Agent with Image Input

AWS Bedrock supports image input with models like amazon.nova-pro-v1:0. You can use this to analyze images and get information about them.

Code

cookbook/models/aws/bedrock/image_agent.py

from pathlib import Path
from agno.agent import Agent
from agno.media import Image
from agno.models.aws import AwsBedrock
from agno.tools.duckduckgo import DuckDuckGoTools

agent = Agent(
    model=AwsBedrock(id="amazon.nova-pro-v1:0"),
    tools=[DuckDuckGoTools()],
    markdown=True,
)

image_path = Path(__file__).parent.joinpath("sample.jpg")

# Read the image file content as bytes
with open(image_path, "rb") as img_file:
    image_bytes = img_file.read()

agent.print_response(
    "Tell me about this image and give me the latest news about it.",
    images=[
        Image(content=image_bytes, format="jpeg"),
    ],
)

Usage

Create a virtual environment

Open the Terminal and create a python virtual environment.

python3 -m venv .venv
source .venv/bin/activate

python3 -m venv .venv
.venv/scripts/activate

Set your AWS Credentials

export AWS_ACCESS_KEY_ID=***
export AWS_SECRET_ACCESS_KEY=***
export AWS_REGION=***

Install libraries

pip install -U boto3 duckduckgo-search agno

Add an Image

Place an image file named sample.jpg in the same directory as your script.

Run Agent

python cookbook/models/aws/bedrock/image_agent.py

python cookbook/models/aws/bedrock/image_agent.py

Examples

Agent Concepts

Models

Agent with Image Input

Code

Usage

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Code

Usage