Agent driven automation starting with the web. Try it: https://www.emergence.ai/web-automation-api

A toolkit for building AI agents that use devices

Automating enterprise workflows with multimodal agents

Code repo for "WebArena: A Realistic Web Environment for Building Autonomous Agents"

A guidance language for controlling large language models.

A code-first agent framework for seamlessly planning and executing data analytics tasks.

⚡ Building applications with LLMs through composability ⚡

A codebase for "Language Models can Solve Computer Tasks"

OpenML AutoML Benchmarking Framework

An experimental open-source attempt to make GPT-4 fully autonomous.

JARVIS, a system to connect LLMs with ML community. Paper: https://arxiv.org/pdf/2303.17580.pdf

BabyAGI: an Autonomous and Self-Improving agent, or BASI

Evals is a framework for evaluating OpenAI models and an open-source registry of benchmarks.

[ICLR 2023] ReAct: Synergizing Reasoning and Acting in Language Models

A fast and lightweight AutoML library.

An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyp…

Python package for AutoML on Tabular Data with Feature Engineering, Hyper-Parameters Tuning, Explanations and Automatic Documentation

A fast, distributed, high performance gradient boosting (GBT, GBDT, GBRT, GBM or MART) framework based on decision tree algorithms, used for ranking, classification and many other machine learning …

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Dask, Flink and DataFlow

A repo for a Program and Data Representation university-level course