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base repository: openlayer-ai/openlayer-python
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base: v0.2.0-alpha.88
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head repository: openlayer-ai/openlayer-python
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compare: v0.2.0-alpha.89
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  • 14 commits
  • 11 files changed
  • 4 contributors

Commits on Sep 8, 2025

  1. feat: add guardrails system with PII protection 

    - Add base guardrail architecture with GuardrailAction, BlockStrategy enums
- Implement GuardrailResult dataclass for structured guardrail responses
- Create BaseGuardrail abstract class for extensible guardrail implementations
- Add PIIGuardrail using Microsoft Presidio for PII detection and redaction
- Support multiple block strategies: raise exception, return empty, return error message, skip function
- Include GuardrailRegistry for managing guardrail instances
- Add comprehensive error handling and logging

This foundational system enables flexible content filtering and protection
for AI/LLM applications with configurable actions and strategies.
    @gustavocidornelas
    Gabriel Bayomi Tinoco Kalejaiye authored and gustavocidornelas committed Sep 8, 2025
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  2. feat: integrate guardrails into tracing system 

    - Add guardrails parameter to @trace() and @trace_async() decorators
- Enhance create_step() context manager to support guardrails
- Update add_chat_completion_step_to_trace() for helper function integration
- Add global guardrails configuration via tracer.configure()
- Implement input and output guardrail processing with graceful error handling
- Add comprehensive guardrail metadata to trace steps including action flags
- Support multiple block strategies: graceful handling vs exceptions
- Enable per-call guardrail overrides and global configuration
- Maintain 100% backward compatibility with existing trace decorators

This integration enables automatic protection for both @trace() decorated
functions and LLM helper functions like trace_openai() with rich metadata
for monitoring and analysis.
    @gustavocidornelas
    Gabriel Bayomi Tinoco Kalejaiye authored and gustavocidornelas committed Sep 8, 2025
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  3. docs: add comprehensive guardrails usage examples 

    - Add trace_decorator_with_guardrails.py demonstrating @trace() with guardrails
  * Basic PII protection with different block strategies
  * Multiple guardrails with layered protection
  * Custom guardrail implementations
  * Role-based conditional guardrails

- Add trace_openai_with_guardrails.py demonstrating helper function integration
  * Global guardrails configuration for all LLM calls
  * RAG pipeline protection with automatic guardrail application
  * Application-specific guardrail configurations
  * Multi-model setups with different protection levels
  * Monitoring and analytics with comprehensive metadata

These examples provide clear guidance for implementing guardrails in
production AI applications with both decorator and helper function patterns.
    @gustavocidornelas
    Gabriel Bayomi Tinoco Kalejaiye authored and gustavocidornelas committed Sep 8, 2025
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  4. test: add guardrails integration tests and additional examples 

    - Add comprehensive test suite for guardrails functionality
- Include tests for different block strategies and error handling
- Add helper functions integration tests
- Provide additional usage examples and demonstrations

These tests ensure the guardrails system works correctly across all
integration points and usage patterns.
    @gustavocidornelas
    Gabriel Bayomi Tinoco Kalejaiye authored and gustavocidornelas committed Sep 8, 2025
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  5. refactor: simplify guardrails integration and clean up examples 

    - Remove complex guardrail logic from create_step and add_chat_completion_step_to_trace
- Simplify @trace() decorator integration to be much less intrusive
- Remove global guardrails configuration (not needed for basic functionality)
- Clean up examples to focus on core @trace() decorator usage
- Remove unnecessary test files and complex examples
- Keep only essential guardrails functionality in tracer.py

This makes the integration much cleaner and easier to review while maintaining
the core guardrails functionality for @trace() decorated functions.
    @gustavocidornelas
    Gabriel Bayomi Tinoco Kalejaiye authored and gustavocidornelas committed Sep 8, 2025
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  6. chore: cleanup unnecessary files

    @gustavocidornelas
    gustavocidornelas committed Sep 8, 2025
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  7. chore: update tracer implementation

    @gustavocidornelas
    gustavocidornelas committed Sep 8, 2025
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  8. fix: PII redaction and trace function calls

    @gustavocidornelas
    gustavocidornelas committed Sep 8, 2025
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  9. feat: introduce guardrail step typ

    @gustavocidornelas
    gustavocidornelas committed Sep 8, 2025
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  10. chore: completes OPEN-7289 write unit tests for the tracer

    @gustavocidornelas
    gustavocidornelas committed Sep 8, 2025
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  11. chore: completes OPEN-7287 remove concrete guardrail implementations

    @gustavocidornelas
    gustavocidornelas committed Sep 8, 2025
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  12. ci: fix linting issues

    @gustavocidornelas
    gustavocidornelas committed Sep 8, 2025
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  13. chore: add missing type annotations

    @gustavocidornelas
    gustavocidornelas committed Sep 8, 2025
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  14. release: 0.2.0-alpha.89

    @stainless-app
    stainless-app[bot] committed Sep 8, 2025
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