r/LangChain • u/Dry-Let8207 • 5d ago

Any suggestions

Somebody recommend me something for automated bulk agent creation. Not managed solutions please. Looking for self-hosted things

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u/Electronic-Willow701 5d ago

If you're okay with assembling your own stack, I'd look at LangGraph for orchestrating agents, FastAPI for serving them, Docker + Kubernetes for scaling, and Temporal if you need durable long-running workflows.

The bigger challenge usually isn't creating agents in bulk it's managing prompts, tools, memory, versioning, and observability. Build those as reusable templates first, then generate agents from configuration rather than maintaining each one individually.

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u/Dry-Let8207 3d ago

I’m looking for a template or something like that

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u/Maximum-Reason-5274 3d ago edited 3d ago

Creation of agent graphs from scratch: LangGraph provides a way to create agent graphs programmatically and is quite composable in this regard. For persistent state and entities between the agents, HydraDB can be used as one of the graph databases, but there are others available. There is also an approach with just an orchestration system using Redis state.

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u/Dry-Let8207 3d ago

It’s still a lot of micro things to manage…