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autogen/samples/tools/profiler/README.md

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aprofile

aprofile is a command-line tool to profile chat messages loaded from files, json str input, and AutoGen Bench style console logs.

Installation

To install the package, clone the repository and install the dependencies.

# clone the correct repo/branch
cd samples/tools/profiler
pip install -e .

export OPENAI_API_KEY=<your key>

Usage

The tool currently provides two main commands: profile and visualize.
For example, to profile a chat log from AutoGenBench style console logs, run:

aprofile profile --agbconsole <path-to-file> --o profile.json

You can then visualize the profile using the visualize command:

aprofile visualize --json profile.json --port 8000

This will launch a simple Python HTTP server on port 8000. You can visit the website localhost:8000 in your browser to interactively visualize the data.