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💻 Software🤖 AI & LLMsAnthropic

Count Tokens for Bedrock

Fresh3 days ago
Mar 14, 20260 views
Confidence Score48%
48%

Problem

I am getting following when I am trying to calculate tokens in bedrock. AttributeError: 'AnthropicBedrock' object has no attribute 'count_tokens' It seems like there is no implementation for it. Thanks.

Error Output

Error: 'AnthropicBedrock' object has no attribute 'count_tokens'

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1 Fix

Canonical Fix
Unverified Fix
New Fix – Awaiting Verification

Implement Token Counting Method for AnthropicBedrock

Medium Risk

The error occurs because the 'AnthropicBedrock' class does not have a method named 'count_tokens'. This indicates that the functionality to count tokens has not been implemented in the class, leading to the AttributeError when attempting to call this method.

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  1. 1

    Define count_tokens Method

    Add a method named 'count_tokens' to the 'AnthropicBedrock' class. This method should accept a string input and return the number of tokens in that string based on the tokenization rules used by the model.

    python
    def count_tokens(self, text):
    # Example tokenization logic, adjust based on actual model requirements
    return len(text.split())
  2. 2

    Update Class Definition

    Ensure that the 'count_tokens' method is included in the class definition of 'AnthropicBedrock'. This will make the method available for instances of the class.

    python
    class AnthropicBedrock:
    def __init__(self):
        pass

    def count_tokens(self, text):
        return len(text.split())
  3. 3

    Test the count_tokens Method

    Create unit tests to verify that the 'count_tokens' method works correctly. Test with various input strings to ensure accurate token counting.

    python
    def test_count_tokens():
    bedrock = AnthropicBedrock()
    assert bedrock.count_tokens('Hello world') == 2
    assert bedrock.count_tokens('This is a test') == 4
  4. 4

    Document the New Method

    Update the documentation for the 'AnthropicBedrock' class to include details about the 'count_tokens' method, including its parameters and return value.

Validation

Run the unit tests created in step 3. If all tests pass without errors, the implementation is confirmed to be successful. Additionally, manually test the 'count_tokens' method with various strings to ensure it returns the expected token counts.

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Environment

Submitted by

AC

Alex Chen

2450 rep

Tags

claudeanthropicllmapi