Mateo Wang
464932b1d1
refactor(typing): clear 1181 basedpyright Any errors across 431 files ( #47789 )
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* refactor(typing): narrow Any sources across providers, proxy and guardrails (wave 1)
* refactor(typing): narrow Any sources across hubs, providers and proxy (wave 2)
* refactor(typing): validate RunwayML task JSON and let dotprompt loaders accept exported prompts
* fix: restore pass-through behavior on paths the typing pass tightened
MCP client IP extraction trusts X-Forwarded-For only when use_x_forwarded_for is True, dotprompt skips a malformed JSON prompt entry instead of raising, RunwayML task payloads pass through unvalidated, and a malformed provider body raises the same AttributeError as before at the CompactifAI, Gemini, and mock transport parse sites
* fix(runwayml): keep a malformed 2xx task body on the 500 path
* fix(edenai,cli): keep a non-object body in the error and fail on a malformed migration report
EdenAI's embedding and image generation parse dropped a non-object body from the error
they raised, so the message no longer named what the provider sent. A helper now raises
with the body in the message, and both paths have a regression test.
`lite encryption migrate` exited 0 with no message when the proxy's report was not an
object or its residual_legacy was not a number, where base crashed. It now fails with a
message naming the value.
The CompactifAI and Gemini image-edit non-object body tests accept TypeError or
AttributeError, which both base and this branch raise, so they guard against a
ValidationError instead of pinning one class. RunwayML's async parse gets the same
non-object body test as the sync one.
* fix: keep base's error classes, duck-typed checks and fail-closed guardrails the typing pass changed
* test: annotate the new regression tests' locals with Final
* test: annotate the remaining new test locals with Final
2026-10-24 11:31:09 -07:00
Krish Dholakia
06906534b3
feat(audio_transcriptions/): calculate duration of audio file for cost calculation + feat (image_generations): cost tracking accuracy improved with output_format, quality, size values fixed per openai model
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* feat(audio_transcriptions/): calculate duration of audio file for cost calculation
Fixes https://github.com/BerriAI/litellm/issues/11846
Closes https://github.com/BerriAI/litellm/issues/14605
* fix(cost_calculator.py): correctly use base model, when set
Fixes issue where azure base model was being ignored
* feat(cost_calculator.py): fix default cost tracking quality param for image generation
* feat(image_generations/): return output_format, quality, size
aligns response to openai spec and improves cost tracking accuracy
* fix(cost_calculator.py): refactor cost calculation for image generation to use image response instead of hidden params
* build: update build
* fix: fix cost calculation
* build: update poetry lock
* fix: fix ruff checks
* fix: fix aembedding
* fix: fix ruff errors
* fix: modify to catch errors
* fix: test
* fix: loosen test to handle openai lib out of sync
* fix: fix base models
* fix: fix usage object
2025-11-08 16:24:31 -08:00
Krish Dholakia
202eaeb1a2
Revert "(feat) Audio transcription - cost tracking + (feat) image generation …" ( #16409 )
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This reverts commit c96da44265
2025-11-08 15:38:16 -08:00
Krish Dholakia
c96da44265
(feat) Audio transcription - cost tracking + (feat) image generation - accurate cost tracking based on output_format/quality/size
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* feat(audio_transcriptions/): calculate duration of audio file for cost calculation
Fixes https://github.com/BerriAI/litellm/issues/11846
Closes https://github.com/BerriAI/litellm/issues/14605
* fix(cost_calculator.py): correctly use base model, when set
Fixes issue where azure base model was being ignored
* feat(cost_calculator.py): fix default cost tracking quality param for image generation
* feat(image_generations/): return output_format, quality, size
aligns response to openai spec and improves cost tracking accuracy
* fix(cost_calculator.py): refactor cost calculation for image generation to use image response instead of hidden params
* build: update build
* fix: fix cost calculation
* build: update poetry lock
* fix: fix ruff checks
* fix: fix aembedding
* fix: fix ruff errors
* fix: modify to catch errors
* fix: test
* fix: loosen test to handle openai lib out of sync
2025-11-08 15:30:46 -08:00
Ishaan Jaffer
0a1fc0eeb2
Revert "fix: fix ruff errors"
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This reverts commit eef864360e
2025-11-08 14:33:51 -08:00
Krrish Dholakia
eef864360e
fix: fix ruff errors
2025-11-08 14:15:12 -08:00
Ishaan Jaff
cea318330e
[Feat] Add Guardrails for /v1/messages and /v1/responses API ( #15686 )
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* add get_guardrails_messages_for_call_type
* fix call type for /messages
* add anthropic endpoints
* fix bedrock guardrails
* fix config.yaml
* fix types
* fix async_pre_call_hook
* ruff fix
* fix guard
* fix test bedrock guardrail
* fix linting
* fix linting
* docs guardrails
* fix mypy linting
2025-10-17 18:09:00 -07:00
Jugal D. Bhatt
900c7f45c0
[MCP Gateway] Litellm mcp pre and during guardrails ( #13188 )
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* add guardrail support
* add guardrail support
* guardrails for MCP
* added changes
* add mcp guardrails
* added test
* add ui
* fix guardrail form
* working with cursor
* remvoe print
* fix mcp servertests
* fix mypy and remove console logs
* fix mypy and remove console logs
* fix mypy tests
2025-08-01 20:02:25 -07:00
Ishaan Jaff
57b0b4edf3
[Bug fix] [Bug]: Verbose log is enabled by default ( #12596 )
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* test find_set_verbose_assignments
* fix set verbose
* test set verbose
* fix unused import
2025-07-14 20:06:16 -07:00
Ishaan Jaff
a28ac57233
fix linting error
2025-03-12 18:42:42 -07:00
Ishaan Jaff
c7f14e936a
(code quality) run ruff rule to ban unused imports ( #7313 )
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* remove unused imports
* fix AmazonConverseConfig
* fix test
* fix import
* ruff check fixes
* test fixes
* fix testing
* fix imports
2024-12-19 12:33:42 -08:00
Ishaan Jaff
4d1b4beb3d
(refactor) caching use LLMCachingHandler for async_get_cache and set_cache ( #6208 )
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* use folder for caching
* fix importing caching
* fix clickhouse pyright
* fix linting
* fix correctly pass kwargs and args
* fix test case for embedding
* fix linting
* fix embedding caching logic
* fix refactor handle utils.py
* fix test_embedding_caching_azure_individual_items_reordered
2024-10-14 16:34:01 +05:30
Krish Dholakia
fac3b2ee42
Add pyright to ci/cd + Fix remaining type-checking errors ( #6082 )
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* fix: fix type-checking errors
* fix: fix additional type-checking errors
* fix: additional type-checking error fixes
* fix: fix additional type-checking errors
* fix: additional type-check fixes
* fix: fix all type-checking errors + add pyright to ci/cd
* fix: fix incorrect import
* ci(config.yml): use mypy on ci/cd
* fix: fix type-checking errors in utils.py
* fix: fix all type-checking errors on main.py
* fix: fix mypy linting errors
* fix(anthropic/cost_calculator.py): fix linting errors
* fix: fix mypy linting errors
* fix: fix linting errors
2024-10-05 17:04:00 -04:00
Ishaan Jaff
b6ae2204a8
[Feat-Proxy] Slack Alerting - allow using os.environ/ vars for alert to webhook url ( #5726 )
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* allow using os.environ for slack urls
* use env vars for webhook urls
* fix types for get_secret
* fix linting
* fix linting
* fix linting
* linting fixes
* linting fix
* docs alerting slack
* fix get data
2024-09-16 18:03:37 -07:00
Ishaan Jaff
0f154abf9e
use get_async_httpx_client for logging httpx
2024-09-10 13:03:55 -07:00
Ishaan Jaff
042350bd74
rename Aporia Guardrail
2024-08-20 13:42:55 -07:00
Ishaan Jaff
0431600f7b
add testing for aporia guardrails
2024-08-19 18:50:14 -07:00
