Commit graph

467 commits

Author SHA1 Message Date
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 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-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
e27a549aa9 test(bedrock): type the probe credential overrides 2026-09-09 16:14:00 -07:00
mateo-berri
fbc6fb56ae fix(bedrock): route gpt-6-astra reasoning_effort to reasoning.effort and mark Nova 2 tool_choice
The converse reasoning gate only matched openai.gpt-5, so gpt-6-astra fell through to
Anthropic's thinking block and Bedrock rejected the call with 400 Unknown parameter:
'thinking'. Match any openai.gpt-<digit> model at the three gate sites instead.

Nova 2 lite and pro accept forced tool_choice on Converse (verified live on
us.amazon.nova-2-lite-v1:0), so the nine Nova 2 registry keys now advertise
supports_tool_choice. The invoke dispatcher also forwards json_mode to Nova like it
already does for Anthropic and TwelveLabs.
2026-09-09 16:06:19 -07:00
mateo-berri
d644e4970f Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_bedrock_sign_request_off_loop
# Conflicts:
#	tests/test_litellm/llms/bedrock/embed/test_bedrock_embedding.py
2026-09-09 15:43:48 -07:00
ryan-crabbe-berri
d909c101ab fix(bedrock): forward aws_session_tags in batch cancel
cancel_batch resolved credentials and polled job status without the
deployment's aws_session_tags, so on a tag-gated trust policy batch
create and retrieve succeeded while cancel failed with AccessDenied.
Thread the tags through both calls and cover it with a regression test
that fakes STS behind a tag-gated trust policy.
2026-09-09 15:08:21 -07:00
mateo-berri
5bdf45726d fix(bedrock): honor the json_mode kwarg on invoke Nova structured output and keep gpt-4o-mini off chat web search 2026-09-09 13:52:08 -07:00
ryan-crabbe-berri
7b43977460 feat(bedrock): thread aws_session_tags into STS AssumeRole
Operators can now set aws_session_tags on a Bedrock or SageMaker
deployment and every AssumeRole call carries them as STS session tags,
so trust policies gated on sts:TagSession admit the session and
CloudTrail and cost reports see the tags. Tags are validated up front,
sorted into the credential cache key so tag order does not fork
sessions, stripped from invoke and embedding request bodies, and
blocked from client request bodies like the other AWS identity params.

Based on #34073.

Co-authored-by: Satya Yedida <222552552+satya-rubrik@users.noreply.github.com>
2026-09-09 12:37:36 -07:00
Animesh Kumar
6195fbf5f3 test: isolate bedrock aws tests from ambient SSL env vars
Nine cases assert the sts client is built with verify=True, but get_ssl_verify
reads SSL_CERT_FILE and SSL_VERIFY, so the argument depended on the ambient
environment. The published images set SSL_CERT_FILE, so the suite failed there
while passing in CI.

Fixes #40357
2026-09-09 23:24:12 +05:30
mateo-berri
dd707da81c fix(bedrock): forward raw reasoning_effort to DeepSeek V3, drop it only for R1
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2026-09-08 20:28:58 -07:00
mateo-berri
738896d776 Merge branch 'litellm_internal_staging' into litellm_fix_bedrock_deepseek_thinking_leak 2026-09-08 20:28:54 -07:00
Yuneng Jiang
1638473332
fix(bedrock): keep deletion response IDs in request context 2026-09-08 19:02:08 -07:00
Yuneng Jiang
f17632c036
chore: sync batch tests with latest staging 2026-09-08 18:36:15 -07:00
mateo-berri
0f224dd4ed fix: sign Bedrock guardrail, embedding, and Mantle requests off the event loop
Bedrock Guardrails resolved credentials and signed inline on the loop in
its three async paths, Titan embeddings signed each batch item inline in
the async loop, and Bedrock Mantle requests slipped past the off-loop
gate because BedrockMantleAuthMixin composes a BaseAWSLLM instead of
inheriting from it. Introduce the SignsRequestsWithAWS marker that both
BaseAWSLLM and the Mantle mixin carry so sign_request_off_loop_if_aws
covers Mantle, and move the guardrail and embedding signing into
asyncio.to_thread. Every new test fails at the previous tip.
2026-09-08 16:59:34 -07:00
Mateo Wang
568c5713ef
Merge pull request #40180 from BerriAI/litellm_lit_4352_marengo_embed_3
feat(bedrock): add TwelveLabs Marengo Embed 3.0 embeddings
2026-09-08 16:38:07 -07:00
mateo-berri
71a4a6e912 refactor: keep the AWS JSON signing helper under llms and bound the probe's refresh wait 2026-09-08 16:20:50 -07:00
yuneng-jiang
2c430061d7
Merge branch 'litellm_internal_staging' into litellm_batch_e2e_cleanup 2026-09-08 13:55:42 -07:00
mateo-berri
384eee26a5 fix(bedrock): reject s3 Marengo media without bucketOwner and skip items without an embedding 2026-09-08 12:53:01 -07:00
mateo-berri
89c3a8216b fix(bedrock): sign requests off the event loop on every async path
SigV4 signing resolves AWS credentials, and botocore refreshes expiring
credentials inside that signing with a blocking HTTP call. Every async
Bedrock path that still signed on the event loop (/v1/messages, Converse,
count tokens, the agent-runtime and Comprehend Medical pass-throughs,
async-invoke status polling, realtime, AgentCore, SQS, S3) now signs on a
worker thread, so one Bedrock request no longer stalls the whole worker.

Fixes #40165
2026-09-08 11:54:43 -07:00
mateo
5cfe20a68d test: collapse blank lines left by removed tests
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-08 02:21:55 +00:00
mateo
3023497590 test: drop static cost-map value assertions
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-08 02:19:32 +00:00
mateo-berri
a601c00afd fix(bedrock): pass litellm_params into the Bedrock embedding call so drop_params reaches Marengo 3.0 2026-09-07 18:47:25 -07:00
mateo-berri
80fea089b6 fix(bedrock): reject Marengo 2.7-only and misplaced media params on 3.0 unless drop_params
Marengo 3.0 requests now get a 400 naming any textTruncate, lengthSec,
useFixedLengthSec, or minClipSec parameter, and any video or audio option
sent with a text, image, text_image, or multi_input request, instead of
silently dropping them. drop_params (global, per deployment, or per
request) drops them instead. Pydantic validation errors name the field
and the reason, and the 3.0 marker is the exact "marengo-embed-3-" model
id segment.
2026-09-07 18:40:31 -07:00
mateo-berri
86790a7723 fix(bedrock): bill Marengo embeddings per request instead of per estimated token
AWS prices Marengo 2.7 and 3.0 text and image embeddings per request, never per
token, and their responses carry no token count. The old transform estimated
prompt tokens from the vector length, which billed a text request at 128 tokens
times the per-token rate (0.00896 instead of 0.00007). Marengo responses now
report zero tokens with query_count and image_count derived from the request
batch, and all six Marengo cost-map entries price per request (with the video
and audio per-second and per-image rates on the base entries). query_count is a
new prompt_tokens_details field wired to input_cost_per_query in the cost
calculator.
2026-09-07 18:20:28 -07:00
mateo-berri
dc09d9e7cf feat(bedrock): add TwelveLabs Marengo Embed 3.0 embeddings 2026-09-07 17:24:17 -07:00
yucheng-berri
1009976c49
fix(bedrock): keep x-amzn-RequestId on chat error responses (#40089)
* fix(bedrock): keep x-amzn-RequestId on chat error responses

Bedrock chat error paths built BedrockError from only a status code and a
message, so the provider response headers were gone before exception mapping
ran and the proxy had nothing to forward. AWS support needs x-amzn-RequestId
to investigate a server-side error.

- converse and invoke chat handlers pass the real headers and response when
  they turn an httpx.HTTPStatusError into a BedrockError, and read the body
  through error_response_text so a streamed body nobody read does not throw
- every bedrock chat get_error_class honors the headers it is already handed:
  invoke, moonshot, bedrock-hosted openai, agentcore and the invoke agent
- BedrockError carries those headers into the response it synthesizes when a
  caller has headers but no response, skipping values httpx cannot carry
- the bedrock 500 mapping forwards the provider response like its 4xx and 503
  siblings instead of fabricating a blank one

The proxy now returns llm_provider-x-amzn-requestid on Bedrock chat errors.

* fix(bedrock): keep request-id on text-classified errors

The context-window and image branches of _map_bedrock_exception built their
litellm exception without the provider response, so a Bedrock 400 classified
by its body text lost x-amzn-RequestId while the sibling branches kept it.

Also narrows the new BedrockError types and trims its docstrings.

* chore(bedrock): drop the docstrings on the new error helpers

* fix(bedrock): keep request-id on every error path that has one

The ticket's root cause is that every BedrockError raise site under
litellm/llms/bedrock/ was built from status and message alone. The first
commits covered the chat and invoke handlers; this covers the rest.

Embeddings, rerank, image generation, image edit, count tokens, search and
the transformation layers now hand on the provider response or its headers,
and both bedrock_mantle configs return a BedrockError instead of the
OpenAI error that drops them.

Two blockers surfaced while verifying the streaming path. The trailing
`except Exception` in make_call and make_sync_call swallowed the BedrockError
raised a few lines above, relabelling a provider status as a 500, and the
non-200 branch read an unread streamed body, which throws.

The raise sites left alone have no provider response to carry: timeouts,
credential and config errors, and mid-stream event frames.

* fix(bedrock): forward provider headers from the count tokens route

The count tokens route converts BedrockError into an HTTPException, and dropped
the headers the handler had just kept, so that route still lost the request id.

get_response_headers now takes a Mapping so an httpx.Headers can be handed to it
without a copy.

* fix(bedrock): classify every bedrock surface through BedrockError

Eleven bedrock configs still inherited a provider-agnostic get_error_class
that builds a blank response, so the request id was gone before the proxy
read it. Claude platform, bedrock anthropic-messages, both image edit
configs, passthrough, realtime, vector stores and agentcore search now
return BedrockError, and a parametrized audit drives all 36 configs.

* fix(proxy): keep provider headers on the httpx status error branch

_handle_llm_api_exception forwards safe_headers on every branch except the
httpx.HTTPStatusError one, which the bedrock passthrough route reaches, so
the request id was dropped before the client saw the response.

* fix(bedrock): keep the request id on the timeout mappings

Timeout takes no response argument, so the three bedrock timeout branches
dropped the provider headers even when the upstream answered 408 or 504
with an x-amzn-RequestId. They now ride on the exception, already
llm_provider-prefixed, which is the form the proxy emits.

* fix(bedrock): keep the provider response on mapped timeouts

The previous round attached llm_provider-prefixed headers directly to the
Timeout. That shadowed the raw upstream headers for _get_response_headers,
so router cooldown and fallback cooldown stopped honouring retry-after on
bedrock 408/504 replies.

Give Timeout an optional response instead, the way every other mapped
bedrock exception already carries one. Retry logic reads the raw
retry-after off the response, and the proxy prefixes those headers on the
way out, so clients still see llm_provider-x-amzn-requestid.

* chore(bedrock): drop the explanatory comment on Timeout.response
2026-09-07 17:16:47 -07:00
Yuneng Jiang
7bff9bf9a2
fix(batches): handle provider cancellation and file cleanup gaps 2026-09-07 16:22:32 -07:00
Mateo Wang
9700f666d0
Merge pull request #39839 from BerriAI/litellm_async_remote_image_fetch
fix(async): move remote image fetches off the event loop for Snowflake, Bedrock invoke Claude, Mantle and Gemini
2026-09-07 10:55:04 -07:00
yujonglee
217cb12623
refactor(rust): remove per-request enablement arguments (#39928)
* refactor(rust): remove per-request enablement arguments

* fix(rust): remove ignored transcription enablement

* refactor(rust): remove OCR-specific bridge controls
2026-09-07 10:43:45 -07:00
mateo-berri
5c8016e99e Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_async_remote_image_fetch 2026-09-04 20:54:41 -07:00
mateo-berri
567915aeee fix(image_handling): inline url-sourced Anthropic document and image blocks in the async walker 2026-09-04 18:51:14 -07:00
yucheng-berri
853fed824e
fix(bedrock): stop sending toolConfig tool definitions to guardrails on passthrough converse (#39281)
Bedrock passthrough Converse routes flattened every non-empty string under
toolConfig.tools into the guardrail INPUT texts, so tool names, tool
descriptions and JSON-schema strings (object, property names, titles, type
names, enum values) each arrived as a separate guardrail item. A request whose
only prompt was one benign user message could be blocked outright because a
denied term appeared in an app-authored tool definition.

Tool definitions are now excluded from the extracted texts, matching every
other guardrail translation handler, which carries tool definitions in the
structured tools input rather than in texts. Caller content stays scanned:
message text, toolUse.input, toolResult content and json, and
additionalModelRequestFields are unchanged.

Resolves LIT-5797
2026-09-04 18:40:35 -07:00
mateo-berri
199b44a475 fix(async): move remote image fetches off the event loop for Snowflake, Bedrock invoke Claude, Mantle and Gemini 2026-09-04 17:48:56 -07:00
mateo-berri
fa5a90e08e fix(bedrock): stop the Moonshot invoke transform from resolving AWS credentials
AmazonMoonshotConfig.transform_request called
_get_boto_credentials_from_optional_params purely for its side effect of
popping the aws_* keys off optional_params, then threw the result away. On
a box whose default AWS profile uses login_session without botocore[crt],
that call raises, so a bearer-token bedrock/invoke/moonshot.* deployment
still 500s with MissingDependencyException even after the rest of this
branch skips the chain.

It now filters the aws_* keys into a local dict the way the Qwen, OpenAI
and Claude 3 invoke transformations already do, so no credentials are
resolved and the caller's optional_params keeps the keys sign_request
reads afterwards.
2026-09-03 01:20:27 -07:00
mateo-berri
88c34eed56 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_bedrock_bearer_skip_sigv4_chain 2026-09-02 17:02:28 -07:00
Mateo Wang
ff71808671
Merge pull request #35967 from BerriAI/litellm_bedrock_strip_client_metadata
fix(bedrock): strip client_metadata from converse additionalModelRequestFields
2026-09-02 16:46:48 -07:00
Mateo Wang
4286be8d5b
Merge pull request #39364 from BerriAI/litellm_fix_bedrock_mantle_messages_env_api_base
fix(bedrock): honor BEDROCK_MANTLE_API_BASE on bedrock/mantle messages and chat URLs
2026-09-02 16:46:44 -07:00
mateo-berri
277cb3a938 Merge branch 'litellm_bedrock_converse_legacy_thinking_adaptive' of https://github.com/BerriAI/litellm into litellm_bedrock_converse_legacy_thinking_adaptive
# Conflicts:
#	litellm/llms/bedrock/chat/invoke_transformations/anthropic_claude3_transformation.py
#	tests/test_litellm/llms/bedrock/chat/invoke_transformations/test_bedrock_chat_invoke_transformations_anthropic_claude3_transformation.py
2026-09-02 15:29:00 -07:00
mateo-berri
2aa005fed2 fix(bedrock): skip the SigV4 credential chain when a bearer token is configured
A deployment authenticating with api_key or AWS_BEARER_TOKEN_BEDROCK still ran
boto3's credential chain before every call, so an unloadable default profile
(a login_session profile without botocore[crt]) made Converse, embeddings,
image generation, image edit, and the Bedrock guardrail hook fail with
MissingDependencyException even though the bearer token alone signs the
request. The chain now runs only when no bearer token is configured
2026-09-02 14:28:40 -07:00
mateo-berri
fd4b15fae6 fix(anthropic): upgrade legacy thinking after the Bedrock Invoke and Vertex structured-output stub swap 2026-09-02 13:37:14 -07:00
Devin AI
0346bb2659 fix(bedrock): upgrade legacy thinking after the invoke response_format stub model swap
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-02 19:58:05 +00:00
mateo-berri
49c69c46b2 fix(bedrock): drop the OpenAI base suffix from BEDROCK_MANTLE_API_BASE before the mantle messages path 2026-09-02 11:51:27 -07:00
mateo-berri
dfaf235234 fix(bedrock): honor BEDROCK_MANTLE_API_BASE on bedrock/mantle messages and chat URLs 2026-09-02 11:08:45 -07:00
mateo-berri
1801fbb1a8 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_bedrock_converse_legacy_thinking_adaptive 2026-09-02 11:03:02 -07:00
mateo-berri
53da9bca8e fix(bedrock): drop client_metadata for every converse model 2026-09-02 10:29:44 -07:00
mateo-berri
c05aef159f Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_bedrock_strip_client_metadata 2026-09-02 09:44:14 -07:00
mateo-berri
863199c09b Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_bedrock_bearer_token_converse_crash 2026-09-01 19:07:43 -07:00