abstract green structure that represent data streams abstract green structure that represent data streams

Hands-on GenAI with AWS: Know­ledge Bases, RAG Bots & Agents


Dis­cover how to build smart, prac­tical AI solu­tions with AWS – hands-on, focused, and ready to implement.


Back to overview


17
/07

Hands-on GenAI with AWS: Know­ledge Bases, RAG Bots & Agents


Ent­decken Sie, wie Sie mit AWS und KI smarte Lösun­gen bauen – prax­is­nah, konkret und direkt umsetzbar.
New

Must see



Descrip­tion


The webinar demon­strates how mod­ern AI solu­tions can be imple­men­ted using nat­ive AWS infra­struc­ture – from know­ledge pro­vi­sion­ing and vec­tor search to determ­in­istic agents.
Rather than focus­ing on a pure tech­no­logy com­par­ison, it high­lights con­crete archi­tec­tures and real-world use cases. Key AWS ser­vices like Bed­rock, OpenSearch Server­less, and API-based agent solu­tions will be presen­ted and inter­act­ively showcased.
Par­ti­cipants will gain hands-on insights into how these com­pon­ents can be com­bined – includ­ing archi­tec­tural over­views, code snip­pets, and eval­u­ations of each ser­vice’s suit­ab­il­ity for dif­fer­ent applic­a­tion scenarios.
The webinar is tailored for tech­nical decision-makers, archi­tects, and developers seek­ing a solid over­view of cur­rent options in the AWS ecosystem.


Share post





Register


Date: 17/07/2025 17/07/2025


Time: 11:00


Location: Online-Webinar


Price: free

Register

Experts



Lukas Schif­fers


Consultant

Agenda


Intro­duc­tion

  • Goal of the Webinar
  • Tar­get Audi­ence & Expect­a­tions for the Webinar
Vec­tor Search with OpenSearch

  • Auf­bau einer Vek­tor-Daten­bank in AWS inkl. Metadaten-Filter
  • AOS Domains vs. Serverless
  • Live-Demo: Kat­egor­is­ier­ung von Inhal­ten mit­tels Vec­tor Search
Chat­bots with AWS Bed­rock Know­ledge Base

  • Cap­ab­il­it­ies & Struc­ture of a Know­ledge Base with Bedrock
  • Com­par­ison of Dif­fer­ent Vec­tor Databases
  • Live Demo: Chat­bot for HTML-Based Content
    Agents & API-Integration

    • When Rule-Based Agents Make Sense (Poten­tial Use Cases)
    • Archi­tec­ture of a Determ­in­istic Agent
    • Live Demo: Integ­rat­ing an Agent into an Exist­ing Workflow
    Q&A & Discussion

    • Dis­cus­sion on Ques­tions, Ideas & Real-World Use Cases 
    • Over­all Over­view of the Archi­tec­ture Used


    Basic inform­a­tion


    Pre­requis­ites

    Par­ti­cipants should be famil­iar with the basics of Retrieval-Aug­men­ted Gen­er­a­tion (RAG). Exper­i­ence with AWS, embed­dings, and vec­tor search is bene­fi­cial. Tech­nical know­ledge in Python, Stream­lit, or cloud-nat­ive archi­tec­tures is not required, but can help par­ti­cipants bet­ter fol­low the live demos and examples.

    Method

    Online-Webinar

    Tar­get audience

    Cloud Archi­tects, Developers & DevOps, Tech­nical Decision-Makers, and Any­one Inter­ested in LLM/Chatbot Applic­a­tions in the AWS Environment

    Languages

    Ger­man


    Upcoming webinars and workshops


    top