Commit graph

14665 commits

Author SHA1 Message Date
Andrei Darashenka
ddac3d5386 honor OLLAMA_API_KEY for ollama_chat 2025-07-26 00:16:14 +02:00
Jugal D. Bhatt
c66b288bcf
[LLM Translation] fix query params for realtime api intent (#12838)
* fix query params for realtime api intent

* fix my py

* Add typed dict

* remove typed dict

* fix comments

* add test

* add test

* added proxt log revert

* add real time q params
2025-07-25 10:09:53 -07:00
Jugal D. Bhatt
c2833e693e
clean and verify key before inserting (#12840)
* clean and verify key

* change checking logic

* Add unit test
2025-07-25 10:09:28 -07:00
Timothy Lowrimore
da6eac4aac passing tests
added necessary provider models to model prices and context window files
2025-07-25 09:18:54 -06:00
Ishaan Jaff
20450bfe94 fix mapped test 2025-07-25 07:24:42 -07:00
Krish Dholakia
6d3ce76e1c
Guardrails - support model-level guardrails (#12968)
* fix(custom_guardrail.py): initial logic for model level guardrails

* feat(custom_guardrail.py): working pre call guardrails

* fix(custom_guardrails.py): check if custom guardrails set before running event hook

* test(test_custom_guardrail.py): add unit tests for async pre call deployment hook on custom guardrail

* feat(custom_guardrail.py): add post call processing support for guardrails

allows model based guardrails to run on the post call event for that model only

* fix(utils.py): only run if call type is in enum

* test: update unit tests to work
2025-07-24 22:38:03 -07:00
Dmitriy Alergant
0cc320cc0a
GuardrailsAI: use validatedOutput to allow usage of "fix" guards. Previously "fix" guards had no effect in llmOutput mode. (#12891) 2025-07-24 22:07:06 -07:00
sings-to-bees-on-wednesdays
eb96fb78bc
fix(auth_utils): make header comparison case-insensitive (#12950)
If the user specified in the configuration e.g. "user_header_name:
X-OpenWebUI-User-Email", here we were looking for a dict key
"X-OpenWebUI-User-Email" when the dict actually contained
"x-openwebui-user-email".

Switch to iteration and case insensitive string comparison instead to
fix this.

This fixes customer budget enforcement when the customer ID is passed
in as a header rather than as a "user" value in the body.
2025-07-24 22:06:12 -07:00
Gaston
6cfaf674e4
Fix: Shorten Gemini tool_call_id for Azure compatibility (#12941) 2025-07-24 21:52:16 -07:00
Santosh Dhaladhuli
d9d53466e8
[Feat] Add inpainting support and corresponding tests for Amazon Nova Canvas (#12949) 2025-07-24 21:46:06 -07:00
Ishaan Jaff
39b0fe0bf7
[Feat] Edit Auto Router Settings on UI (#12966)
* EditAutoRouterTabProps

* Revert "EditAutoRouterTabProps"

This reverts commit 2835d3a374.

* add EditAutoRouterTab

* delete edit

* fixes for edit auto-router

* fix accessing model edit

* working edit auto router

* fix - edit remove custom model name

* fixes for edit auto router settings

* qa for adding a model router

* test fix
2025-07-24 21:25:48 -07:00
Ishaan Jaff
106a298f0a
[Feat] UI - Allow Adding LiteLLM Auto Router on UI (#12960)
* add router.json

* test_router_auto_router

* async_pre_routing_hook

* fixes for auto router

* add async_pre_routing_hook

* add LiteLLMRouterEncoder

* update test auto_router_embedding_model

* add auto_router_embedding_model

* add AutoRouter

* fix async_pre_routing_hook

* update async_pre_routing_hook

* fix auto router

* fix router.json

* working router init

* working embedding encoder

* working auto router

* test_router_auto_router

* test auto router

* add semantic-router as optional for litellm

* add extras

* semantic_router==0.1.10

* ruff fix

* use aiohttp==3.10.11

* python-dotenv==1.0.1

* test auto router

* test_router_auto_router

* semantic_router

* test_is_auto_router_deployment

* fix check

* fix docker build step

* add semantic_router

* UI  - Add auto router on litellm

* working utterances config

* fix route config builder

* kind of working add automodel router

* move loc of add deployment

* fixes for AutoRouter

* add auto_router_config in types.py

* fixes for init_auto_router_deployment

* fix adding auto router models

* working auto-router with dB

* Revert "add semantic_router"

This reverts commit 537b672887.

* TestAutoRouter

* fix linting

* add semantic router to docker

* test fix

* fix router config builder

* remove export button
2025-07-24 19:58:49 -07:00
Ishaan Jaff
b8e404dd95
[Feat] Backend Router - Add Auto-Router powered by semantic-router (#12955)
* add router.json

* test_router_auto_router

* async_pre_routing_hook

* fixes for auto router

* add async_pre_routing_hook

* add LiteLLMRouterEncoder

* update test auto_router_embedding_model

* add auto_router_embedding_model

* add AutoRouter

* fix async_pre_routing_hook

* update async_pre_routing_hook

* fix auto router

* fix router.json

* working router init

* working embedding encoder

* working auto router

* test_router_auto_router

* test auto router

* add semantic-router as optional for litellm

* add extras

* semantic_router==0.1.10

* ruff fix

* use aiohttp==3.10.11

* python-dotenv==1.0.1

* test auto router

* test_router_auto_router

* semantic_router

* test_is_auto_router_deployment

* fix check

* fix docker build step

* add semantic_router

* Revert "add semantic_router"

This reverts commit 537b672887.
2025-07-24 18:32:56 -07:00
Krish Dholakia
1a57875d24
Proxy - specify key_type - allows specifying if key can call LLM API routes vs. Management routes only (#12909)
* feat(key_management_endpoints.py): Support new 'key_type' field

allow user to specify if key should be 'management' or 'llm api' key

Security fix

* test(test_route_checks.py): add unit tests

* fix(create_key_button.tsx): add ui component to select key type

allows specifying if key can call llm api vs. management routes

* feat(create_key_button.tsx): add specifying key type to ui

* fix(route_checks.py): add sensitive data masker for user id on not allowed error message

prevent leaking sensitive information
2025-07-24 16:40:40 -07:00
Ishaan Jaff
e3b752d3dc
[Feat] LiteLLM CloudZero Integration updates - using LiteLLM_SpendLogs Table (#12922)
* use spend logs in transform.py

* fixes for using spend logs

* get_usage_data

* update get_usage_data_for_hour

* fix CloudZeroLogger

* fixes for cloudzero_dry_run_export

* working DB read

* fix _aggregate_to_hourly

* update cloudzero endpoints

* fix cloudzero_export

* fixes for CBF transformer

* use init_background_job on saving cz settings

* add is_cloudzero_setup_in_db

* init cz on startup

* fixes for CZ transform

* fix ruff check

* fix LOC violation
2025-07-23 18:46:50 -07:00
Timothy Lowrimore
9a9f882693 adds test for chat tranformation 2025-07-23 17:06:11 -06:00
Ishaan Jaff
99031bf8b6 ci/cd new release 2025-07-23 13:50:36 -07:00
Ishaan Jaff
461cd0c30a test_completion_cost_deepseek 2025-07-23 13:16:12 -07:00
Ishaan Jaff
2d0187824c test_proxy_model_resolution_with_custom_names_documentation 2025-07-23 13:13:46 -07:00
Ishaan Jaff
79a0841719 test_router_content_policy_fallbacks 2025-07-23 13:04:28 -07:00
Ishaan Jaff
99ad24c683
[Feat] LiteLLM x Cloudzero integration - Allow exporting spend to cloudzero (#12908)
* add cz init

* add DataAnalyzer

* add CZRNGenerator -> LiteLLM resource generator

* add CloudZeroStreamer

* add CBFTransformer

* add cloudzero DB connection

* add config

* add cli.py

* cleanup

* add CloudZeroLogger

* add CloudZeroLogger

* update CloudZeroLogger

* add cloudzero_router to litellm proxy

* add CloudZeroInitRequest

* add cloudzero spend endpoints

* simple dry run endpoint

* refactor dir structure

* add well types CBFRecord

* TestCBFTransformer

* TestCloudZeroStreamer

* ruff fix

* add polars pip + docker requirements.txt

* _group_by_date

* update code qa check

* docs for CZ params
2025-07-23 13:00:58 -07:00
Ishaan Jaff
00fd020291 fix test 2025-07-23 09:04:09 -07:00
Ishaan Jaff
477ca5c0f6 test_proxy_all_models 2025-07-23 07:11:35 -07:00
Igal Boxerman
d118cc7098
feat: Add Pillar Security guardrail integration (#12791)
* feat: Add Pillar Security guardrail integration

Implements comprehensive LLM security guardrails using Pillar Security API with support for prompt injection detection, PII/secret detection, content moderation, and multi-mode execution (pre_call, during_call, post_call). Includes complete documentation, testing, and configurable actions on flagged content.

* fix: Resolve MyPy type error in Pillar guardrail config

Restructure PillarGuardrailConfigModel to properly inherit from GuardrailConfigModel[T]
and resolve return type compatibility issue in get_config_model method.

* fix: Resolve MyPy type error in Pillar guardrail config

Restructure PillarGuardrailConfigModel to properly inherit from GuardrailConfigModel[T]
and resolve return type compatibility issue in get_config_model method.

* fix docs

* fix docs

* improved docs

* fix examples, READY
2025-07-22 23:17:33 -07:00
Murad Khafizov
a6ddf5c744
feat: extended /v1/models endpoint, now it returns with fallbacks on demand (#12811)
* Extended `/v1/model` endpoint to support fallbacks

* unit tests reworked

* linting fixes

* fix lining error

* fix linting
2025-07-22 23:16:46 -07:00
Krish Dholakia
d26f74ade5
Request Headers - support x-litellm-num-retries + Usage - support usage by model group (#12890)
* feat(litellm_pre_call_utils.py): add num_retries to litellm data for backend call

allow user to pass in num retries via request headers

* test(test_litellm_pre_call_utils.py): add unit test

* docs(request_headers.md): document new request header

* fix(common_daily_activity.py): show spend breakdown by model group

Partial fix for https://github.com/BerriAI/litellm/issues/12887

* feat(new_usage.tsx): new tab switcher for viewing usage by model group vs. received model

Closes https://github.com/BerriAI/litellm/issues/12887
2025-07-22 23:09:36 -07:00
Ishaan Jaff
642cfa26b0 remove deprecated 2025-07-22 20:59:34 -07:00
Krish Dholakia
8cd6c25e1e
Fix async retryer on .acompletion() + forward clientside headers - filter out content-type from clientside request (causes llm api call to hang) (#12886)
* fix(main.py): fix async retryer

Fixes https://github.com/BerriAI/litellm/issues/12830

* fix(forward_clientside_headers_by_model_group.py): filter out 'content-type' from forwardable headers

clientside content-type != proxy content type, can cause requests to hang
2025-07-22 19:50:05 -07:00
Ishaan Jaff
b41ce5c92f
[Feat] - Track cost + add tags for health checks done by LiteLLM Proxy (#12880)
* refactor to use add_user_api_key_auth_to_request_metadata

* add get_litellm_internal_health_check_user_api_key_auth

* add get_litellm_internal_health_check_user_api_key_auth

* add _update_model_params_with_health_check_tracking_information

* add HealthCheckHelpers

* refactor to use clean helpers

* test_update_model_params_with_health_check_tracking_information

* test_get_litellm_internal_health_check_user_api_key_auth

* test_add_user_api_key_auth_to_request_metadata

* fix _update_model_params_with_health_check_tracking_information
2025-07-22 18:45:57 -07:00
Ishaan Jaff
c21dc46a33 fix morph api tests 2025-07-22 18:44:44 -07:00
Ishaan Jaff
bf300f8ca7 Revert "Litellm dev 07 21 2025 p1 (#12848)"
This reverts commit e4e10aa4ed.
2025-07-22 18:28:36 -07:00
Ishaan Jaff
1910cf8496 test fix vertex ai 2025-07-22 18:06:38 -07:00
Ishaan Jaff
d5ee93aa0c
[Feat] Add Recraft API - Image Edits Support (#12874)
* test_recraft_image_edit_api

* add RecraftImageEditConfig

* complete RecraftImageEditConfig

* add RecraftImageEditRequestParams in types

* update RecraftImageEditRequestParams

* working

* transform_image_edit_request

* Image Edit docs recraft

* working transform_image_edit_request

* TestRecraftImageEditTransformation
2025-07-22 15:03:08 -07:00
Ishaan Jaff
31e9303232 remove old test 2025-07-22 14:11:43 -07:00
Adam Holmberg
2ce03d9735 fix: make gemini and openai responses return reasoning by default
This aligns the proxy experience with other models that think
automatically (e.g. Deepseek R1 and grok3). It does so by setting
the necessary request input to return thinking, but not specifying
a budget or effort (thus defaulting to the internal automatic level).
2025-07-22 10:41:29 -05:00
Ishaan Jaff
03baf23ad1 [Feat] Add Recraft Image Generation API Support - New LLM Provider (#12832)
* add recraft

* init RecraftImageGenerationConfig

* add get_complete_url + validate_environment

* add image_generation_handler in llm http clas

* fixes for transform

* working recraft request

* fixed img gen transform

* fixes for llm http handler

* test: TestRecraftImageGeneration

* fixes for llm_http_handler

* fix RecraftImageGenerationConfig

* TestRecraftImageGenerationTransformation

* add recraft API

* docs recraft API

* fix code QA

* map_openai_params

* fix recraft

* cost tracking for recraft/recraftv3

* fix code qa check
2025-07-21 22:19:58 -07:00
Krish Dholakia
e5251e7188
Openrouter - filter out cache_control flag for non-anthropic models (allows usage with claude code) (#12850)
* fix(gpt_transformation.py): remove 'cache_control' flag for openai/openai-compatible calls

Fixes https://github.com/BerriAI/litellm/issues/12787

* fix(openrouter/chat/transformation.py): allow passing openrouter cache control flag for claude models

* fix(gpt_transformation.py): fix import

* fix: fix adding tools
2025-07-21 22:15:48 -07:00
Krish Dholakia
e4e10aa4ed
Litellm dev 07 21 2025 p1 (#12848)
* fix(main.py): fix async retryer

Fixes https://github.com/BerriAI/litellm/issues/12830

* fix(forward_clientside_headers_by_model_group.py): filter out 'content-type' from forwardable headers

clientside content-type != proxy content type, can cause requests to hang

* test(tests/): update tests
2025-07-21 22:09:39 -07:00
Krish Dholakia
db498c1805
Fix team_member_budget update logic (#12843)
* fix(team_endpoints.py): always remove team member budget from updated_kv

this is not a field for the litellm team table

Prevents startup issue

* test(test_team_endpoints.py): add unit test to ensure 'team_member_budget' is never in update to table - separate logic

* refactor: cleanup
2025-07-21 22:06:29 -07:00
Ishaan Jaff
49d40a1c3d test_router_provider_wildcard_routing 2025-07-21 21:33:40 -07:00
Cole McIntosh
ff22aed1ea
Merge pull request #12826 from colesmcintosh/feature/add-hyperbolic-provider 2025-07-21 20:10:45 -06:00
Tomáš Dvořák
270e3d75db
fix(watsonx): use correct parameter name for tool choice (#9980)
Closes BerriAI/litellm#9979
2025-07-21 19:01:10 -07:00
Ishaan Jaff
4a7b9dee5f test fix - anthropic deprecated claude 2 2025-07-21 18:22:39 -07:00
Ishaan Jaff
133c26c015
[Azure OpenAI Feature] - Support DefaultAzureCredential without hard-coded environment variables (#12841)
* DefaultAzureCredential

* update get_azure_ad_token_provider

* fixes for get_azure_ad_token_provider

* test_get_azure_ad_token_provider_with_default_azure_credential

* test_get_azure_ad_token_fallback_to_default_azure_credential

* docs DefaultAzureCredential

* fix linting
2025-07-21 18:04:16 -07:00
Cole McIntosh
34ccda10ed Merge upstream/main - resolve conflicts to include both hyperbolic and recraft providers 2025-07-21 17:38:17 -06:00
Ishaan Jaff
2941a555a8
[Feat] Add Recraft Image Generation API Support - New LLM Provider (#12832)
* add recraft

* init RecraftImageGenerationConfig

* add get_complete_url + validate_environment

* add image_generation_handler in llm http clas

* fixes for transform

* working recraft request

* fixed img gen transform

* fixes for llm http handler

* test: TestRecraftImageGeneration

* fixes for llm_http_handler

* fix RecraftImageGenerationConfig

* TestRecraftImageGenerationTransformation

* add recraft API

* docs recraft API

* fix code QA

* map_openai_params

* fix recraft

* cost tracking for recraft/recraftv3

* fix code qa check
2025-07-21 15:01:32 -07:00
Cole McIntosh
c5b51cd2b4
feat: add Morph provider support (#12821)
* feat: add Morph provider support

- Add MorphChatConfig implementation for OpenAI-compatible API
- Support morph-v3-fast and morph-v3-large models
- Add pricing: morph-v3-fast (/bin/zsh.8/.2 per 1M tokens), morph-v3-large (/bin/zsh.9/.9 per 1M tokens)
- Both models support 16k context window and system messages
- Add comprehensive documentation and unit tests
- Update all necessary integration points (constants, init, provider logic)

* feat: Add Morph provider support in ProviderConfigManager

- Extend ProviderConfigManager to include MorphChatConfig for the Morph LLM provider.
- Update MorphChatConfig by removing unused parameters from the configuration.
2025-07-21 13:52:45 -07:00
Cole McIntosh
6059b5c1f6
Merge branch 'BerriAI:main' into feature/add-hyperbolic-provider 2025-07-21 14:43:30 -06:00
Jugal D. Bhatt
b653aed603
added dynamic endpoint support (#12827) 2025-07-21 12:38:53 -07:00
Cole McIntosh
6040c329a4 feat: add Hyperbolic provider support
- Add Hyperbolic as a new OpenAI-compatible provider
- Implement HyperbolicChatConfig inheriting from OpenAILikeChatConfig
- Register Hyperbolic in provider lists and constants
- Add comprehensive model configurations with pricing for:
  - DeepSeek models (V3, R1, etc.)
  - Qwen models (2.5, 3, QwQ, etc.)
  - Meta Llama models (3.1, 3.2, 3.3)
  - Other models like Kimi K2, Hermes 3, etc.
- Configure default API base URL: https://api.hyperbolic.xyz/v1
- Add provider documentation with usage examples
- Create unit tests for provider functionality
- Support all standard OpenAI parameters

Hyperbolic provides low-cost inference with OpenAI-compatible APIs,
supporting latest models without infrastructure overhead.
2025-07-21 13:18:50 -06:00