~/talk

Building a Domain Specific GenAI Chatbot with Serverless

Talkat GOTO Chicago 2024 · 2024-10-21..10-22· [serverless, ai-assisted-development]
slides:none on file

Claims that serverless + RAG makes domain-specific GenAI practical and demonstrates it end-to-end: uses Amazon Bedrock (converse API) for LLM calls, Amazon Kendra for embeddings and retrieval, DynamoDB for conversation history, Step Functions to orchestrate parallel Kendra/DynamoDB queries and a Lambda that streams chunks back over an API Gateway WebSocket; deployment via SAM. Demo builds a working chatbot that indexes serverlessland, answers EDA questions and generates SAM/CDK snippets, and supports up to a two‑hour websocket session.

AI-written summary · about

  1. 0:00Intro
  2. 3:13Agenda
  3. 3:48Terminology
  4. 11:01Architectural options
  5. 23:52Demo
  6. 42:49Wrap
  7. 43:15Outro
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