Claude 3.7 Multimodal with Reasoning Examples

This blog demonstrates Claude 3.7's multimodal capabilities combined with explicit reasoning, showcasing three different types of interactions: text, image, and document analysis.

Code is Here

Examples

1. Text Reasoning

text_thinking.ipynb demonstrates Claude's ability to solve complex problems through step-by-step reasoning:

Probability calculations
Computer science concepts
Mathematical problem-solving

2. Image Analysis

image_thinking.ipynb shows how Claude can:

Interpret complex graphs
Extract quantitative information
Reconstruct visualizations with Python code

3. Document Analysis

document_thinking.ipynb demonstrates Claude's ability to:

Read and analyze PDF documents
Explain complex academic papers
Break down technical concepts into simple terms

Usage

Each notebook can be run independently. The ClaudeThink class in claude_think.py provides the core functionality for:

Managing conversations with Claude
Handling different types of input (text, images, documents)
Displaying real-time reasoning process
Formatting responses

Enjoy!

Any opinions in this post are those of the individual author and may not reflect the opinions of AWS.

Site Terms, Privacy, and more.

Anthropic's Claude 3.7 thinking... 🤔 with multimodal content in Amazon Bedrock