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immogpt's Introduction

ImmoGPT: A Chatbot specified to Real Estate

ImmoGPT is an LLM based Chatbot which can be used to find a suitable property.
Currently ImmoGPT only has access to the german real estate market through ImmoScout24.
Since the ImmoScout24 API is unfortunately very expensive (at least the last time I requested a key) ImmoGPT crawls the site using a conventional web crawler.

๐Ÿš€ Quickstart

  1. run pip install -r requirements.txt
  2. Create a RapidAPI Account to get an API key which is needed to acces the GeoDB Cities API
  3. Set the RapidAPI API key as environment variable
    Windows: setx X_RapidAPI_Key 'yourkey'
    Linux / MacOS: echo "export X_RapidAPI_Key='yourkey'" >> ~/.zshrc
  4. Create a OpenAI Account to get an API key
  5. Set the OpenAI API key as environment variable
    Windows: setx OPENAI_KEY 'yourkey'
    Linux / MacOS: echo "export OPENAI_KEY='yourkey'" >> ~/.zshrc
  6. extract the cookie "reese84" from your browser, which is used to scrap https://www.immobilienscout24.de/
  7. paste the cookie in the following file ./tools/ImmoScoutScraper.py as attribute self.reese84

โœ… TODOs

  • implement logger instead of using print for better understanding and logging the behaviour of AI
  • find free and good embedding models for similarity search
  • add milvus support
  • finish tools
  • make tools microservice ?
  • refactor code
  • make code prettier

immogpt's People

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