Databricks and streamlit and fast API combination

Faiçal_1979 — Mon, 18 Mar 2024 13:03:14 GMT

hello friends ! i have project where i need databricks to train eval model then put it to production

i trained model & eval in databricks i used mlflow everything is good now i have another two steps that i have zero

clue how they should be done :

usage of FAST API to send CRUD requests to my model for inference ei i send him inference test row for example and model sends me back his prediction all using FAST API GET http request
usage of Streamlit and link it to FAST API and create front end to interact with my model

if some one can guid me please help me because its soo urgent

wish you great day,

Re: Databricks and streamlit and fast API combination

RafiKurlansik — Mon, 18 Mar 2024 13:20:49 GMT

This repo has examples that you can use in your Databricks workspace for FastAPI and Streamlit. I recommend only using these for development or lightweight use cases.

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Databricks and streamlit and fast API combination

Re: Databricks and streamlit and fast API combination