somm
Self-hosted LLM telemetry, routing, and intelligence loop.
The main library: SommLLM — one call wraps telemetry, provider routing
across ten providers, tool calling, streaming, embeddings, multimodal
dispatch, cost tracking, budget gates, online evaluation, durable eval
gates, prompt optimization proposals, experiment campaigns, and
cross-project model memory (the sommelier). Zero-config, privacy-first,
no phone-home.
import somm
llm = somm.llm(project="my_app")
result = llm.generate(prompt="Reply with exactly: pong", workload="ping")
print(result.text, result.provider, result.cost_usd)
Full documentation, design docs, and examples live in the somm repository.
1 maintainer
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