Create Grounded Modellverbindungen with Amazon Bedrock RAG capability
- Zuletzt aktualisiert2024/11/11
Create Grounded Modellverbindungen with Amazon Bedrock RAG capability
Create Grounding durch Wissensdatenbank Modellverbindungen using the native RAG (Retrieval Augmented Generation) capability from Amazon Bedrock to generate accurate and contextually relevant information referenced from Amazon Wissensdatenbank.
We are now offering you the option to create Modellverbindungen using the Amazon Bedrock-RAG capability. A search query on RAG retrieves relevant chunks of content from large-data-sets which are relevant and accurate to the provided context. After retrieving the relevant information, the model uses it to generate a response.
A few things to consider
- To use the Amazon Bedrock-RAG capability, you would first create a Knowledge Base in Amazon Bedrock before creating the Grounding durch Wissensdatenbank Modellverbindung.
- To use additional models from Amazon Bedrock that are not available for selection when creating a Modellverbindung, you would have to procure the Model ID and the Model ARN from the supported models of Amazon Bedrock.
Vorbereitungen
- 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. Allow users with the Bot Creator license to disable data logging when using AI Skills to enable the Data logging toggle in the KI-Fähigkeiten screen.
See Rollen und Berechtigungen für KI-Werkzeuge for the Automation Admin custom role permissions.
Other requirements:
- As mentioned earlier, you would first create an Amazon Wissensdatenbank to create a Grounding durch Wissensdatenbank Modellverbindung and use it successfully in an KI-Fähigkeit.
- If you want to store authentication details in a credential vault, have that information handy. See Sicherer Anmeldedatenspeicher mit dem Credential Vault.
- To test a Modellverbindung, 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: Umschalten der Geräteregistrierung zwischen Control Room-Instanzen.
- You would need access to the Recorder package and the KI-Fähigkeiten package to test the connection successfully. A test Prompt would be executed to test the Modellverbindung.
Prozedur
Nächste Maßnahme
See Erstellen Sie KI-Fähigkeiten mit Grounding durch Wissensdatenbank Modellverbindungen.
See KI-Governance.
As the next step in your sequence of tasks, go to Erstellen Sie KI-Fähigkeiten mit Grounding durch Wissensdatenbank Modellverbindungen and create an KI-Fähigkeit and connect to a Grounding durch Wissensdatenbank Modellverbindung to eventually use it in an automation.