awesome-aim-demos

About

This repository contains 3 demos showcasing the capabilities and features of Aim.

1. Langchain Chatbot:

   • A simple chatbot that responds to user queries.
   • Logs LLM prompts/generations, tool inputs/outputs, and chain metadata.

2. MNIST Training:

   • A basic script for training a CNN on the MNIST dataset.
   • Logs figures, images, and model performance metrics.

3. LlamaIndex Retriever:

   • A query engine tailored to answer questions over your data.
   • Logs hparams, metrics, images, figures.

For detailed instructions on how to set up and use each demo app, please refer to the individual readme files within their respective directories.

Prerequisites

• Ensure you have the latest version of Aim installed.
• Obtain and instrument an OpenAI API key.