Address and Intent Extractor

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The code can extract adresses from raw Turkiye earthquake tweets and classify them for intent via OpenAI GPT Codex API by using few-shot prompting.

How To Run

Currently the input format is .jsonl where each line has a json string with "Tweet" field, see an example input file here data/test.jsonl.

Export two environment variables as comma seperated keys:

export OPENAI_API_KEY_POOL=key1,key2,key3...
export GEO_KEY_POOL=key1,key2

optionally for afet org api base urls

export OPENAI_API_BASE_POOL=

To extract the geo location address information:

• Specify your paths in run_addres.sh, then run the script

./run_address.sh

To extract the intent information:

• Specify your paths in run_intent.sh, then run the script.

./run_intent.sh

To Run FastAPI Backend

• To run locally uvicorn main:app --reload

Running github actions