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How to use Claude API Python


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The Claude API, developed by Anthropic, allows developers to integrate the powerful Claude language model into their applications. To use the Claude API in Python:

1. Install the Anthropic Python package: `pip install anthropic`[1][2]

2. Obtain an API key from the Anthropic console (console.anthropic.com) and set it as an environment variable `ANTHROPIC_API_KEY`.[1][2]

3. Create a client object using the API key:

python
import os
import anthropic
client = anthropic.Anthropic(api_key=os.environ["ANTHROPIC_API_KEY"])
[1][2]

4. Use the client object to generate text completions:

python
completion = client.completions.create(
    model="claude-2.1",
    max_tokens_to_sample=300,
    prompt=f"{anthropic.HUMAN_PROMPT} What is the Matthew effect? {anthropic.AI_PROMPT}"
)
print(completion.completion)
[1][2]

The newer Claude 3 model uses the Messages API instead of the Completions API, so the usage is slightly different.[2]

The Anthropic API also supports asynchronous requests for more efficient and scalable performance.[1]

Additionally, there is an unofficial Claude API Python package available on GitHub that provides a simple interface to interact with the Claude AI model.[4]

Citations:
[1] https://www.datacamp.com/tutorial/getting-started-with-the-claude-2-and-the-claude-2-api
[2] https://www.datacamp.com/tutorial/getting-started-with-claude-3-and-the-claude-3-api
[3] https://www.youtube.com/watch?v=ffkub9lnM1o
[4] https://github.com/KoushikNavuluri/Claude-API
[5] https://www.youtube.com/watch?v=vYQ6yC2Sy4s