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Ishaan JaffandGitHub 04dc1a5351 [Feat] Add support for returning images with gemini/gemini-2.5-flash-image-preview with /chat/completions (#13983) 
* add gemini-2.5-flash-image-preview

* add gemini-2.5-flash-image-preview

* add image in ChatCompletionResponseMessage

* test_gemini_image_generation_async

* Revert "Merge pull request #13394 from Deviad/feature/enhance_logging_for_containers"

This reverts commit 539b94ad4e, reversing
changes made to 71af7bcf9c.

* include `image` in Delta

* fix _process_candidates should show the image response

* fix: _handle_special_delta_attributes

* test_gemini_image_generation_async_stream

* image_generation_chat

* UI - allow looking at generated images from /chat/completions

* _create_streaming_choice

* fix import StreamingChoices

* fix ChatCompletionResponseMessage

* test_gemini_image_generation

* add gemini img migration

* fix _extract_candidate_metadata

* ui fix

* fix batch endpoint test
2025-08-27 16:16:19 -07:00
..
basic_proxy_startup_tests
(fix) don't block proxy startup if license check fails & using prometheus (#6839)
2024-11-20 17:55:39 -08:00
batches_tests
[Perf] Improvements for Async Success Handler (Logging Callbacks) - Approx +130 RPS (#13905)
2025-08-23 13:13:23 -07:00
code_coverage_tests
bump up boto3 and aioboto3 versions (#13665)
2025-08-15 17:06:08 -07:00
documentation_tests
Litellm dev 12 28 2024 p1 (#7463)
2024-12-28 20:26:00 -08:00
enterprise
test mapped test fixes
2025-08-23 17:04:23 -07:00
guardrails_tests
feat: Add Pillar Security guardrail integration (#12791)
2025-07-22 23:17:33 -07:00
image_gen_tests
[Bug Fix] LLM Translation - Allow using dynamic api_key for image generation requests (#14007)
2025-08-27 10:51:24 -07:00
litellm/llms/gradient_ai/chat
Add digitalocean provider (#12169)
2025-08-09 16:26:33 -07:00
litellm_utils_tests
Merge pull request #13808 from mainred/validate_api_version
2025-08-22 23:59:38 -07:00
litellm-proxy-extras
Prisma Migrate - support setting custom migration dir (#10336)
2025-04-26 12:05:06 -07:00
llm_responses_api_testing
[Perf] Improvements for Async Success Handler (Logging Callbacks) - Approx +130 RPS (#13905)
2025-08-23 13:13:23 -07:00
llm_translation
[Feat] Add support for returning images with gemini/gemini-2.5-flash-image-preview with /chat/completions (#13983)
2025-08-27 16:16:19 -07:00
load_tests
test: test_embedding_performance
2025-05-14 21:31:07 -07:00
local_testing
[Bug] Fix: Vertex Mistral not working for streaming (#13952)
2025-08-25 17:39:40 -07:00
logging_callback_tests
[Perf] Improvements for Async Success Handler (Logging Callbacks) - Approx +130 RPS (#13905)
2025-08-23 13:13:23 -07:00
mcp_tests
[Perf] Improvements for Async Success Handler (Logging Callbacks) - Approx +130 RPS (#13905)
2025-08-23 13:13:23 -07:00
multi_instance_e2e_tests
(e2e testing) - add tests for using litellm /team/ updates in multi-instance deployments with Redis (#8440)
2025-02-10 19:33:27 -08:00
old_proxy_tests/tests
test: update tests to new deployment model (#10142)
2025-04-18 14:22:12 -07:00
openai_endpoints_tests
[Feat] Add support for returning images with gemini/gemini-2.5-flash-image-preview with /chat/completions (#13983)
2025-08-27 16:16:19 -07:00
otel_tests
test_bedrock_guardrail_triggered
2025-07-09 17:05:06 -07:00
pass_through_tests
test: update test - anthropic returns input tokens in final usage chunk now
2025-08-16 12:31:52 -07:00
pass_through_unit_tests
[Bug fix] - Fix /messages fallback from Anthropic API -> Bedrock API (#13946)
2025-08-25 13:44:54 -07:00
proxy_admin_ui_tests
Fix e2e test (#12549)
2025-07-12 10:42:57 -07:00
proxy_security_tests
(Security fix) - remove code block that inserts master key hash into DB (#8268)
2025-02-05 17:25:42 -08:00
proxy_unit_tests
[Feat] GEMINI CLI - Add Token Counter for VertexAI Models (#13558)
2025-08-12 20:53:47 -07:00
router_unit_tests
[Perf] Improvements for Async Success Handler (Logging Callbacks) - Approx +130 RPS (#13905)
2025-08-23 13:13:23 -07:00
scim_tests
[Feat SSO] Add LiteLLM SCIM Integration for Team and User management (#10072)
2025-04-16 19:21:47 -07:00
spend_tracking_tests
test_long_term_spend_accuracy_with_bursts
2025-03-31 21:09:29 -07:00
store_model_in_db_tests
[MCP Gateway] fix auth on ui for bearer servers (#13312)
2025-08-06 09:46:10 -07:00
test_litellm
[Feat] Add support for returning images with gemini/gemini-2.5-flash-image-preview with /chat/completions (#13983)
2025-08-27 16:16:19 -07:00
unified_google_tests
[Perf] Improvements for Async Success Handler (Logging Callbacks) - Approx +130 RPS (#13905)
2025-08-23 13:13:23 -07:00
vector_store_tests
[Bug Fix] Bedrock KB - Using LiteLLM Managed Credentials for Query (#13787)
2025-08-19 15:39:36 -07:00
windows_tests
[Bug Fix] UnicodeDecodeError: 'charmap' on Windows during litellm import (#10542)
2025-05-03 21:31:05 -07:00
__init__.py
[Feat] Add github co-pilot as a new LLM API provider (#12325)
2025-07-04 13:12:16 -07:00
gettysburg.wav
…
large_text.py
…
openai_batch_completions.jsonl
feat(router.py): Support Loadbalancing batch azure api endpoints (#5469)
2024-09-02 21:32:55 -07:00
README.MD
add bedrock llama vision support + cohere / infinity rerank - 'return_documents' support (#8684)
2025-02-20 21:23:54 -08:00
test_budget_management.py
Update enduser spend and budget reset date based on budget duration (#8460)
2025-06-08 08:39:14 -07:00
test_callbacks_on_proxy.py
…
test_config.py
fix testing - langfuse apis are flaky, we unit test team / key based logging in test_langfuse_unit_tests.py
2024-12-03 11:24:36 -08:00
test_debug_warning.py
…
test_end_users.py
test: run test earlier to catch error
2025-03-27 23:08:52 -07:00
test_entrypoint.py
(fix) clean up root repo - move entrypoint.sh and build_admin_ui to /docker (#6110)
2024-10-08 11:34:43 +05:30
test_fallbacks.py
Ollama Chat - parse tool calls on streaming (#11171)
2025-05-27 16:14:49 -07:00
test_health.py
…
test_keys.py
test: temporarily skip test due to change testing model change - need to update test for new model
2025-05-09 09:02:08 -07:00
test_logging.conf
feat(proxy_cli.py): add new 'log_config' cli param (#6352)
2024-10-21 21:25:58 -07:00
test_models.py
Add model access groups on UI (#11719)
2025-06-13 21:20:25 -07:00
test_openai_endpoints.py
test_chat_completion_ratelimit
2025-07-30 23:12:11 -07:00
test_organizations.py
UI - fix adding vertex models with reusable credentials + fix pagination on keys table + fix showing org budgets on table (#10528)
2025-05-03 08:16:53 -07:00
test_passthrough_endpoints.py
…
test_ratelimit.py
(Refactor / QA) - Use LoggingCallbackManager to append callbacks and ensure no duplicate callbacks are added (#8112)
2025-01-30 19:35:50 -08:00
test_resource_cleanup.py
Fix: Properly close aiohttp client sessions to prevent resource leaks (#12251)
2025-07-09 09:25:17 -07:00
test_spend_logs.py
(feat) - track org_id in SpendLogs (#8253)
2025-02-04 21:08:05 -08:00
test_team_logging.py
test: skip flaky test
2024-11-22 19:23:36 +05:30
test_team_members.py
test: add more unit testing for team member endpoints (#8170)
2025-02-01 11:23:00 -08:00
test_team.py
build: publish new litellm-proxy-extras file
2025-05-27 17:44:23 -07:00
test_users.py
test: fix imports
2025-05-26 22:06:53 -07:00

README.MD

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.

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