/reading-agent

Primary LanguagePython

Reading Agent

prerequisites

  • python: 3.10^
  • Azure Document Intelligence

either one of the following access:

  • Azure OpenAI
  • Google Gemini
  • AWS Bedrock

Setup

Dependencies

poetry install

Backend

Azure Document Intelligence

AZURE_FORM_RECOGNIZER_API_ENDPOINT=<api endpoint>
AZURE_FORM_RECOGNIZER_API_KEY=<your azure document intelligence api key>

Azure OpenAI:

export GPT_API_KEY=<your api key>
export GPT_API_VERSION=<api version>
export GPT_DEPLOYMENT_NAME=<deployment name>
export GPT_ENDPOINT=<resource endpoint>

Google Gemini:

export GEMINI_API_KEY=<your api key>

AWS Bedrock:

AWS_ACCESS_KEY_ID=<your access key id>
AWS_SECRET_ACCESS_KEY=<your access key>
AWS_SESSION_TOKEN=<your session token>

Usage

python -m reading_agent [--logging_level="DEBUG"]

Acknowledgements

@article{lee2024readagent,
    title={A Human-Inspired Reading Agent with Gist Memory of Very Long Contexts},
    author={Lee, Kuang-Huei and Chen, Xinyun and Furuta, Hiroki and Canny, John and Fischer, Ian},
    journal={arXiv preprint arXiv:2402.09727},
    year={2024}
}