akka-samples/ask-akka-agent
An AI agent that performs a RAG workflow implemented with the Akka SDK.
The agent vectorizes and indexes documentation in MongoDB, then retrieves relevant context for LLM queries via semantic search—enabling conversational RAG with session persistence. It integrates OpenAI's API for inference, streams responses using Server-Sent Events, and deploys on Akka's cloud platform with configuration for local Docker Compose development or MongoDB Atlas production setups.
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Mar 11, 2026
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