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Building Grasp.study: A Product Course
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Module 2
Introduction to the Anthropic Claude API
1
How LLMs Generate Text
Explain at a high level how large language models (LLMs) generate text.
2
Choosing Your Claude: Haiku, Sonnet, or Opus?
Compare the capabilities, costs, and appropriate use cases of different Claude 3 models (e.g., Haiku, Sonnet, Opus).
Getting Started with Claude: Python SDK Setup & Authentication
Set up and authenticate with the Anthropic Claude API using the official Python SDK.
Building API Calls: System & User Messages
Construct and execute Messages API calls with system prompts and user messages.
Controlling Model Output with Parameters
Control model output by adjusting parameters like `temperature` and `max_tokens`.
6
Robust Claude API Integration: Retries and Error Handling
Implement a retry mechanism for Claude API calls and handle common API errors and rate limits.
7
Building an AI-Powered Educational Summarizer with Claude
Project Milestone: Build a Python script that takes a learning topic and generates a structured educational summary using the Claude API.
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