App allowing uploads of planning application documents, providing feedback to ensure final submission to LPA is very likely to pass.

To run locally

Install Langflow. Create a new project and import langflow/planning_analysis_v2.json. Then manually add your Anthropic, Mistral and Travily API keys to the nodes in your langflow graph.

You may need to change your Langflow API keys and endpoint in the code - in doc_handlers/transport.py

pip install -r requirements.txt
python app.py

You may also need to set up a new Azure OpenAI endpoint (I - Adam - deleted the version used for the hackathon when the hack ended)

Select your form type and upload a pdf (if you don't have langgraph working, don't select transport as your choice)

Other things which would be nice to have one day

A flow chart of the full planning process

Interesting links

Planning portal has guidance: doesnt show overall process but makes it clear how very many documents there are:

https://www.planningportal.co.uk/permission/commercial-developments