Title

Deploy an ODA Chatbot powered by Generative AI Agents

About Or Title

About This Workshop

Desc Long

To get information about something that is maintained in internal documents may not be possible, or the Large language Model (LLM) might hallucinate (that is - generates responses that are nonsensical, factually incorrect, or disconnected from the user’s question).
The reason is – in most of the cases, the base LLM (that powers these Generative AI chatbots) have been trained earlier on old public data, so it does not have the knowledge about any restricted information. And re-training the base LLM with new data is a very resource / time consuming process.
This solution enables developers to perform GenAI RAG on custom PDF documents (stored in OCI Object Storage) using the OCI Generative AI Agent Service.

Workshop Length

3 hours

Outline

Lab 1 - (optionally) Provision Infrastructure via Terraform
Lab 2 - Provision Generative AI Agents Service
Lab 3 - Setup OCI Digital Assistant (ODA)
Lab 4 -Setup OCI Visual Builder (VB)
Lab 5 - Demo User Experience
Lab 6 - (optional) Explore Functions in Depth

Prerequisites

* An Oracle Cloud Account
* Access to a Region where the Agent service is available: Chicago
* Must have an Administrator Account or Permissions to manage several OCI Services: Generative AI Agents, Digital Assistant, Visual Builder, Object Storage, Functions, OCIR, Logging, APM, Network, Dynamic Groups, Policies, IDCS/Identity Domain Confidential Applications, Resource Manager
* Familiarity with Oracle Cloud Infrastructure (OCI) is helpful

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