Generative AI for Startups: Anthropic Claude 3.5 Python API

سرفصل های دوره

Building Powerful Large Language Models with Anthropic Claude 3.5 Generative AI Capabilities. Hands on Projects

1. Getting Started

1. Introduction

2. Obtaining and Setting Up Your Anthropic API Key

3. Installing the Anthropic Claude 3.5 Python Library

4.1 claude3 5 intro.zip

4. Code Files Download.html

2. Messages API

1. Introduction to the Messages API for Claude 3.5

2. Deep Dive into the Messages API Functionality

3. Understanding and Configuring Maximum Token Limits

4. Implementing Custom Stop Sequences in Claude 3.5

5. Adjusting Temperature Settings for Response Variety

6. Exploring Top-P Sampling in Claude 3.5 Responses

7. Utilizing Top-K Sampling for Output Control

3. Messages API with Streaming

1. Introduction to Streaming Capabilities in Claude 3.5

2. Handling Streaming Events in Real-time Applications

3. Implementing Streaming Responses with Claude 3.5 API

4. Messages API with Images

1. Introduction to Image Processing with Claude 3.5 Messages API

2. Using Claude 3.5 to Analyze and Describe Images

3. Generating Code from Image Inputs with Claude 3.5

4. Creating Recipes from Food Images using Claude 3.5

5. Handling and Comparing Multiple Images in Claude 3.5 API

5. Messages API with JSON Mode

1. Introduction to JSON Mode in Claude 3.5 API

2. Prefilling JSON Structures for Enhanced Claude 3.5 Responses

3. Creating a Book Catalog System Using Claude 3.5s JSON Capabilities

6. Function CallingTools with Anthropic Claude 3.5

1. Introduction to Function CallingTools in Claude 3.5 API

2. Designing Effective JSON Schemas for Claude 3.5 Tools

3. Techniques for Enforcing Specific Tool Usage in Claude 3.5

7. Capstone Project Building a Stock Price Recommendations

1. Overview of the Stock Analysis Capstone Project

2. Retrieving Historical Stock Data

3. Integrating Real-Time News Feed for Stock Analysis

4. Creating Stock Price Plots for the Model

5. Creating Tools

6. Performing In-Depth Stock Analysis using Claude 3.5 Capabilities

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تولید کننده: Udemy