5246e64b98
* Add keyword-based topic blocker implementation Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Add embedding-based topic blocker using MiniLM Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Add topic blocker package init with exports Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Add synthetic engine eval set (34 cases) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Add investment questions eval set (207 cases) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Add engine eval synthetic policy config Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Add engine keyword blocker eval results Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Add investment keyword blocker eval results Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Add investment embedding blocker eval results Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Add investment embedding MiniLM eval results Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Add investment embedding MPNet eval results (historical) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Add investment TF-IDF eval results (historical) Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Add unified eval runner with confusion matrix reporting Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Add benchmarks comparison table in markdown Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Clean up topic blocker: remove unused blockers, add phrase_patterns to content filter - Remove embedding_blocker.py, api_embedding_blocker.py, nli_blocker.py, tfidf_blocker.py, onnx_blocker.py (heavy deps not in Docker, inferior accuracy) - Remove airline_off_topic_restriction policy template and its test - Fix __init__.py to only export DeniedTopic and TopicBlocker (no eager import crash) - Add phrase_patterns support to ContentFilterGuardrail for regex-based paraphrase detection - Rewrite denied_financial_advice.yaml with conditional matching (identifier + block word), always-block keywords, phrase patterns, and exception phrases - Clean up test_eval.py: only keyword blocker + content filter tests remain (no network calls) - All 207 eval cases pass at 100% F1, 0 FP, 0 FN, <0.1ms latency Addresses all Greptile review comments: - Eager import crash (embedding deps) → fixed - Undeclared dependencies → fixed (files deleted) - lru_cache memory leak → fixed (file deleted) - Real network calls in tests → fixed (embedding tests removed) - Unused Dict import → already fixed Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Add LLM-as-judge eval and update BENCHMARKS.md - Add TestInvestmentLlmJudgeGpt4oMini and TestInvestmentLlmJudgeClaude test classes that use litellm.completion() to classify messages - System prompt instructs LLM to act as airline chatbot content moderator - Tests skip gracefully when API keys aren't set - Update BENCHMARKS.md with production results table, historical comparison, and instructions for running LLM judge evals Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Move evals and benchmarks to guardrail_benchmarks folder Move eval runner, eval data (JSONL), and results from tests/test_litellm/.../topic_blocker/ into the guardrail implementation folder at litellm/.../litellm_content_filter/guardrail_benchmarks/. This keeps benchmarks co-located with the guardrail code they test. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Remove standalone topic_blocker package, consolidate into content_filter The standalone keyword_blocker.py was redundant with content_filter.py + denied_financial_advice.yaml. Removed the entire topic_blocker/ package, engine eval files, and old keyword blocker results. Simplified test_eval.py to only test ContentFilter + LLM judge baselines. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Fix compliance playground batch scoring bug, add display_name support The compliance playground was sending all texts in a single batch API call, but the content filter raises HTTPException on the first blocked text. This caused a single blocked/allowed result to be applied to all rows, producing incorrect scores (e.g. 41% instead of 100%). Fix by sending each text individually to get per-text results with progressive UI updates. Also add display_name field support for category YAML files so denied_financial_advice shows as "Denied Financial / Investment Advice" in the UI dropdown. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * Add block_investment CSV eval set and update benchmark result JSON Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> * address greptile review feedback (greploop iteration 1) Fix stale test path in denied_financial_advice.yaml comment. Other comments were on files already deleted in prior commits. Co-Authored-By: Claude Opus 4.6 <noreply@anthropic.com> --------- Co-authored-by: Claude Opus 4.6 <noreply@anthropic.com> |
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|---|---|---|
| .. | ||
| agent_tests | ||
| audio_tests | ||
| basic_proxy_startup_tests | ||
| batches_tests | ||
| code_coverage_tests | ||
| documentation_tests | ||
| enterprise | ||
| guardrails_tests | ||
| image_gen_tests | ||
| litellm | ||
| litellm_core_utils | ||
| litellm_utils_tests | ||
| litellm-proxy-extras | ||
| llm_responses_api_testing | ||
| llm_translation | ||
| load_tests | ||
| local_testing | ||
| logging_callback_tests | ||
| mcp_tests | ||
| multi_instance_e2e_tests | ||
| ocr_tests | ||
| old_proxy_tests/tests | ||
| openai_endpoints_tests | ||
| otel_tests | ||
| pass_through_tests | ||
| pass_through_unit_tests | ||
| proxy_admin_ui_tests | ||
| proxy_e2e_anthropic_messages_tests | ||
| proxy_security_tests | ||
| proxy_unit_tests | ||
| router_unit_tests | ||
| scim_tests | ||
| search_tests | ||
| spend_tracking_tests | ||
| store_model_in_db_tests | ||
| test_litellm | ||
| unified_google_tests | ||
| vector_store_tests | ||
| windows_tests | ||
| __init__.py | ||
| gettysburg.wav | ||
| large_text.py | ||
| openai_batch_completions.jsonl | ||
| README.MD | ||
| test_budget_management.py | ||
| test_callbacks_on_proxy.py | ||
| test_config.py | ||
| test_debug_warning.py | ||
| test_default_encoding_non_root.py | ||
| test_end_users.py | ||
| test_entrypoint.py | ||
| test_fallbacks.py | ||
| test_gpt5_azure_temperature_support.py | ||
| test_health.py | ||
| test_keys.py | ||
| test_litellm_proxy_responses_config.py | ||
| test_logging.conf | ||
| test_models.py | ||
| test_openai_endpoints.py | ||
| test_organizations.py | ||
| test_otel_thread_leak.py | ||
| test_passthrough_endpoints.py | ||
| test_presidio_latency.py | ||
| test_proxy_server_non_root.py | ||
| test_ratelimit.py | ||
| test_resource_cleanup.py | ||
| test_service_logger_otel.py | ||
| test_spend_logs.py | ||
| test_team_logging.py | ||
| test_team_members.py | ||
| test_team.py | ||
| test_users.py | ||
In total litellm runs 1000+ tests
[02/20/2025] Update:
To make it easier to contribute and map what behavior is tested,
we've started mapping the litellm directory in tests/test_litellm
This folder can only run mock tests.