Commit graph

3069 commits

Author SHA1 Message Date
yujonglee
347b642bdd
refactor(ocr): complete native lifecycle and preserve Azure auth (#40734)
* refactor(ocr): extract call completion boundary

* fix(ocr): release completion state after dispatch

* test(ocr): prove wrapper completion handoff

* test(ocr): narrow mapped failure assertion

* fix(ocr): preserve wrapper invocation kwargs

* fix(ocr): retain completion through finalization

* fix(ocr): make completion ownership explicit

* refactor(ocr): resolve logging executor explicitly

* fix(callbacks): preserve completion lifecycle behavior

* refactor(ocr): move public OCR into native lifecycle

* refactor(ocr): remove unused rust bridge capability

* wip

* wip

* refactor

* wip

* fix(ocr): preserve reducto native compatibility

* wip

* fix(ocr): document native callable casts

* perf(ocr): bound responses and reduce native scheduling overhead

* refactor(python-bridge): organize placeholder routes

* refactor test

* fix(ocr): normalize DeepSeek document content

* perf(ocr): skip unused callback work and benchmark callback overhead

* fix(ocr): align conversion contracts

* test(ocr): cover official provider response shapes

* fix(ocr): restore Python fallback and honor Rust opt-out

* fixes and refactor

* fix(ocr): preserve Azure Document Intelligence authentication

* fix(rust): enforce OCR response limits and lint contracts

* test(rust): align native OCR contract coverage

* test(ocr): isolate Azure auth precedence coverage
2026-09-12 11:56:49 -07:00
devin-ai-integration[bot]
eddfb5fb20
fix(responses): preserve hosted web search calls (#40828)
* fix(responses): preserve hosted web search calls

Co-Authored-By: Claude Code <noreply@anthropic.com>
(cherry picked from commit 09183b3346)

* chore: remove unrelated generated schema documentation changes

(cherry picked from commit ca6a860757)

* fix(responses): preserve hosted search context during replay

(cherry picked from commit 425f1e9b3a)

* chore: regenerate dashboard API types

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: Tin Chi Lo <tin@berri.ai>
Co-authored-by: Claude Code <noreply@anthropic.com>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-12 09:52:19 -07:00
Mateo Wang
99e14fc2e5
Merge pull request #40798 from BerriAI/litellm_lit7523_mantle_reasoning_summary
fix(bedrock_mantle): gate reasoning.summary on the OpenAI Responses path
2026-09-11 20:30:49 -07:00
devin-ai-integration[bot]
1fde15c1ec
fix(shadow-eval): skip hosted web search samples (#40827)
(cherry picked from commit a78cd2fe02)

Co-authored-by: Tin Chi Lo <tin@berri.ai>
2026-09-12 02:11:48 +00:00
devin-ai-integration[bot]
7057b2f6c4
fix(fireworks_ai): keep reasoning_content on replayed assistant messages (#40682)
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-11 18:47:37 -07:00
shivam
37a1b859d7 fix(bedrock_mantle): harden reasoning summary validation
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-11 23:34:14 +00:00
ryan-crabbe-berri
4e9d414603
Merge pull request #40748 from BerriAI/litellm_fix_gemini_reasoning_effort_400
fix(vertex_ai): return 400 for invalid reasoning_effort instead of 500
2026-09-11 16:31:16 -07:00
yujonglee
0dd5e6e289
feat(ocr): add Reducto legacy and v3 adapters (#40535)
* feat(ocr): add Reducto adapters

* fix(ocr): decline missing Reducto credentials

* fix(ocr): map Reducto credentials in gateway errors

* test(ocr): keep Reducto coverage at SDK boundary

* test(ocr): remove stale gateway Reducto cases

* fix(ocr): stop retaining Reducto responses by default

* refactor(ocr): preserve Reducto extra params

* refactor(ocr): adopt request preparation contract

* fix(ocr): preserve provider model passthrough

* fix(ocr): reject unknown Reducto models

* fix(ocr): preserve Reducto provider options
2026-09-11 16:22:56 -07:00
shivam
bf9e8ea9ef fix(bedrock_mantle): gate reasoning.summary on the OpenAI Responses path
Mantle's /openai/v1/responses rejects reasoning.summary values other than "auto" with 400 unsupported_parameter. Drop it with a warning under drop_params, otherwise raise UnsupportedParamsError naming the remedy.

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-11 23:19:17 +00:00
Mateo Wang
f90b5cad8a
Merge pull request #40740 from BerriAI/litellm_bedrock_openai_xhigh_flags
fix(cost-map): bedrock reasoning effort flags, registry audit fixes for vertex/openai/together/openrouter, absorb cerebras and inception rows
2026-09-11 14:41:18 -07:00
yuneng-jiang
d51a7af655
fix(search): propagate GET provider HTTP errors (#40779) 2026-09-11 14:07:32 -07:00
mateo
e3130a87bc test(cost-map): type the monkeypatch fixture in cerebras and inception registry tests
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-11 19:50:27 +00:00
mateo
4ffd4ecc83 fix(model_prices): absorb cerebras/inception PRs, fix vertex/openai/together/openrouter pricing
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-11 19:37:45 +00:00
yujonglee
89f1f9567d
refactor(ocr): route native requests through core (#40532)
* refactor(ocr): route native Mistral through core

* fix(ocr): preserve Azure API base resolution

* chore(ocr): document bridge boundary casts

* fix(ocr): keep Azure environment resolution in Rust

* fix(ocr): centralize native execution and isolate request logging

* refactor(ocr): narrow native migration to bridge routing

---------

Co-authored-by: Stack Plan <stack-plan@example.invalid>
2026-09-11 12:37:19 -07:00
Mateo Wang
0fe9de8550
Merge pull request #39507 from BerriAI/litellm_fix_oci_streaming_chunk_ids
fix(oci): pin one response id per streamed completion, skip the [DONE] sentinel
2026-09-11 11:46:35 -07:00
ryan-crabbe-berri
f72b117b21 fix(vertex_ai): return 400 for invalid reasoning_effort instead of 500
Both reasoning_effort mappers ended their if/elif chain in a bare ValueError.
exception_type() has no branch for ValueError, so it fell through to the shared
APIConnectionError fallback and the proxy answered a malformed client request
with a retryable HTTP 500 carrying no hint of the accepted values.

Raise UnsupportedParamsError (400) instead, listing the supported set, matching
what the Anthropic and Bedrock transforms already do and what this same file
already does at its five other param-validation sites.

This also covers 'xhigh' and 'max', which are members of litellm's own
REASONING_EFFORT literal but have no Gemini mapping, so callers bridging from
OpenAI-shaped code were hitting the 500 without typing anything wrong.

Fixes #40474

Claude-Session: https://claude.ai/code/session_01XT1qsbjLwnhiN5sQ2hNUxr
2026-09-11 10:00:35 -07:00
devin-ai-integration[bot]
47bba14336
fix(passthrough): parse Bedrock stream spend incrementally instead of buffering the whole response (#40724)
* fix(passthrough): parse Bedrock stream spend incrementally instead of buffering the whole response

Bedrock pass-through streaming kept every relayed chunk in memory until EOF and
then decoded, parsed and translated the whole stream again for spend logging.
Large or concurrent streams could exhaust proxy worker memory.

Sync and async passthrough wrappers now hand each chunk to a provider stream
collector as it is relayed. Bedrock decodes event-stream frames incrementally,
folds consecutive text deltas, and keeps only what stream_chunk_builder needs
for usage, tool calls and metadata. Text deltas are no longer retained in the
Bedrock and Anthropic stream decoders either. Providers without a collector
keep the previous raw-bytes behavior. Collector failures are isolated so spend
tracking can never interrupt the customer stream

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(passthrough): assert the spend payload the collector builds instead of mock internals

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

* test(passthrough): type the Bedrock collector helpers by the collector protocol instead of asserting the class

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>

---------

Co-authored-by: yassin <yassin@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-11 09:53:37 -07:00
Joshua Valluru
da1dfcdb24 refactor(mcp): reuse the shared HTTP handler for bounded probes 2026-09-10 19:59:07 -07:00
ryan-crabbe-berri
033f2e5e2a feat(wandb): default unmapped W&B models to reasoning-capable
W&B's serverless catalog grows faster than the registry names it, so a model
they ship today resolves as non-reasoning here until someone edits the cost map,
and the caller's reasoning_effort is dropped or rejected.

Add a wandb-reasoning-baseline capability rule to fallback_generalizations so any
wandb/ id the map has not described defaults to supports_reasoning. Rules lose to
exact entries, so mapped non-reasoning models such as
wandb/meta-llama/Llama-3.1-8B-Instruct are unaffected.

The rule carries no mode and no pricing, so cost stays on the standard unpriced
behavior and the deployment does not read as catalog-mapped to the router's
reasoning-effort resolver.

Claude-Session: https://claude.ai/code/session_01A6SkwJdfZUmkzfUkrEkqX8
2026-09-10 16:40:07 -07:00
Mateo Wang
56b51db451
Merge pull request #35091 from fzowl/feat/voyage-context-4
fix(voyage): accept flat list[str] input for contextual embeddings
2026-09-10 14:29:23 -07:00
ryan-crabbe-berri
2f114d44ed
Merge pull request #39190 from WolframRavenwolf/litellm_wandb_reasoning_effort
fix(wandb): preserve reasoning_effort in chat completions
2026-09-10 14:02:49 -07:00
mateo-berri
065ab11f0b Merge remote-tracking branch 'origin/litellm_internal_staging' into HEAD 2026-09-10 13:55:11 -07:00
mateo-berri
d3a0b0d45b fix(voyage): let caller params win for contextual auto-chunking and drop duplicate cost map entries
A flat list[str] sent to voyage-context-4 is treated as independent inputs and forwarded flat with
enable_auto_chunking=True, chunk_size=32000, and input_type=document unless the caller already set
input_type=query. Caller-supplied params now override the defaults instead of being clobbered.

The voyage-4 family and voyage-context-4 cost map entries already exist on litellm_internal_staging,
and voyage-4-nano is not served by the Voyage API, so those additions and their pricing test are dropped.
2026-09-10 13:51:45 -07:00
Wolfram Ravenwolf
13ddd1ec64 fix(wandb): gate reasoning effort on model capabilities 2026-09-10 20:47:13 +02:00
Mateo Wang
e907e5ee9b
Merge pull request #39237 from BerriAI/litellm_fix_dashscope_rerank_endpoint
fix(dashscope): remap chat-shaped api_base to the live rerank route
2026-09-10 10:31:48 -07:00
ryan-crabbe-berri
11ec6f7a36
Merge pull request #38509 from yinonkahta-p5/litellm_pointfive_logger
feat(pointfive): add the pointfive logging integration
2026-09-10 10:26:51 -07:00
ryan-crabbe-berri
3ddb920028 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_bedrock_aws_session_tags 2026-09-10 09:42:22 -07:00
mateo
134d1f3899 fix(model_prices): registry audit 2026-09-10, absorb open pricing PRs
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-10 13:17:14 +00:00
Yinon Kahta
0b898b47ca fix(http_handler): let put opt out of following redirects
get and post already take follow_redirects. put built the request and sent it
with the client default, so a caller uploading to a URL it did not choose had
no way to refuse a redirect. Same plumbing as the other two methods.
2026-09-10 14:02:35 +03:00
tin-berri
13837d319d
fix(openai): drop tool schema regex patterns OpenAI's validator cannot compile (#40485)
* fix(openai): drop tool schema regex patterns OpenAI's validator cannot compile

OpenAI validates function tool parameters with jsonschema's format checker,
which compiles every pattern with Python re. Claude Code's Artifact tool ships
an ECMA-262 pattern with \p{..} Unicode property escapes, so any OpenAI target
behind /v1/messages, /v1/responses or /v1/chat/completions 400s with
"Invalid schema for function 'Artifact': '...' is not a 'regex'" for every
model family. Drop only the patterns Python re rejects, keep the rest, at the
same seams that already flatten top-level combinators.

* fix(openai): walk only schema positions, iteratively, and drop regexes for every openai deployment

Review round: the regex sanitizer now walks JSON Schema applicator positions
only (properties, items, prefixItems, combinators, $defs, additionalProperties
and the rest), so a pattern key inside default, examples, const or a vendor
extension is data and stays. It also drops patternProperties keys Python re
cannot compile, which OpenAI checks the same way. The walk is level-order and
rebuilt deepest level first instead of recursive, so the code-quality recursion
gate passes and there is no depth cap below what a JSON parser admits. On the
chat wire an openai deployment with a custom api_base now drops such regexes
too, since that base is usually a proxy in front of the same validator, while
the lossier combinator flattening stays limited to api.openai.com hosts.
2026-09-09 22:08:30 -07:00
tin-berri
c14e782810
feat(proxy): expose reversible Claude Code model listing aliases (#40515)
Encode complete non-Claude source names and include source_model in the
Claude Code listing. Preserve configured route and alias precedence,
normalize once before model policy checks, and select CLI models using
explicit source identity instead of name stripping or positional joins.

Resolves LIT-7360


Claude-Session: https://claude.ai/code/session_01WyqeRhfZGm26zAnHx9P3kq

Co-authored-by: Claude Fable 5.1 <noreply@anthropic.com>
2026-09-09 22:04:37 -07:00
Mateo Wang
69245feff4
Merge pull request #39863 from BerriAI/litellm_lit_7022_azure_ai_passthrough_config
fix(azure_ai): add passthrough config so router-model relays reach the deployment's own endpoint
2026-09-09 20:56:57 -07:00
Mateo Wang
8ec2f00955
Merge pull request #40451 from BerriAI/litellm_responses_bridge_replay_encrypted_reasoning
fix(anthropic): replay OpenAI encrypted reasoning byte for byte through the /v1/messages bridge
2026-09-09 19:45:11 -07:00
mateo-berri
966a58d1c8 Merge branch 'litellm_internal_staging' into litellm_lit_7022_azure_ai_passthrough_config 2026-09-09 19:42:28 -07:00
mateo-berri
a6681950e8 Merge branch 'litellm_internal_staging' into litellm_lit_7022_azure_ai_passthrough_config 2026-09-09 19:35:55 -07:00
Mateo Wang
26626348f8
Merge pull request #40270 from BerriAI/litellm_bedrock_sign_request_off_loop
fix(bedrock): sign requests off the event loop on every async path
2026-09-09 19:31:58 -07:00
mateo-berri
3dcc09b26c fix(bedrock): keep the signing pool to AWS configs on the async-transform path
The async-transform path in the shared handler sent every provider's sign_and_log to the AWS pool, so Ollama, Snowflake, and watsonx queued behind Bedrock refreshes there. Only SignsRequestsWithAWS configs take run_aws_signing now, the rest keep the default-executor hop they had. The executor isolation test also runs on its own loop instead of pinning a one-thread default executor on the session-scoped pytest loop
2026-09-09 19:16:11 -07:00
Mateo Wang
2611f6420a
Merge pull request #33409 from BerriAI/litellm_fix_bedrock_deepseek_thinking_leak
fix(bedrock): stop leaking Anthropic `thinking`/`reasoning_effort` into DeepSeek Converse requests
2026-09-09 19:13:16 -07:00
Mateo Wang
1d18b61e3e
Merge pull request #40074 from mihidumh/fix/mai-image-unsupported-params
fix(azure_ai): reject unsupported n and size params on MAI image models
2026-09-09 19:11:11 -07:00
mateo-berri
8627576c9c fix(azure_ai): keep a deployment named like the first native path segment in the relayed URL 2026-09-09 19:11:04 -07:00
mateo-berri
263c34fa26 Merge branch 'litellm_internal_staging' into litellm_fix_bedrock_deepseek_thinking_leak 2026-09-09 19:01:39 -07:00
mateo-berri
d93baa3f2c fix(bedrock): sign on a dedicated executor instead of the shared default one
asyncio.to_thread puts every Bedrock signing on the loop's default executor, the same pool every provider's async entry point hops through, so signings parked on botocore's refresh lock queued unrelated providers behind Bedrock. run_aws_signing runs them on a 16-thread pool only AWS signing uses
2026-09-09 18:52:00 -07:00
mateo-berri
a25eccafc9 fix(azure_ai): drop the api_base path segments a relay already repeats 2026-09-09 18:32:13 -07:00
mateo-berri
4d4906e94e Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_responses_bridge_replay_encrypted_reasoning
# Conflicts:
#	litellm/router_utils/pre_call_checks/encrypted_content_affinity_check.py
#	tests/test_litellm/router_utils/pre_call_checks/test_encrypted_content_affinity_check.py
2026-09-09 18:23:07 -07:00
Mateo Wang
b22ca7ac6d
Merge pull request #40464 from BerriAI/litellm_internal_copy_35771
fix(azure): respect DEFAULT_MAX_RETRIES in initialize_azure_sdk_client (internal copy of #35771)
2026-09-09 18:19:08 -07:00
Mateo Wang
21ae29b759
Merge pull request #40284 from BerriAI/litellm_legacy_hook_streaming_pipeline_step
feat(guardrails): run legacy post-call hooks as streaming pipeline steps
2026-09-09 18:14:37 -07:00
Mateo Wang
53f3e70f02
Merge pull request #40461 from BerriAI/litellm_lit_7373_responses_custom_tool_call_guardrail
fix(guardrails): scan and rewrite Responses custom_tool_call output items
2026-09-09 18:13:00 -07:00
Mateo Wang
0e088337a2
Merge pull request #31884 from BerriAI/litellm_add-claude-sonnet-5-pricing
fix(pricing): rolling model registry update: Bedrock gpt-6-astra, gpt-image-2.5, Cohere rerank 4, Vertex Grok 4.3/4.6/4.20, Gemini 3.5 audio, OpenAI web search fee, xAI Imagine video, Lyria 3.5, Voyage, ChatGPT GPT-5.5/5.6, Bedrock Mantle, Scaleway dates
2026-09-09 18:11:37 -07:00
tin-berri
6b721de3e5
fix(databricks): route Unity model services through AI Gateway (#40492)
Co-authored-by: Claude Code <noreply@anthropic.com>
2026-09-09 17:15:48 -07:00
Mateo Wang
b7dad8b44e
Merge pull request #40294 from shotsan/fix/empty-choices-handling
fix(convert_dict_to_response): handle empty choices list without raising 500 APIError
2026-09-09 16:34:47 -07:00