Few-Shot Error Classification

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Few-shot error classification with examples for configuration, resource, network, data, and rate limit errors with action recommendations.

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Classify errors using these examples as reference.

## Examples

**Category: Configuration Error**
Error: `ValueError: Missing required environment variable: OPENAI_API_KEY`
Explanation: Missing or invalid configuration, requires admin action.

**Category: Resource Error**
Error: `CUDA out of memory. Tried to allocate 2.00 GiB`
Explanation: Insufficient compute resources, may need scaling or optimization.

**Category: Network Error**
Error: `ConnectionError: Failed to establish connection to embedding-service:8080`
Explanation: Service unreachable, check networking or service health.

**Category: Data Error**
Error: `JSONDecodeError: Expecting value at line 1 column 1`
Explanation: Malformed input data, requires data validation fix.

**Category: Rate Limit Error**
Error: `RateLimitError: Rate limit exceeded for requests per minute`
Explanation: Too many requests, implement backoff or increase limits.

## Error to Classify
{{error_message}}

## Output
Provide category, explanation, severity, and recommended action.

Details

Category

Analysis

Use Cases

Error classificationTroubleshootingAutomated triage

Works Best With

claude-sonnet-4-20250514gpt-4o
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Few-Shot Error Classification | Promptsy