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I've searched for similar issues and couldn't find anything matching
I've discussed this feature request in the K8sGPT Slack and got positive feedback
Is this feature request related to a problem?
None
Problem Description
Managing data in code is hard for SRE people.
LangFlow offers a simple NoCode/LowCode UI to build RAG and ingest data into it.
Solution Description
I propose to build a Custom Rest Backend based on the LangFlow RAG framework.
So instead of k8sgpt auth add --backend customrest something like k8sgpt auth add --backend-url http://langfuse:8090 or k8sgpt auth add --backend langfuse --baseurl http://langfuse:8090.
LangFuse has API endpoints that we basically can use instead of an AI model backend.
Benefits
NoCode/LowCode RAG with data ingestion pipeline in the UI.
Checklist
Is this feature request related to a problem?
None
Problem Description
Managing data in code is hard for SRE people.
LangFlow offers a simple NoCode/LowCode UI to build RAG and ingest data into it.
Solution Description
I propose to build a Custom Rest Backend based on the LangFlow RAG framework.
So instead of
k8sgpt auth add --backend customrest
something likek8sgpt auth add --backend-url http://langfuse:8090
ork8sgpt auth add --backend langfuse --baseurl http://langfuse:8090
.LangFuse has API endpoints that we basically can use instead of an AI model backend.
Benefits
NoCode/LowCode RAG with data ingestion pipeline in the UI.
Potential Drawbacks
No response
Additional Information
https://github.com/langflow-ai/langflow
https://github.com/langflow-ai/langflow-helm-charts
https://docs.k8sgpt.ai/tutorials/custom-rest-backend/
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