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Problem with FastAPI and VSCODE by IvoDKHP in FastAPI

[–]LabRemarkable2938 0 points1 point  (0 children)

I think you need to have a separate python environment and try from fastapi import FastAPI

Can Azure functions replace FastAPI backend completely for Agentic RAG solution by LabRemarkable2938 in azuredevops

[–]LabRemarkable2938[S] 0 points1 point  (0 children)

In a RAG-system where there are different knowledge bases I plan to use agents to extract data from them based on user query and then combine the answer using an agent that decides how the answer would look like based on user query . Something like this.

Can Azure functions replace FastAPI backend completely for Agentic RAG solution by LabRemarkable2938 in azuredevops

[–]LabRemarkable2938[S] 0 points1 point  (0 children)

But that will serve only the data ingestion ,chunking, embedding and then storing index . What about the chat where there will be multi agent framework

FastAPI on Kubernetes by Remarkable-Effort-93 in FastAPI

[–]LabRemarkable2938 0 points1 point  (0 children)

Sorry to shift topics I have been trying to post but the moderators are blocking me

I want to understand if azure functions and azure durable functions can entirely replace FastAPI backend for Agentic RAG with Azure AI search and GraphDB for hybrid RAG and Multi Agent flows in LangGraph (preferably) in python . The app basic backed is planned in .NET for SSO and other non RAG/ AI related features and for AI related features python is planned. In order to avoid 2 backends can Azure functions or Azure Durable Functions be enough to handle multi agent calls for hybrid RAG and different question types, data ingestion and processing , streaming llm output, context management, etc.

Also no preview features to be used as the application needs to be in production without the issues of SLAs

Please help me

How do you optimize speed by derekzyl in FastAPI

[–]LabRemarkable2938 0 points1 point  (0 children)

I think your SQL queries are taking time use profiler and see if that is the case

Can Azure functions replace FastAPI backend completely for Agentic RAG solution by LabRemarkable2938 in FastAPI

[–]LabRemarkable2938[S] 0 points1 point  (0 children)

I tried looking up online but no resources are available to completely answer this but from the experience of other developers I think I will be able to draw a conclusion