Krish DholakiaandGitHub ad2f66b3e3 [BETA] Add OpenAI /images/variations + Topaz API support (#7700) ...

* feat(main.py): initial commit for `/image/variations` endpoint support

* refactor(base_llm/): introduce new base llm base config for image variation endpoints

* refactor(openai/image_variations/transformation.py): implement openai image variation transformation handler

* fix: test

* feat(openai/): working openai `/image/variation` endpoint calls via sdk

* feat(topaz/): topaz sync image variation call support

Addresses https://github.com/BerriAI/litellm/issues/7593

'

* fix(topaz/transformation.py): fix linting errors

* fix(openai/image_variations/handler.py): fix passing json data

* fix(main.py): image_variation/

support async image variation route - `aimage_variation`

* fix(test_get_model_info.py): fix test

* fix: cleanup unused imports

* feat(openai/): add async `/image/variations` endpoint support

* feat(topaz/): support async `/image/variations` calls

* fix: test

* fix(utils.py): fix get_model_info_helper for no model info w/ provider config

handles situation where model info is not known but provider config exists

* test(test_router_fallbacks.py): mark flaky test

* fix: fix unused imports

* test: bump otel load test perf threshold - accounts for current load tests hitting same server

2025-01-11 23:27:46 -08:00

..

.litellm_cache

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

example_config_yaml

(feat) - allow using os.environ/ vars for any value on config.yaml (#6276)

2024-10-19 09:00:27 +05:30

test_configs

Litellm ruff linting enforcement (#5992)

2024-10-01 19:44:20 -04:00

test_model_response_typing

LiteLLM Minor Fixes & Improvements (11/05/2024) (#6590)

2024-11-07 04:17:05 +05:30

adroit-crow-413218-bc47f303efc9.json

vertex testing use pathrise-convert-1606954137718

2025-01-05 14:00:17 -08:00

azure_fine_tune.jsonl

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

batch_job_results_furniture.jsonl

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

cache_unit_tests.py

(code refactor) - Add BaseRerankConfig. Use BaseRerankConfig for cohere/rerank and azure_ai/rerank (#7319)

2024-12-19 17:03:34 -08:00

conftest.py

ci(conftest.py): reset conftest.py for local_testing/ (#6657)

2024-11-08 19:14:16 +05:30

create_mock_standard_logging_payload.py

[Bug Fix]: Errors in LiteLLM When Using Embeddings Model with Usage-Based Routing (#7390)

2024-12-23 17:42:24 -08:00

data_map.txt

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

eagle.wav

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

gettysburg.wav

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

large_text.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

messages_with_counts.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

model_cost.json

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

openai_batch_completions_router.jsonl

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

openai_batch_completions.jsonl

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

speech_vertex.mp3

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

stream_chunk_testdata.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_acompletion.py

Litellm dev 01 01 2025 p2 (#7615)

2025-01-07 21:40:33 -08:00

test_acooldowns_router.py

fix(pattern_match_deployments.py): default to user input if unable to… (#6632)

2024-11-08 00:55:57 +05:30

test_add_function_to_prompt.py

LiteLLM Minor Fixes & Improvements (11/05/2024) (#6590)

2024-11-07 04:17:05 +05:30

test_add_update_models.py

(code quality) run ruff rule to ban unused imports (#7313)

2024-12-19 12:33:42 -08:00

test_alangfuse.py

Litellm dev 01 10 2025 p3 (#7682)

2025-01-10 21:56:42 -08:00

test_amazing_s3_logs.py

Revert "(perf) move s3 logging to Batch logging + async [94% faster p… (#6275)

2024-10-17 16:14:57 +05:30

test_amazing_vertex_completion.py

Litellm dev 01 06 2025 p2 (#7597)

2025-01-06 21:04:49 -08:00

test_anthropic_prompt_caching.py

Litellm dev readd prompt caching (#7299)

2024-12-18 15:13:49 -08:00

test_arize_ai.py

(feat) Arize - Allow using Arize HTTP endpoint (#6364)

2024-10-23 09:38:35 +05:30

test_assistants.py

rename llms/OpenAI/ -> llms/openai/ (#7154)

2024-12-10 20:14:07 -08:00

test_async_fn.py

refactor(sagemaker/): separate chat + completion routes + make them b… (#7151)

2024-12-10 19:40:05 -08:00

test_audio_speech.py

Litellm dev 2024 12 20 p1 (#7335)

2024-12-20 21:22:31 -08:00

test_auth_checks.py

Litellm enforce enterprise features (#7357)

2024-12-21 19:14:13 -08:00

test_auth_utils.py

LiteLLM Minor Fixes & Improvements (10/17/2024) (#6293)

2024-10-17 22:09:11 -07:00

test_azure_content_safety.py

(refactor) caching use LLMCachingHandler for async_get_cache and set_cache (#6208)

2024-10-14 16:34:01 +05:30

test_azure_openai.py

(Refactor) Code Quality improvement - remove /prompt_templates/ , base_aws_llm.py from /llms folder (#7164)

2024-12-11 00:02:46 -08:00

test_azure_perf.py

LiteLLM Minor Fixes & Improvements (11/29/2024) (#6965)

2024-12-01 05:24:11 -08:00

test_bad_params.py

(feat) Add cost tracking for /batches requests OpenAI (#7384)

2024-12-23 17:47:26 -08:00

test_basic_python_version.py

Litellm dev 01 10 2025 p2 (#7679)

2025-01-10 21:50:53 -08:00

test_batch_completion_return_exceptions.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_batch_completions.py

Litellm merge pr (#7161)

2024-12-10 22:49:26 -08:00

test_blocked_user_list.py

(docs) add docstrings for all /key, /user, /team, /customer endpoints (#6804)

2024-11-18 19:44:06 -08:00

test_braintrust.py

Litellm dev 01 07 2025 p3 (#7635)

2025-01-08 11:46:24 -08:00

test_budget_manager.py

Litellm ruff linting enforcement (#5992)

2024-10-01 19:44:20 -04:00

test_caching_handler.py

(code refactor) - Add BaseRerankConfig. Use BaseRerankConfig for cohere/rerank and azure_ai/rerank (#7319)

2024-12-19 17:03:34 -08:00

test_caching_ssl.py

(redis fix) - fix AbstractConnection.__init__() got an unexpected keyword argument 'ssl' (#6908)

2024-11-25 22:52:44 -08:00

test_caching.py

(code refactor) - Add BaseRerankConfig. Use BaseRerankConfig for cohere/rerank and azure_ai/rerank (#7319)

2024-12-19 17:03:34 -08:00

test_class.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_completion_cost.py

Litellm dev 01 11 2025 p3 (#7702)

2025-01-11 20:06:54 -08:00

test_completion_with_retries.py

fix(main.py): fix retries being multiplied when using openai sdk (#7221)

2024-12-14 11:56:55 -08:00

test_completion.py

(proxy perf improvement) - use uvloop for higher RPS (10%-20% higher RPS) (#7662)

2025-01-09 18:11:20 -08:00

test_config.py

(fix) unable to pass input_type parameter to Voyage AI embedding mode (#7276)

2024-12-17 19:23:49 -08:00

test_cost_calc.py

test(test_cost_calc.py): fix test to handle llm api errors

2024-12-24 16:49:02 -08:00

test_custom_api_logger.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_custom_callback_input.py

Litellm dev 01 02 2025 p1 (#7516)

2025-01-03 14:40:57 -08:00

test_custom_callback_router.py

Complete 'requests' library removal (#7350)

2024-12-22 07:21:25 -08:00

test_custom_llm.py

LiteLLM Minor Fixes & Improvements (01/10/2025) - p1 (#7670)

2025-01-10 17:49:05 -08:00

test_custom_logger.py

Complete 'requests' library removal (#7350)

2024-12-22 07:21:25 -08:00

test_disk_cache_unit_tests.py

LiteLLM Minor Fixes & Improvements (11/12/2024) (#6705)

2024-11-12 22:50:51 +05:30

test_dual_cache.py

(code refactor) - Add BaseRerankConfig. Use BaseRerankConfig for cohere/rerank and azure_ai/rerank (#7319)

2024-12-19 17:03:34 -08:00

test_dynamic_rate_limit_handler.py

LiteLLM Minor Fixes & Improvements (10/15/2024) (#6242)

2024-10-16 07:32:06 -07:00

test_dynamodb_logs.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_embedding.py

Litellm dev 01 10 2025 p3 (#7682)

2025-01-10 21:56:42 -08:00

test_exceptions.py

LiteLLM Minor Fixes & Improvements (12/27/2024) - p1 (#7448)

2024-12-27 19:04:39 -08:00

test_file_types.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_function_call_parsing.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_function_calling.py

Litellm dev 01 01 2025 p2 (#7615)

2025-01-07 21:40:33 -08:00

test_function_setup.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_gcs_bucket.py

use latest bucket for testing

2025-01-05 14:55:48 -08:00

test_get_llm_provider.py

Litellm dev 01 11 2025 p3 (#7702)

2025-01-11 20:06:54 -08:00

test_get_model_file.py

LiteLLM Minor Fixes & Improvements (10/05/2024) (#6083)

2024-10-05 18:59:11 -04:00

test_get_model_info.py

[BETA] Add OpenAI /images/variations + Topaz API support (#7700)

2025-01-11 23:27:46 -08:00

test_get_optional_params_embeddings.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_get_optional_params_functions_not_supported.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_google_ai_studio_gemini.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_guardrails_ai.py

LiteLLM Minor Fixes & Improvements (10/15/2024) (#6242)

2024-10-16 07:32:06 -07:00

test_guardrails_config.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_health_check.py

update - new test for test_text_completion_health_check

2024-12-28 19:36:23 -08:00

test_helicone_integration.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_hf_prompt_templates.py

(Refactor) Code Quality improvement - remove /prompt_templates/ , base_aws_llm.py from /llms folder (#7164)

2024-12-11 00:02:46 -08:00

test_http_parsing_utils.py

LiteLLM Minor Fixes & Improvements (11/27/2024) (#6943)

2024-11-28 00:32:46 +05:30

test_img_resize.py

fix: Support WebP image format and avoid token calculation error (#7182)

2024-12-12 14:32:39 -08:00

test_lakera_ai_prompt_injection.py

(refactor) caching use LLMCachingHandler for async_get_cache and set_cache (#6208)

2024-10-14 16:34:01 +05:30

test_langchain_ChatLiteLLM.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_langsmith.py

Litellm dev 11 30 2024 (#6974)

2024-12-02 21:03:33 -08:00

test_least_busy_routing.py

(router_strategy/) ensure all async functions use async cache methods (#6489)

2024-10-29 21:07:17 +05:30

test_litellm_max_budget.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_literalai.py

Litellm Minor Fixes & Improvements (10/03/2024) (#6049)

2024-10-03 18:02:28 -04:00

test_llm_guard.py

(refactor) caching use LLMCachingHandler for async_get_cache and set_cache (#6208)

2024-10-14 16:34:01 +05:30

test_load_test_router_s3.py

(refactor) caching use LLMCachingHandler for async_get_cache and set_cache (#6208)

2024-10-14 16:34:01 +05:30

test_loadtest_router.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_logfire.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_logging.py

LiteLLM Minor Fixes & Improvements (11/05/2024) (#6590)

2024-11-07 04:17:05 +05:30

test_longer_context_fallback.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_lowest_cost_routing.py

(refactor) caching use LLMCachingHandler for async_get_cache and set_cache (#6208)

2024-10-14 16:34:01 +05:30

test_lowest_latency_routing.py

(refactor) caching use LLMCachingHandler for async_get_cache and set_cache (#6208)

2024-10-14 16:34:01 +05:30

test_lunary.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_max_tpm_rpm_limiter.py

(refactor) caching use LLMCachingHandler for async_get_cache and set_cache (#6208)

2024-10-14 16:34:01 +05:30

test_mem_leak.py

LiteLLM Minor Fixes & Improvements (10/30/2024) (#6519)

2024-11-02 00:44:32 +05:30

test_mem_usage.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_mock_request.py

LiteLLM Minor Fixes & Improvements (12/23/2024) - P2 (#7386)

2024-12-23 17:41:27 -08:00

test_model_alias_map.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_model_max_token_adjust.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_multiple_deployments.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_ollama_local_chat.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_ollama_local.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_ollama.py

Litellm ollama refactor (#7162)

2024-12-10 21:45:35 -08:00

test_openai_moderations_hook.py

(refactor) caching use LLMCachingHandler for async_get_cache and set_cache (#6208)

2024-10-14 16:34:01 +05:30

test_opik.py

[Feat] Observability integration - Opik by Comet (#6062)

2024-10-10 18:27:50 +05:30

test_parallel_request_limiter.py

(minor fix proxy) Clarify Proxy Rate limit errors are showing hash of litellm virtual key (#7210)

2024-12-12 20:13:14 -08:00

test_pass_through_endpoints.py

fix test_aaapass_through_endpoint_pass_through_keys_langfuse

2024-11-21 22:05:00 -08:00

test_presidio_masking.py

Litellm dev 12 06 2024 (#7067)

2024-12-06 22:44:18 -08:00

test_profiling_router.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_prometheus_service.py

(fix) PrometheusServicesLogger _get_metric should return metric in Registry (#6486)

2024-10-29 21:29:19 +05:30

test_prometheus.py

LiteLLM Minor Fixes & Improvements (11/05/2024) (#6590)

2024-11-07 04:17:05 +05:30

test_prompt_caching.py

LiteLLM Minor Fixes & Improvements (12/05/2024) (#7037)

2024-12-05 00:02:31 -08:00

test_prompt_injection_detection.py

(refactor) caching use LLMCachingHandler for async_get_cache and set_cache (#6208)

2024-10-14 16:34:01 +05:30

test_promptlayer_integration.py

LiteLLM Minor Fixes & Improvements (11/05/2024) (#6590)

2024-11-07 04:17:05 +05:30

test_provider_specific_config.py

Litellm merge pr (#7161)

2024-12-10 22:49:26 -08:00

test_pydantic_namespaces.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_pydantic.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_register_model.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_router_batch_completion.py

(code quality) run ruff rule to ban unused imports (#7313)

2024-12-19 12:33:42 -08:00

test_router_budget_limiter.py

Support budget/rate limit tiers for keys (#7429)

2024-12-26 19:05:27 -08:00

test_router_caching.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_router_client_init.py

(fix) litellm router.aspeech (#6962)

2024-12-05 13:39:50 -08:00

test_router_cooldowns.py

Litellm dev 12 07 2024 (#7086)

2024-12-08 00:30:33 -08:00

test_router_custom_routing.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_router_debug_logs.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_router_fallback_handlers.py

Litellm router max depth (#6501)

2024-10-29 22:05:41 -07:00

test_router_fallbacks.py

[BETA] Add OpenAI /images/variations + Topaz API support (#7700)

2025-01-11 23:27:46 -08:00

test_router_get_deployments.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_router_init.py

update tests

2025-01-06 22:36:00 -08:00

test_router_max_parallel_requests.py

fix(lowest_tpm_rpm_routing.py): fix parallel rate limit check (#6577)

2024-11-05 22:03:44 +05:30

test_router_pattern_matching.py

(code quality) run ruff rule to ban unused imports (#7313)

2024-12-19 12:33:42 -08:00

test_router_policy_violation.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_router_retries.py

Litellm dev 12 14 2024 p1 (#7231)

2024-12-14 22:22:29 -08:00

test_router_tag_routing.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_router_timeout.py

fix(pattern_match_deployments.py): default to user input if unable to… (#6632)

2024-11-08 00:55:57 +05:30

test_router_utils.py

Litellm dev 12 28 2024 p2 (#7458)

2024-12-28 19:38:06 -08:00

test_router_with_fallbacks.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_router.py

Litellm dev 01 06 2025 p1 (#7594)

2025-01-06 21:26:21 -08:00

test_rules.py

Litellm ruff linting enforcement (#5992)

2024-10-01 19:44:20 -04:00

test_sagemaker.py

(Refactor) Code Quality improvement - remove /prompt_templates/ , base_aws_llm.py from /llms folder (#7164)

2024-12-11 00:02:46 -08:00

test_scheduler.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_secret_detect_hook.py

(refactor) caching use LLMCachingHandler for async_get_cache and set_cache (#6208)

2024-10-14 16:34:01 +05:30

test_simple_shuffle.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_spend_calculate_endpoint.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_stream_chunk_builder.py

LiteLLM Minor Fixes & Improvements (01/08/2025) - p2 (#7643)

2025-01-08 19:45:19 -08:00

test_streaming.py

test: cleanup test

2025-01-05 14:18:29 -08:00

test_supabase_integration.py

Litellm ruff linting enforcement (#5992)

2024-10-01 19:44:20 -04:00

test_team_config.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_text_completion.py

test: update hf test to check if client closed

2024-12-12 11:34:50 -08:00

test_timeout.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_together_ai.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_token_counter.py

fix: Support WebP image format and avoid token calculation error (#7182)

2024-12-12 14:32:39 -08:00

test_tpm_rpm_routing_v2.py

Litellm dev 12 26 2024 p4 (#7439)

2024-12-27 12:01:42 -08:00

test_traceloop.py

LiteLLM Minor Fixes & Improvements (11/05/2024) (#6590)

2024-11-07 04:17:05 +05:30

test_ui_sso_helper_utils.py

LiteLLM Minor Fixes & Improvements (10/17/2024) (#6293)

2024-10-17 22:09:11 -07:00

test_unit_test_caching.py

(code refactor) - Add BaseRerankConfig. Use BaseRerankConfig for cohere/rerank and azure_ai/rerank (#7319)

2024-12-19 17:03:34 -08:00

test_update_spend.py

(docs) add docstrings for all /key, /user, /team, /customer endpoints (#6804)

2024-11-18 19:44:06 -08:00

test_utils.py

[BETA] Add OpenAI /images/variations + Topaz API support (#7700)

2025-01-11 23:27:46 -08:00

test_validate_environment.py

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

test_wandb.py

LiteLLM Minor Fixes & Improvements (11/05/2024) (#6590)

2024-11-07 04:17:05 +05:30

test_whisper.py

Litellm dev 12 17 2024 p2 (#7277)

2024-12-17 14:05:14 -08:00

user_cost.json

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

vertex_ai.jsonl

refactor: move all testing to top-level of repo

2024-09-28 21:08:14 -07:00

vertex_batch_completions.jsonl

(feat) add Vertex Batches API support in OpenAI format (#7032)

2024-12-04 19:40:28 -08:00

vertex_key.json

ci/cd update vertex acct

2025-01-05 13:43:32 -08:00

whitelisted_bedrock_models.txt

Litellm dev 12 24 2024 p3 (#7403)

2024-12-24 18:07:53 -08:00