Giter Club home page Giter Club logo

deprem_openai_apis's Introduction

Address and Intent Extractor

Please use the active remote: https://github.com/acikkaynak/deprem_openai_apis

Prompts in this repo are placeholder for the privacy reasons. Please contact us if you'd like to obtain them.

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:

./run_address.sh

To extract the intent information:

./run_intent.sh

To Run FastAPI Backend

  • To run locally uvicorn main:app --reload

Running github actions

deprem_openai_apis's People

Contributors

ekinakyurek avatar zafercavdar avatar adminametrica avatar nusretozates avatar feyzaakyurek avatar maliozer avatar tahabinhuraib avatar merveenoyan avatar

Stargazers

 avatar Ayşe Bilge Gündüz avatar Aret Camgöz avatar Gökçe Uludoğan avatar Hasan OZER avatar Gali avatar Ümit Kaan Usta avatar Emin Ozturk avatar Ahmet Sarıgün avatar  avatar Osman Nuri Okumuş avatar  avatar Yavuz Kömeçoğlu avatar Emre Can Yılmaz avatar elif şahingöz avatar  avatar  avatar Anıl avatar Kemal YETKİN avatar İslam Saka avatar  avatar Taner Sezer avatar Yasemin Savaş Yıldız avatar Tamer avatar Hüseyin Türkmenoğlu avatar Farid Haziyev avatar  avatar Mehmet Bora Ezer avatar Engin Can Sürmeli avatar baki gul avatar Volkan Altan avatar Emre Sevinç avatar muhtasham avatar Serkan Arslan avatar Resul Emre Aygan avatar  avatar Çağatay Çallı avatar Onuralp Taner avatar

Watchers

James Cloos avatar  avatar  avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. 📊📈🎉

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google ❤️ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.