Create Grounded モデル接続 with Amazon Bedrock RAG capability
- 最終更新日2024/11/11
Create Grounded モデル接続 with Amazon Bedrock RAG capability
Create ナレッジ ベースに基づく モデル接続 using the native RAG (Retrieval Augmented Generation) capability from Amazon Bedrock to generate accurate and contextually relevant information referenced from アマゾン ナレッジ ベース.
We are now offering you the option to create モデル接続 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 ナレッジ ベースに基づく
モデル接続.
See: Create アマゾン ナレッジ ベース
- To use additional models from Amazon Bedrock that are not available for selection when creating a モデル接続, you would have to procure the Model ID and the Model ARN from the supported models of Amazon Bedrock.
前提条件
- 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 AI スキル screen.
See AI ツール のロールと権限 for the Automation Admin custom role permissions.
Other requirements:
- As mentioned earlier, you would first create an アマゾン ナレッジ ベース to create a ナレッジ ベースに基づく モデル接続 and use it successfully in an AI スキル.
- If you want to store authentication details in a credential vault, have that information handy. See Credential Vault による安全な資格情報ストア.
- To test a モデル接続, you must be connected to a Bot エージェント 22.60.10 and later. As part of the test, you would have to run the Bot on your desktop. Hence ensure the Bot エージェント is configured to your user. For this task, if you have to switch connection to a different Control Room, see: Control Room インスタンス間でのデバイス登録の切り替え.
- You would need access to the レコーダー package and the AI スキル package to test the connection successfully. A test プロンプト would be executed to test the モデル接続.
手順
次のステップ
See AI スキル を ナレッジ ベースに基づく モデル接続で作成.
See AI ガバナンス.
As the next step in your sequence of tasks, go to AI スキル を ナレッジ ベースに基づく モデル接続で作成 and create an AI スキル and connect to a ナレッジ ベースに基づく モデル接続 to eventually use it in an automation.