323cabb98d
When a Gemini model supports system messages, messages with the system role get filtered out from the list of messages, so never appended to the content (and passed as system_instructions instead). This causes a 400 error, as both generateContent and streamGenerateContent require contents (the systemInstruction object is optional). This is a quick fix that does not check whether there was a system msg or if the model supports it. It simply makes sure that if the list of messages passed to _gemini_convert_messages_with_history() yields no contents, that there is at least a single (empty space) user message set to prevent the call from failing. The potential side effect of this is that we will not fail a call lacking any message at all, but if that needs to be checked (and AFAIU the OpenAI spec messages are required) it should be done elsewhere (e.g. validate_and_fix_openai_messages() @ litellm/utils.py). PS: Applied `make format` (`poetry run black [file changed]`) only to files changed by me. The `make lint` command identified a bunch of files requiring formatting that I am not modifying as I did not touch them. |
||
|---|---|---|
| .. | ||
| basic_proxy_startup_tests | ||
| batches_tests | ||
| code_coverage_tests | ||
| documentation_tests | ||
| enterprise | ||
| guardrails_tests | ||
| image_gen_tests | ||
| litellm/llms/gradient_ai/chat | ||
| 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 | ||
| old_proxy_tests/tests | ||
| openai_endpoints_tests | ||
| otel_tests | ||
| pass_through_tests | ||
| pass_through_unit_tests | ||
| proxy_admin_ui_tests | ||
| proxy_security_tests | ||
| proxy_unit_tests | ||
| router_unit_tests | ||
| scim_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_end_users.py | ||
| test_entrypoint.py | ||
| test_fallbacks.py | ||
| test_health.py | ||
| test_keys.py | ||
| test_logging.conf | ||
| test_models.py | ||
| test_openai_endpoints.py | ||
| test_organizations.py | ||
| test_passthrough_endpoints.py | ||
| test_ratelimit.py | ||
| test_resource_cleanup.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/litellm
This folder can only run mock tests.