~/talk

Beyond Chatbots: How Amazon Bedrock Agents Drive Enterprise AI

Talkat Conf42 Machine Learning 2025 · on Thursday, 2025-05-08· [ai-assisted-development]
slides:none on file

Claim: Amazon Bedrock Agents run managed, production-grade multi-agent workflows that orchestrate tools, knowledge bases and models with built-in observability. Demo builds an investment research assistant composed of three collaborators that query a Bedrock knowledge base of Amazon 10‑Ks, call web search and Yahoo Finance APIs, run analyses in a code sandbox and return analyst price ranges. The system executes a 43-step trace in ~3 minutes, supports memory, action groups and MCP connections, and produces concrete outputs like competitor lists and a $200–$261 analyst range.

AI-written summary · about

  1. 0:00Introduction and Overview
  2. 0:22Understanding AI Agents
  3. 2:24The Rise of AI Agents
  4. 6:06AWS Generative AI Stack
  5. 8:15Amazon Bedrock Agents
  6. 15:02Challenges in Building AI Agents
  7. 17:03Amazon Bedrock Agents Capabilities
  8. 22:19Multi-Agent Collaboration
  9. 27:26Demo: Investment Research Assistant
  10. 42:17Conclusion and Contact Information
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