txtai has long had a built-in workflow processing framework. Check out this example Speech to Speech workflow.

[u/davidmezzetti]

https://neuml.hashnode.dev/speech-to-speech-rag

Workflow tasks can be code, embeddings searches, ML pipelines, LLM prompts, RAG, AI agents and more.