804 236 Updated Aug 15, 2024

🪢 Open source LLM engineering platform: LLM Observability, metrics, evals, prompt management, playground, datasets. Integrates with LlamaIndex, Langchain, OpenAI SDK, LiteLLM, and more. 🍊YC W23

TypeScript 8,884 814 Updated Feb 26, 2025

Evidently is ​​an open-source ML and LLM observability framework. Evaluate, test, and monitor any AI-powered system or data pipeline. From tabular data to Gen AI. 100+ metrics.

Jupyter Notebook 5,761 633 Updated Feb 26, 2025

Fiddler Auditor is a tool to evaluate language models.

Python 176 20 Updated Mar 11, 2024

AI orchestration framework to build customizable, production-ready LLM applications. Connect components (models, vector DBs, file converters) to pipelines or agents that can interact with your data…

Python 19,464 2,066 Updated Feb 27, 2025

LlamaIndex is the leading framework for building LLM-powered agents over your data.

Python 39,358 5,609 Updated Feb 27, 2025

A collection of projects designed to help developers quickly get started with building deployable applications using the Anthropic API

TypeScript 7,740 1,315 Updated Feb 27, 2025

Automated Evaluation of RAG Systems

Python 552 58 Updated Nov 4, 2024

Educational framework exploring ergonomic, lightweight multi-agent orchestration. Managed by OpenAI Solution team.

Python 18,906 2,014 Updated Oct 15, 2024

A collection of prompts, system prompts and LLM instructions

HTML 2,012 286 Updated Feb 26, 2025

Pipelines: Versatile, UI-Agnostic OpenAI-Compatible Plugin Framework

Python 1,485 446 Updated Feb 24, 2025
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