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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.