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litellm/tests
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Cole McIntosh 41436fefa0
feat: Add Lambda AI provider support (#12817) 
* feat: add Lambda AI provider support

Add support for Lambda AI (lambda.ai) as a new LLM provider in LiteLLM. Lambda AI provides access to a wide range of open-source models through their cloud GPU infrastructure.

Changes:
- Add Lambda AI provider implementation (OpenAI-compatible)
- Register 20 Lambda AI models with accurate pricing and 131k context windows
- Add comprehensive tests for Lambda AI integration
- Add detailed documentation with usage examples
- Use "lambda_ai" as provider name to avoid Python keyword conflict

Models include Llama 3.x, DeepSeek, Hermes, Qwen, and specialized models for coding and vision tasks.

* fix(tests): ensure lambda_ai_models list is repopulated after model cost reload

Updated test cases to clear and repopulate the lambda_ai_models list after reloading the model cost map. This ensures that the tests accurately reflect the current state of available models.

* feat: add Lambda AI chat configuration support

Added support for Lambda AI chat configuration in the ProviderConfigManager. This enhancement allows the integration of Lambda AI as a provider, expanding the capabilities of LiteLLM.
2025-07-21 10:23:10 -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 openai.ConflictError 2025-07-12 17:07:21 -07:00
code_coverage_tests [Bug fix] [Bug]: Verbose log is enabled by default (#12596) 2025-07-14 20:06:16 -07:00
documentation_tests Litellm dev 12 28 2024 p1 (#7463) 2024-12-28 20:26:00 -08:00
enterprise [Prometheus] Move Prometheus to enterprise folder (#12659) 2025-07-18 11:54:47 -07:00
guardrails_tests [Feat] Bedrock Guardrails - Allow disabling exception on 'BLOCKED' action (#12693) 2025-07-17 08:46:33 -07:00
image_gen_tests feat: add input_fidelity parameter for OpenAI image generation (#12662) 2025-07-16 16:56:05 -07:00
litellm-proxy-extras Prisma Migrate - support setting custom migration dir (#10336) 2025-04-26 12:05:06 -07:00
litellm_utils_tests [Bug Fix] Always include tool calls in output of trim_messages (#11517) 2025-07-17 16:01:59 -07:00
llm_responses_api_testing test_basic_openai_responses_api_streaming 2025-07-19 15:30:03 -07:00
llm_translation feat: Add Lambda AI provider support (#12817) 2025-07-21 10:23:10 -07:00
load_tests test: test_embedding_performance 2025-05-14 21:31:07 -07:00
local_testing test_provider_budgets_e2e_test_expect_to_fail 2025-07-19 16:00:25 -07:00
logging_callback_tests [Prometheus] Move Prometheus to enterprise folder (#12659) 2025-07-18 11:54:47 -07:00
mcp_tests [MCP Gateway] List tools from access list for keys (#12657) 2025-07-16 14:28:53 -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 Batches - support batch retrieve with target model Query Param + Anthropic - completion bridge, yield content_block_stop chunk (#12228) 2025-07-01 22:13:48 -07:00
otel_tests test_bedrock_guardrail_triggered 2025-07-09 17:05:06 -07:00
pass_through_tests test_anthropic_basic_completion_with_headers ci/cd fix 2025-07-12 11:08:03 -07:00
pass_through_unit_tests test fix - test_anthropic_messages_passthrough.py 2025-06-30 21:56:31 -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 Litellm fix proxy unit testing p2 (#12779) 2025-07-19 16:35:05 -07:00
router_unit_tests [Feat] LLM API Endpoint - Expose OpenAI Compatible /vector_stores/{vector_store_id}/search endpoint (#12749) 2025-07-18 18:18:53 -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 test_create_mcp_server_invalid_alias 2025-07-16 15:58:34 -07:00
test_litellm Fix SSO Logout | Create Unified Login Page with SSO and Username/Password Options (#12703) 2025-07-20 20:24:38 -07:00
unified_google_tests [Bug Fix] Using gemini-cli with Vertex Anthropic Models (#12246) 2025-07-03 12:29:27 -07:00
vector_store_tests [Feat] UI Vector Stores - Allow adding Vertex RAG Engine, OpenAI, Azure (#12752) 2025-07-18 18:25:26 -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 feat(main.py): support openai transcription endpoints 2024-03-08 10:25:19 -08:00
large_text.py fix(router.py): check for context window error when handling 400 status code errors 2024-03-26 08:08:15 -07:00
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 fix - test num callbacks 2024-05-17 22:06:51 -07:00
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 fix(utils.py): fix togetherai streaming cost calculation 2024-08-01 15:03:08 -07:00
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) /health/readiness 2024-01-29 15:27:25 -08:00
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 string checked for model access control 2025-03-10 20:04:18 -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 test_basic_passthrough 2024-08-06 21:17:07 -07:00
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.py build: publish new litellm-proxy-extras file 2025-05-27 17:44:23 -07:00
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_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.