About
Serendip ML builds AI agent infrastructure — the layer between LLMs and production systems.
The Stack
| Package | Purpose |
|---|---|
| llm-gent | Agent orchestration |
| llm-saia | Typed contracts for LLM outputs (12 verbs, structured responses) |
| llm-kelt | Learning loops (SFT, DPO, embeddings, feedback collection) |
| llm-infer | Multi-backend inference (vLLM, Ollama, Anthropic, OpenAI) |
| appinfra | Application infrastructure (logging, config, database) |