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* feat(vertex_ai): add Vertex AI Gemini Live support via unified /realtime endpoint Adds VertexAIRealtimeConfig which translates the OpenAI Realtime WebSocket protocol to Vertex AI BidiGenerateContent. Supports voice in/voice out (16 kHz mic → 24 kHz speaker) and text in/text out through the proxy's /realtime endpoint. Key changes: - New litellm/llms/vertex_ai/realtime/transformation.py with VertexAIRealtimeConfig - Builds correct wss:// URL (regional + global) - OAuth2 Bearer token auth (not API key) - Full model path (projects/.../publishers/google/models/...) - Ignores session.update (Vertex AI only accepts one setup message) - realtime_api/main.py: vertex_ai branch resolves OAuth token + constructs config - llm_http_handler.py: auto-sends session setup before bidirectional_forward - gemini/realtime/transformation.py: fix crashes on empty turnComplete events - realtime_streaming.py: try/except guard so bad messages don't kill the loop - proxy_server.py: add missing websockets.exceptions import * docs: add vertex_realtime to sidebars * fix: drop unknown event types in Gemini transform; add vertex_ai health check * fix: propagate UUID fallback IDs from transform_content_done_event to return_additional_content_done_events * fix: route guardrail backend sends through provider transform; fix str.strip misuse for model prefix * fix: handle Vertex AI full resource path in session.created; route guardrail block sends through _send_to_backend * fix: remove unused VertexBase in transformation.py; apply UUID fallback in return_additional_content_done_events |
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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-proxy-extras | ||
| litellm_core_utils | ||
| litellm_utils_tests | ||
| 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.py | ||
| test_team_logging.py | ||
| test_team_members.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.