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Add observability and security part of the providers #91

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subramanya1997 opened this issue Nov 28, 2024 · 2 comments
Open

Add observability and security part of the providers #91

subramanya1997 opened this issue Nov 28, 2024 · 2 comments

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@subramanya1997
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It would be great to see basic observability and security features integrated directly into BaseProvider class.

Observability:

  1. Logging: Track API calls, errors, and performance metrics for better debugging.
  2. Tracing: Integrate with OpenTelemetry for distributed tracing across providers.
  3. Metrics: Expose latency, throughput, and error rates to monitor provider performance.

Security:

  1. Input Validation: Mitigate risks like prompt injection and ensure PII masking.
  2. Response Filtering: Enable moderation to filter sensitive or unsafe outputs.

These features would enhance reliability, transparency, and safety.

@abhiramvad
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Can i pick this up?

@abhiramvad
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Added this Pull Request for logging and observability. Will add a PR for security and performance metrics once this is merged

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