TextGrad: Automatic ''Differentiation'' via Text -- using large language models to backpropagate textual gradients.

🤖🌊 aiFlows: The building blocks of your collaborative AI

Python SDK, Proxy Server (LLM Gateway) to call 100+ LLM APIs in OpenAI format - [Bedrock, Azure, OpenAI, VertexAI, Cohere, Anthropic, Sagemaker, HuggingFace, Replicate, Groq]

The data and the PyTorch implementation for the models and experiments in the paper "Exploiting Asymmetry for Synthetic Training Data Generation: SynthIE and the Case of Information Extraction".

Lab Materials for the EPFL Course on Machine Learning for Behavioral Data CS-421, Spring 2022.