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* feat: Singapore PDPA PII protection guardrail policy template Add Singapore Personal Data Protection Act (PDPA) guardrail support: Regex patterns (patterns.json): - sg_nric: NRIC/FIN detection ([STFGM] + 7 digits + checksum letter) - sg_phone: Singapore phone numbers (+65/0065/65 prefix) - sg_postal_code: 6-digit postal codes (contextual) - passport_singapore: Passport numbers (E/K + 7 digits, contextual) - sg_uen: Unique Entity Numbers (3 formats) - sg_bank_account: Bank account numbers (dash format, contextual) YAML policy templates (5 sub-guardrails): - sg_pdpa_personal_identifiers: s.13 Consent - sg_pdpa_sensitive_data: Advisory Guidelines - sg_pdpa_do_not_call: Part IX DNC Registry - sg_pdpa_data_transfer: s.26 overseas transfers - sg_pdpa_profiling_automated_decisions: Model AI Governance Framework Policy template entry in policy_templates.json with 9 guardrail definitions (4 regex-based + 5 YAML conditional keyword matching). Tests: - test_sg_patterns.py: regex pattern unit tests - test_sg_pdpa_guardrails.py: conditional keyword matching tests (100+ cases) * feat: MAS AI Risk Management Guidelines guardrail policy template Add Monetary Authority of Singapore (MAS) AI Risk Management Guidelines guardrail support for financial institutions: YAML policy templates (5 sub-guardrails): - sg_mas_fairness_bias: Blocks discriminatory financial AI (credit/loans/insurance by protected attributes) - sg_mas_transparency_explainability: Blocks opaque/unexplainable AI for consequential financial decisions - sg_mas_human_oversight: Blocks fully automated financial decisions without human-in-the-loop - sg_mas_data_governance: Blocks unauthorized sharing/mishandling of financial customer data - sg_mas_model_security: Blocks adversarial attacks, model poisoning, inversion on financial AI Policy template entry in policy_templates.json with 5 guardrail definitions. Aligned with MAS FEAT Principles, Project MindForge, and NIST AI RMF. Tests: - test_sg_mas_ai_guardrails.py: conditional keyword matching tests (100+ cases) * fix: address SG pattern review feedback - Update NRIC lowercase test for IGNORECASE runtime behavior - Add keyword context guard to sg_uen pattern to reduce false positives * docs: clarify MAS AIRM timeline references - Explicitly mark MAS AIRM as Nov 2025 consultation draft - Add 2018 qualifier for FEAT principles in MAS policy descriptions - Update MAS guardrail wording to avoid release-year ambiguity * chore: commit resolved MAS policy conflicts * test: * chore: |
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| .. | ||
| a2a_protocol | ||
| anthropic_interface/exceptions | ||
| caching | ||
| completion_extras | ||
| containers | ||
| enterprise | ||
| expected_responses_api_request | ||
| experimental_mcp_client | ||
| google_genai | ||
| images | ||
| integrations | ||
| interactions | ||
| litellm_core_utils | ||
| llms | ||
| passthrough | ||
| proxy | ||
| responses | ||
| router_strategy | ||
| router_utils | ||
| secret_managers | ||
| test_router | ||
| types | ||
| vector_stores | ||
| __init__.py | ||
| conftest.py | ||
| log.txt | ||
| readme.md | ||
| test_a2a_registry_lookup.py | ||
| test_acompletion_session_reuse_e2e.py | ||
| test_add_deployment_no_master_key.py | ||
| test_aembedding_session_reuse_e2e.py | ||
| test_anthropic_beta_headers_filtering.py | ||
| test_azure_video_router.py | ||
| test_claude_haiku_4_5_config.py | ||
| test_claude_opus_4_6_config.py | ||
| test_constants.py | ||
| test_container_router.py | ||
| test_cost_calculation_log_level.py | ||
| test_cost_calculator.py | ||
| test_deepseek_model_metadata.py | ||
| test_eager_tiktoken_load.py | ||
| test_exception_exports.py | ||
| test_exception_header_preservation.py | ||
| test_exception_mapping_request_attribute.py | ||
| test_filter_out_litellm_params.py | ||
| test_gpt_image_cost_calculator.py | ||
| test_groq_streaming_encoding.py | ||
| test_lazy_imports.py | ||
| test_logging.py | ||
| test_lowest_latency_zero_tokens.py | ||
| test_main.py | ||
| test_model_param_helper.py | ||
| test_model_response_normalization.py | ||
| test_nested_drop_params.py | ||
| test_redis.py | ||
| test_responses_api_bridge_non_stream.py | ||
| test_responses_id_security.py | ||
| test_router.py | ||
| test_router_google_genai.py | ||
| test_router_model_cost_isolation.py | ||
| test_router_per_deployment_num_retries.py | ||
| test_router_redis_init.py | ||
| test_router_silent_experiment.py | ||
| test_service_logger.py | ||
| test_shared_session_integration.py | ||
| test_ssl_verify_unit.py | ||
| test_streaming_connection_cleanup.py | ||
| test_system_message_format_bug.py | ||
| test_utils.py | ||
| test_uuid_helper.py | ||
| test_video_generation.py | ||
| test_xai_responses_auto_routing.py | ||
Testing for litellm/
This directory 1:1 maps the the litellm/ directory, and can only contain mocked tests.
The point of this is to:
- Increase test coverage of
litellm/ - Make it easy for contributors to add tests for the
litellm/package and easily run tests without needing LLM API keys.
File name conventions
litellm/proxy/test_caching_routes.pymaps tolitellm/proxy/caching_routes.pytest_<filename>.pymaps tolitellm/<filename>.py