Create Grounded Model connections with Google Vertex AI RAG capability
- 최종 업데이트2024/10/03
Create Grounded Model connections with Google Vertex AI RAG capability
Use the Google Vertex AI RAG (Retrieval Augmented Generation) capability to create Grounded by data store Model connections to generate accurate and contextually relevant information referenced from Google Data Source.
To use Google Vertex AI Grounded models for On-Premises, document chunking must be disabled in the data store.
In Cloud, the option to use Google Vertex AI Grounded by data store is currently unavailable. With the upcoming patch release, data stores with enabled document chunking will be supported to ensure optimal results in automation executions.
We are now offering you the option to create Grounded by data store Model connections using the Google Agent Builder service. A search query on the Google Data Store retrieves relevant content from large-data-sets and feeds it to the model to generate accurate response.
전제 조건
- Role: AAE_Basic, Automation Admin custom role
- Permission: Attended Bot Runner
- Settings: AI Data Management must be enabled by the Automation Admin and the check box selected for Allow users to disable logs on AI Skills option.
See Roles and permissions for AI Tools for the Automation Admin custom role permissions.
- As mentioned earlier, you would first create a Google Data Source to create a Grounded by data store Model connection and use it successfully in an AI Skill.
- If you want to store authentication details in a credential vault, have that information handy. See Credential Vault를 통한 안전한 자격증명 저장소.
- To test a Model connection, you must be connected to a Bot Agent 22.60.10 and later. As part of the test, you would have to run the bot on your desktop. Hence ensure the Bot Agent is configured to your user. For this task, if you have to switch connection to a different Control Room, see: Control Room 인스턴스 간 기기 등록 전환.
- You would need access to the Recorder package and the AI Skills package to test the connection successfully. A test Prompt would be executed to test the Model connection.
프로시저
다음 단계
As the next step in your sequence of tasks, go to Create AI Skills with Grounded by data store Model connections and create an AI Skill and connect to a Grounded by data store Model connection to use it in an automation.