Title

Oracle Generative AI Agent: Multi-Format Search. Installation to Advanced Techniques

About Or Title

About This Workshop

Desc Long

We will extend the features of Oracle Generative AI Agent RAG. The sample code will allow to search documents like Word/Excel, Images, Video, Audio or Websites (using sitemaps)

The installation is automated and uses Terraform.

We’ll be able to search documents like:
- Video and Audio files using OCI Speech
- Images using OCI Vision
- TIF files (FAX) using OCI Document Understanding
- Word, Excel, Powerpoint, OpenOffice,... using OCI Functions
- Websites using Sitemap

From the 3rd lab, we will create 3 user interfaces for the above using the following tools:
- Oracle Digital Assistant
- APEX
- A python library Streamlit

The lab will also address more advanced questions like:
- How to detect that the Agent found no answer. And track it.
- How to connect to Agent from Oracle SaaS.

Workshop Length

1 hour, 30 minutes

Outline

Introduction / Architecture / Requirement
Lab 1: Installation (1 page)
Lab 2: Test installation. Upload files and search via the UI of the Agent in OCI
Lab 3: User interface :
- Oracle Digital Assistant
- APEX
- Custom Python code using Streamlit

Prerequisites

Sample - Familiarity with Database is desirable, but not required
Some understanding of cloud and database terms is helpful
Familiarity with Oracle Cloud Infrastructure (OCI) is helpful

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