Fuzzify backend

To start the api to the backend:

Running the App Locally

To start the application on localhost, use the following command:

uvicorn api:app --reload

To tunnel the local host to global static ip that the app sends request to

To connect using a static IP, run:

ngrok tunnel --label edge=edghts_2pPvGTg0WJve7kKBZfqbMRpjOuP http://localhost:8000

The LLMs:

the fine tuned llms are structured to be hosted locally on lm studio or other such llm running tools, the files alt_ipa.py and alt_name.py describes the way to request to this hosted lmstudio server, currently the code base is set to work even if the llms are offline but suggestions when adding names may not work

The database:

due to upload size limitations, the vector database(vdb) is not uploaded in this repo and thus starting the code directly would need to download the entire folder vdb(epi) from https://drive.google.com/drive/folders/13dtmtGPrh93L6Qbn04mb1B6XUrK7C967?usp=sharing if u want to instead create your own database follow the chromadb.ipynb, it is well documented and contains code to control the entire backend