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Amazon web services – AWS Bedrock and AWS Knowledgebase,

Does anyone have an idea on how to integrate AWS Bedrock and AWS Knowledgebase on code. I have already synced my Bedrock and AWS Knowledgebase.

i am trying to make sure that the code works. and it would help alot thanks.

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  1. 0

    You will need to create an Agent within AWS Bedrock.
    You can then associate the knowledge base with the Agent so that this source of information can be used to answer questions.

    Programatically, you will need to call the AWS Bedrock API, specifically the invoke_agent method.

    Read all about it here.

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  2. 0

    To integrate AWS Bedrock and AWS Knowledgebase, you can use the AWS SDK (such as boto3 for Python) to interact with both services. Here’s an outline of how you can achieve this:

    1. Initialize AWS clients: Use boto3 to create clients for Bedrock and Knowledgebase. Ensure that your AWS credentials and region are correctly configured.
    2. Query AWS Knowledgebase: Retrieve relevant information or context based on your use case by querying the Knowledgebase.
    3. Send context to AWS Bedrock: Use the retrieved data as context to formulate a prompt, then send this prompt to Bedrock for language model processing.
      Here’s a detailed example project to get you started:

      👉 Chatbot Bedrock with FastAPI:https://github.com/Claudioleroi/chatbot-bedrock-FastApi
      This repository demonstrates how to use FastAPI to integrate AWS Bedrock and provides a structure for handling Knowledgebase queries. The code also includes examples of authentication, prompt formatting, and response handling.

    AWS , Bedrock , Knowledgebase ,
    Python , boto3 , FastAPI

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