Hello , Task Detail - I have existing POC made in streamlit , You will have to convert exact same logic in Fast API. While convert Fast API you have to follow or convert in to current structure of API (which i am using in existing chatbot ) Execution's time - Currently its taking too much time to load resposne due to multipel hit on API , some of hits might be need to change model. POC is connected with demo data . Fast APi need to connect with live ES. Final Delivery would be API , i will test on Postman. Must follow the structure of demo code. you have to work on GitHub. Budget - 10 ,000 INR for this task. Timeline - 1 - 2 days maximum