Ishaan Jaffer
086904f3db
TestPKCEFunctionality
2025-10-16 13:18:31 -07:00
Ishaan Jaffer
1e8d9b3159
fix ui sso
2025-10-16 12:21:39 -07:00
Ishaan Jaffer
da8f88beba
init changes to add PKCE for OKTA
2025-10-16 12:13:54 -07:00
Krish Dholakia
3bf32e8e5c
feature: update pillar security integration to support no persistence mode in litellm proxy
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feature: update pillar security integration to support no persistence mode in litellm proxy
2025-10-16 12:13:37 -07:00
Krish Dholakia
69e4a9cc3c
Merge pull request #15495 from Classic298/patch-2
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correct claude opus
2025-10-16 12:06:10 -07:00
Alexsander Hamir
2ef3a76013
Merge pull request #15606 from BerriAI/litellm_fix_staging_branch
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[Fix] CI/CD - Missing env key & Linter type error
2025-10-16 11:51:49 -07:00
AlexsanderHamir
8a325530fc
fix(proxy): change check_file_size_under_limit to accept Collection[str]
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Fixes mypy type error where router_model_names (a set) was incompatible
with List[str] parameter type.
Changed check_file_size_under_limit to accept Collection[str] instead of
List[str] since the parameter is only used for membership checks, making
it more flexible and avoiding unnecessary type conversions.
Resolves: proxy/proxy_server.py:5107 arg-type error
2025-10-16 11:33:04 -07:00
AlexsanderHamir
18c5ec8ff7
Add missing env key
2025-10-16 11:33:04 -07:00
Ariel Fogel
59c3aa02c3
respond to review comments
2025-10-16 20:38:49 +03:00
Krish Dholakia
71b9becfdd
Merge pull request #15535 from konekohana/openrouter-anthropic-caching
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Prompt caching for anthropic models with openrouter
2025-10-16 09:30:01 -07:00
Krish Dholakia
67237e56fe
Merge pull request #15554 from eddierichter-amd/lemonade-model-update
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Adding new models to the lemonade provider
2025-10-16 09:28:40 -07:00
Alexsander Hamir
d07e4f414b
Merge pull request #15574 from BerriAI/litellm_router_index_change
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perf(router): optimize model lookups with O(1) index maps
2025-10-16 09:08:53 -07:00
Alexsander Hamir
1846363b94
Merge branch 'litellm_october_alexsander_stanging' into litellm_router_index_change
2025-10-16 09:07:15 -07:00
AlexsanderHamir
5e929dad2d
test: add static analysis to prevent O(n) linear scans in router
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Add AST-based test to detect 'for ... in self.model_list' anti-pattern.
Enforces use of index maps (model_id_to_deployment_index_map and
model_name_to_deployment_indices) for O(1) lookups instead of O(n) iteration.
2025-10-16 09:04:57 -07:00
Krish Dholakia
455dc8a31c
Merge pull request #15569 from FelipeRodriguesGare/fix/gpt-5-codex-params-off
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adding support parameters to model_prices json
2025-10-16 07:33:55 -07:00
Krish Dholakia
68caebe119
Merge pull request #15580 from aniketmaurya/patch-1
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Add type hint to function_to_dict and fix typo
2025-10-16 07:30:29 -07:00
Krish Dholakia
e95a42d0b8
Merge pull request #15583 from TeddyAmkie/fix/entraid-app-roles-jwt-claim-clean
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Fix/entraid app roles jwt claim clean
2025-10-16 07:29:49 -07:00
Krish Dholakia
af8cf6861d
Merge pull request #15591 from TensorNull/fix/cometapi
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fix(cometapi): improve CometAPI provider support (embeddings, image generation, docs)
2025-10-16 07:26:59 -07:00
Ariel Fogel
b075cf4a6c
PLR-2400: support no persistence in litellm proxy
2025-10-16 17:22:58 +03:00
Krish Dholakia
e314d946e2
Merge pull request #15598 from shinharaguchi/feature/add_jp_haiku4_5_price
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Add JP Cross-Region Inference jp.anthropic.claude-haiku-4-5-20251001
2025-10-16 07:12:58 -07:00
shinharaguchi
359a095319
Add jp.anthropic.claude-haiku-4-5-20251001 price
2025-10-16 21:52:44 +09:00
TensorNull
074b9954a0
docs(readme): Add CometAPI to supported providers table
2025-10-16 14:18:55 +08:00
TensorNull
e3566faf15
fix(cookbook): Remove the CometAPI key used for testing.
2025-10-16 14:14:58 +08:00
TensorNull
55a6dd3a8b
feat(cometapi): Add CometAPI provider support (embeddings, image generation, docs)
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- Add CometAPI embedding and image generation transformations and configs
- Add image cost calculator and export/init files
- Register provider in constants, utils, main (embedding path) and sidebars
- Add CometAPI docs page and cookbook notebook (Colab) for usage examples
2025-10-16 13:08:14 +08:00
berri-teddy
1b55803c76
test: reduce EntraID app roles tests to essential scenarios
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- Keep only 2 focused tests: single role extraction and no roles claim
- Remove complex fixtures and edge case tests
- Maintain clean, maintainable test coverage
2025-10-15 18:15:04 -07:00
berri-teddy
6b166e046d
fix: correct EntraID app roles JWT claim extraction
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- Fix get_app_roles_from_id_token to use 'app_roles' claim instead of 'roles'
- Add comprehensive unit tests for EntraID app roles functionality
- Prevent regressions in Microsoft EntraID SSO authentication
Resolves issue where EntraID app roles were not being extracted correctly
from JWT tokens, causing authentication failures for users with assigned
app roles in Microsoft EntraID.
2025-10-15 18:06:03 -07:00
Alexsander Hamir
a17f3a7aa8
Merge pull request #15578 from BerriAI/litellm_remove_list_lookup
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perf(router): optimize model lookups with O(1) data structures
2025-10-15 17:59:55 -07:00
AlexsanderHamir
56838e2388
test: ensure model_names is a O(1) datastructure
2025-10-15 17:52:44 -07:00
Andreas
f1fbae8409
feat(pricing): Add Gemini 2.5 Flash Image (Nano Banana) in GA ( #15557 )
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* feat(pricing): Add Gemini 2.5 Flash Image (Nano Banana) in GA
* change mode to image_generation
---------
Co-authored-by: Andreas Feldl <andreas.feldl@netlight.com>
2025-10-15 17:50:15 -07:00
Ishaan Jaffer
fd83b292a6
test_bedrock_anthropic_prompt_caching
2025-10-15 17:46:44 -07:00
Ishaan Jaffer
8ab720409c
bump v
2025-10-15 17:44:29 -07:00
Ishaan Jaff
354e62bde4
[Feat] Add anthropic.claude-haiku-4-5-20251001-v1:0 on Bedrock, VertexAI ( #15581 )
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* add claude 4-5
* add anthropic.claude-haiku-4-5-20251001-v1:0
2025-10-15 17:41:09 -07:00
Aniket Maurya
495e6c0a2b
Add type hint to function_to_dict and fix typo
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Updated type hint for function_to_dict and fixed typo in docstring.
2025-10-16 01:36:32 +01:00
Mubashir Osmani
ad7f4411a3
added claude-haiku-4.5 ( #15579 )
2025-10-15 17:28:49 -07:00
Alexsander Hamir
4e84937efc
Merge pull request #15575 from BerriAI/litellm_remove_constly_string_operation
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perf(router): optimize string concatenation in hash generation
2025-10-15 17:26:32 -07:00
Alexsander Hamir
170519057e
Merge pull request #15576 from BerriAI/litellm_remove_deepcopy
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perf(router): use shallow copy instead of deepcopy for model aliases
2025-10-15 17:26:02 -07:00
Ishaan Jaff
bc26845ec4
[Feat] Native /ocr endpoint support ( #15573 )
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* [Feat] Add native litellm.ocr() functions (#15567 )
* fix get_supported_ocr_params
* add get_provider_ocr_config
* init OCR
* init ocr functions
* add OCRResponse Base Model
* add ocr to llm http handlers
* add main.py for OCR
* fix linting for OCR
* TestMistralOCR
* update to use DocumentType for Mistral
* fix _prepare_ocr_request
* fix transform
* add main.py for OCR
* add spec to init
* fix OCR
* TestMistralOCR
* ruff fix
* Potential fix for code scanning alert no. 3521: Clear-text logging of sensitive information
Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>
---------
Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>
* [Feat] Add /ocr route on LiteLLM AI Gateway - Adds support for native mistral ocr calling (#15571 )
* fix get_supported_ocr_params
* add get_provider_ocr_config
* init OCR
* init ocr functions
* add OCRResponse Base Model
* add ocr to llm http handlers
* add main.py for OCR
* fix linting for OCR
* TestMistralOCR
* update to use DocumentType for Mistral
* fix _prepare_ocr_request
* fix transform
* add main.py for OCR
* add spec to init
* fix OCR
* TestMistralOCR
* ruff fix
* add router.ocr() methods
* add OCR routes
* feat add ocr routes
* add OCR routes
* feat: add OCR routes in proxy server
* working /ocr routes
* test_router_aocr_with_mistral
* docs Mistral OCR
* docs OCR
* [Feat] Add Azure AI Mistral OCR Integration (#15572 )
* fix get_supported_ocr_params
* add get_provider_ocr_config
* init OCR
* init ocr functions
* add OCRResponse Base Model
* add ocr to llm http handlers
* add main.py for OCR
* fix linting for OCR
* TestMistralOCR
* update to use DocumentType for Mistral
* fix _prepare_ocr_request
* fix transform
* add main.py for OCR
* add spec to init
* fix OCR
* TestMistralOCR
* ruff fix
* add router.ocr() methods
* add OCR routes
* feat add ocr routes
* add OCR routes
* feat: add OCR routes in proxy server
* working /ocr routes
* test_router_aocr_with_mistral
* docs Mistral OCR
* docs OCR
* add azure ai to get_provider_ocr_config
* add AzureAIOCRConfig
* TestAzureAIOCR
* TestAzureAIOCR
* test fixes for azure ai ocr
* fix async OCR transform for Azure
* fix transform_ocr_request
---------
Co-authored-by: Copilot Autofix powered by AI <62310815+github-advanced-security[bot]@users.noreply.github.com>
2025-10-15 17:20:01 -07:00
AlexsanderHamir
6e4da1da65
perf(router): optimize model lookups with O(1) data structures
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Replace O(n) scans with index map lookups and convert model_names to set. Standardize timing calls.
2025-10-15 16:43:08 -07:00
AlexsanderHamir
294fb94b18
perf(router): use shallow copy instead of deepcopy for model aliases
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Replace copy.deepcopy() with dict.copy() in _get_all_deployments when
creating model aliases.
Safe because:
1. Only modifies top-level 'model_name' field (isolated by shallow copy)
2. Nested dicts (litellm_params, model_info) are never modified after return
3. When model_alias=None, returns original dict with NO copy, proving
callers expect nested structures to be read-only
4. Key insight: Code that needs to modify nested structures does deepcopy FIRST.
This proves the contract is: \"treat returned deployments as read-only for
nested fields.\" (see line 6894: copy.deepcopy before modifying litellm_params)
Performance: ~10-100x faster than deepcopy on nested dict structures.
Tests: All 114 router unit tests pass.
2025-10-15 16:25:37 -07:00
AlexsanderHamir
97ed3d01ec
test(router): update error message assertion after string concat optimization
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Update test_generate_model_id_with_deployment_model_name to accept the new
error message format that results from the list+join optimization.
The function still correctly rejects None values with a TypeError, but the
error message changed from 'unsupported operand type(s) for +=' to
'expected str instance, NoneType found' due to the implementation change
from string concatenation to list joining.
2025-10-15 15:58:08 -07:00
AlexsanderHamir
c98a30a4b6
perf(router): optimize string concatenation in hash generation
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Replace string concatenation in loop with list append + join pattern.
This improves time complexity from O(n²) to O(n) and avoids creating
many temporary string objects during hash ID generation.
2025-10-15 15:44:09 -07:00
AlexsanderHamir
36c9066372
perf(router): optimize model lookups with O(1) index maps and standardize timing
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- Use model_id_to_deployment_index_map and model_name_to_deployment_indices for O(1) lookups in get_model_info, get_deployment_by_model_group_name, and get_model_ids
2025-10-15 15:12:40 -07:00
Felipe Gare
a87a3d0f95
adding support parameters to model_prices json
2025-10-15 16:06:44 -03:00
Krrish Dholakia
74bfbeb439
fix(proxy/utils.py): support configuring db schema for non-iam auth db url
2025-10-15 08:43:29 -07:00
Krrish Dholakia
0526334d9c
docs: fix url
2025-10-15 08:33:28 -07:00
Ishaan Jaff
5b7e2fd778
[Feat] UI - Allow setting Provider Discounts on UI ( #15550 )
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* fix cost_discount_config
* add CostBreakdown
* fix: set_cost_breakdown
* test_cost_discount_vertex_ai
* docs fix
* docs fix discounts
* docs fix
* docs custom pricing
* docs fix
* fixes for getting cost breakdown in response headers
* test - response headers wth discount
* - feat: allow setting cost tracking settings
* add cost tracking endpoints
* feat add cost_tracking_settings_router
* add validation when setting cost settings
* add CostTrackingSettings
* add page
* refactor
* use simple table
* add ProviderDiscountTable
* fix ui
* save
* fix: discount settings
* fix edits
* add settings
* add HelpLink
* add help link
* docs HelpLink
* docs fix
* fix how it works
* fix layout
* test TestCostTrackingSettings
* fix Dict
2025-10-14 20:08:18 -07:00
Ishaan Jaff
a6c57cb5bd
[Feat] Cost Tracking - specify a global vendor discount for costs. ( #15546 )
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* fix cost_discount_config
* add CostBreakdown
* fix: set_cost_breakdown
* test_cost_discount_vertex_ai
* docs fix
* docs fix discounts
* docs fix
* docs custom pricing
* docs fix
* fixes for getting cost breakdown in response headers
* test - response headers wth discount
2025-10-14 20:07:04 -07:00
AlexsanderHamir
d094a334d9
add: unit test
2025-10-14 16:38:04 -07:00
Krish Dholakia
ac021161c4
Merge pull request #15540 from FelipeRodriguesGare/fix/gpt-5-codex-params
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change gpt-5-codex support in model_price json
2025-10-14 16:27:41 -07:00
Krish Dholakia
276c00a7f6
Merge pull request #15544 from davizucon/main
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small fix code snippet custom_prompt_management.md
2025-10-14 16:23:32 -07:00
