Agents Towards Production
A collection of code-first tutorials for building production-grade generative AI agents, covering topics from stateful workflows and vector memory to deployment, security and observability.
Agents Towards Production is an open-source collection of end-to-end, code-first tutorials for building production-ready generative AI agents, aimed at taking a project from prototype to enterprise deployment.
Tutorials cover stateful workflows, vector memory, real-time web search APIs, Docker deployment, FastAPI endpoints, security guardrails, GPU scaling, browser automation, fine-tuning, multi-agent coordination, observability, evaluation and UI development, with more than two dozen production-grade tutorials in total.
It is presented mainly as Jupyter notebooks, written in Python.