From Local Helper to Cloud‑Native RAG Chatbot on Google Cloud
How we turned a fragile single‑machine RAG into a session‑aware, PostgreSQL‑backed chatbot running on Cloud Run with Vertex AI doing the heavy lifting.
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How we turned a fragile single‑machine RAG into a session‑aware, PostgreSQL‑backed chatbot running on Cloud Run with Vertex AI doing the heavy lifting.
Transforming a local Python automation into a scalable, serverless cloud application using Google Scheduler, Google Cloud Run and Telegram for on-demand execution.