Commit graph

280 commits

Author SHA1 Message Date
Mateo Wang
1ce66e98a2
Merge pull request #40989 from BerriAI/litellm_responses_bridge_hoist_additional_tools
fix(responses): hoist Codex additional_tools input items into the chat bridge tools
2026-09-14 23:33:38 -07:00
mateo-berri
e3152c011d fix(responses): classify streamed tool calls on the chat name and strip guardrail edits around the grammar block
The streaming bridge restored the namespace before deciding whether a tool call was a custom tool, so a namespaced function sharing a short name with a nested custom tool streamed back as a custom_tool_call. Classify on the raw chat tool name first, the way the non-streaming path already does.

The guardrail merge only stripped the namespace prefix and grammar suffix from the ends of the edited description, so a guardrail appending text after the grammar block left the block in the member description and the chat conversion appended it a second time. Strip the first occurrence of each instead.
2026-09-14 22:58:25 -07:00
yucheng
fe0fb97fd2 fix(guardrails): record not_run when a skipped role mixes text and images
Only image-only unscoped content stays unrecorded; text or tool content
removed by scoping is recorded as not_run even when an image sits beside it.
Also keeps the type-discipline budget flat by returning the reason from the
helper and annotating the accumulator lists _extract_inputs requires.

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-15 05:20:56 +00:00
yucheng
714b113c5f fix(guardrails): leave scoped-out image-only input unrecorded and split the not_run helper
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-15 05:10:32 +00:00
yucheng
9acdebf563 chore: merge origin/main into litellm_lit6314_guardrail_metadata_transfer
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-15 05:03:31 +00:00
mateo-berri
16c326537f fix(guardrails): define UnappliableRequestRewrite in the shared guardrail translation utils
The three guardrail translation handlers imported the exception from the proxy policy engine through a function-local import, which CodeQL flagged as a cyclic import. The exception and its helper now live next to the handlers in the shared guardrail translation utils, and the tests import it from there.

The Prompt Security modify-mode helper is also restructured into early-return TypedDict displays so the LIT002 budget stays at its limit
2026-09-14 18:39:54 -07:00
yucheng
5ceec4c21e fix(guardrails): cite message scoping only when an unscoped pass finds content
The not_run reason now says after message scoping only when the same messages carry text or tool calls without the skip flags applied. A request that is empty to begin with, whatever the flags, records no scannable content

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-15 00:03:02 +00:00
yucheng
52da64a45b fix(guardrails): only cite message scoping in the not_run reason when scoping is on
A request whose messages carry no scannable content at all, with no skip flag set, now records the neutral reason no scannable content instead of blaming configuration

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-14 23:56:32 +00:00
yucheng
0519d86346 fix(guardrails): stop labelling image-only input as a not_run scoping skip
Images without text were never dispatched to guardrails before this change, so that gap is not a message scoping skip and must not get a not_run entry

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-14 23:49:03 +00:00
yucheng
0d0b96ed06 Revert "refactor(guardrails): rename scoped-out evaluation status from not_run to skipped"
This reverts commit b37ce94075.
2026-09-14 23:46:09 +00:00
yucheng
bd9a87ea76 Revert "fix(guardrails): keep legacy not_run neutral and stop labelling image-only input as skipped"
This reverts commit f78dd921c9.
2026-09-14 23:46:09 +00:00
yucheng
f78dd921c9 fix(guardrails): keep legacy not_run neutral and stop labelling image-only input as skipped
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Usage tracking, compliance and the dashboard now treat both not_run (older spend logs) and skipped as unevaluated through a shared UNEVALUATED_GUARDRAIL_STATUSES set, so old records stop counting as passed. The skipped record is no longer written when the request carried images, since images without text were never dispatched to guardrails before this change and that gap is not a message-scoping skip

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-14 22:34:33 +00:00
yucheng
b37ce94075 refactor(guardrails): rename scoped-out evaluation status from not_run to skipped
The per-guardrail status a scoped-out evaluation records is now skipped, matching the
skip_*_in_guardrail settings that cause it. Request-level rollup still maps it to not_run
so the StandardLoggingPayload status contract is unchanged

Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-14 22:15:53 +00:00
yucheng
b4e3d7c533 chore: merge main into litellm_lit6314_guardrail_metadata_transfer
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-14 17:33:04 +00:00
mateo-berri
7ea19eccc7 fix(responses): keep namespace custom tools through guardrail merges and Mantle params identity 2026-09-13 03:02:03 -07:00
mateo-berri
37447c98f7 fix(guardrails): reject per-message texts that cannot land on a string input or a Messages request 2026-09-13 02:28:43 -07:00
mateo-berri
09314f239c fix(guardrails): hand per-message rewrites back as structured_messages
A guardrail that rewrites text per chat message now returns the rewritten
rows as structured_messages instead of only texts, so the Responses and
chat handlers write the rewrite back through the structured path. The
generic guardrail API response accepts an optional structured_messages
list, Prompt Security modify builds one from modified_messages, and rows a
server echoes back exactly as shown are restored to the original row
objects because the request model drops undeclared keys. Texts-only
per-message answers keep the named rejection on both endpoints.
2026-09-13 00:54:29 -07:00
mateo-berri
a635d7be6a fix(guardrails): write per-message guardrail rewrites back onto Responses input items
A guardrail that answers one rewritten text per message it saw no longer
matches the texts the Responses handler extracted once the request carries
instructions or tool items, so the rewrite was rejected with a 500. Spread
such an answer over the structured messages' text slots and write it back
through the structured path, have Prompt Security modify return
structured_messages directly, and give the chat completions pairing the same
named rejection instead of a silent misalignment when the counts differ.
2026-09-12 20:29:09 -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
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
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-berri
a248ff2c6e fix(guardrails): fail open on Responses tool-call rewrites in another shape and keep item names
Guardrails that hand back tool_calls in their own shape (vendor JSON, user code output) raised a KeyError on the non-stream Responses write-back. Returned tool calls are now validated before comparison; a shape or count that does not line up leaves every tool-call item unchanged and logs a warning naming the guardrail. A tool call's name is written back only when the guardrail changed it, so a nameless custom_tool_call no longer picks up the custom_tool placeholder.
2026-09-09 16:14:50 -07:00
mateo-berri
ae6893bc64 refactor(guardrails): narrow the Responses tool-call item mapping types 2026-09-09 15:38:55 -07:00
mateo-berri
0a053d2c81 test(guardrails): cover streamed tool-call name rewrites on chat and Messages
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Skipping the name write-back in either handler left every test green; a
guardrail that renames a tool call now has a regression test on both the
chat chunk path and the Anthropic SSE path
2026-09-09 14:21:40 -07:00
mateo-berri
a9cce4f1ed fix(guardrails): scan and rewrite Responses custom_tool_call output items
Post-call guardrails on /v1/responses only treated function_call output
items as tool calls, so a custom_tool_call item (Codex's exec shell tool
on GPT-5.6 models) was never scanned or masked, non-streaming and
streaming alike. Both item types now flow through the shared
tool_call_dict_from_output_item helper, ended-stream delivery syncs the
custom_tool_call_input delta/done events and the item's input field, and
the completed-response scan key fingerprints both kinds of item.

Non-streaming Responses tool-call MASK rewrites were also never written
back to the output item even for function_call; they are now.
2026-09-09 13:38:51 -07:00
mateo-berri
1133507565 refactor: type the buffered stream rewrite helpers without Any 2026-09-08 17:46:55 -07:00
mateo-berri
89e11949c8 fix(guardrails): key Responses stream tool-call rewrites by call_id
Bridged Responses streams give reasoning and message items output_index 0
and start function calls at 1, so keying rewrites by output_index rewrote
the wrong items. Rewrites now follow each function call's call_id through
the buffered item and argument events, refuse when an event cannot be
resolved to a rewritten call, and the refusal branches on all three
handlers get regression tests
2026-09-08 13:22:30 -07:00
mateo-berri
e65c56876f fix(guardrails): write tool-call rewrites into typed Responses envelopes
The response.completed envelope carries its function_call output items as
SDK objects without a get shim, so the write-back skipped them and the
envelope still showed the original arguments after every stream event had
been rewritten. Write the item whenever one is present, and cover the typed
event shape the live proxy carries in the handler test.
2026-09-08 11:42:51 -07:00
mateo-berri
cbe340a31c feat(guardrails): deliver tool-call rewrites into buffered streams
A post_call pipeline guardrail that rewrites a streamed tool call (its
arguments or its name) now has that rewrite written back across the buffered
chunks on chat, Responses, and Messages streams, so the client receives the
rewritten tool call instead of the original. The chat handler rewrites the
first fragment of each tool-call index and blanks the rest, the Responses
handler syncs the function_call output items and their argument events, and
the Messages handler rewrites the tool_use content_block_start and
input_json_delta events in both dict and SSE-bytes chunks.

The delivers_ended_stream_text_rewrites flag becomes
delivers_ended_stream_rewrites, since the write-back now covers both text and
tool calls, and the executor only discards a tool-call rewrite on translations
without write-back or on a shape the translation refuses.
2026-09-08 11:38:18 -07:00
mateo-berri
0d5ea553da Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_fix_post_call_policy_pipeline 2026-09-07 17:24:10 -07:00
Mateo Wang
9eaf15bcf9
Merge pull request #38842 from BerriAI/litellm_fix_responses_reasoning_drop_params
fix(responses): drop unsupported reasoning param for openai non-reasoning models
2026-09-07 15:14:13 -07:00
mateo-berri
d748cf40b7 fix(responses): only drop reasoning when it carries an effort and let an explicit map flag win
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2026-09-05 18:53:37 -07:00
mateo-berri
f62130a479 fix(responses): floor reasoning support on the bundled cost map and resolve fine-tuned ids
A live cost map older than this release, or a proxy whose map fetch lags, could
strip `reasoning` from a model this release knows accepts it. The bundled map is
now the floor: any OpenAI entry it flags as reasoning keeps the param whatever
the live map says. Fine-tuned ids with an empty suffix (`ft:gpt-4o-2024-08-06:org::id`)
now resolve to their base entry instead of failing open, `chat-latest` carries
the flag, and the schema test keeps every codex, deep-research, and chat-latest
entry flagged. The none-effort check goes through a public wrapper so the
responses config stops importing a private helper.
2026-09-05 16:24:36 -07:00
devin-ai-integration[bot]
4df284e16d
fix(guardrails): record guardrail information for undecorated custom apply_guardrail overrides (#39727)
Co-authored-by: yassin <yassin@berri.ai>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-05 11:39:24 -07:00
mateo-berri
d992937900 fix(responses): read reasoning support from the cost map instead of model-name rules 2026-09-05 03:17:11 -07:00
mateo-berri
832a05458b Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_fix_responses_reasoning_drop_params 2026-09-05 02:40:00 -07:00
tin-berri
78ad88f52c
fix(responses): decode JSON-string tool schemas before sending to the provider (#39844)
* fix(responses): decode JSON-string tool schemas before sending to the provider

A caller that hands a tool schema over already JSON-encoded reached the
Responses API with a string `parameters`, and the provider rejected the
request with a 400 naming the routed model instead of the offending tool.
Decode it at the one place every Responses request converges, and refuse
anything that is neither an object nor a string encoding one.

Collapses the duplicated input/tool sanitization block shared by the
request and compact-request builders into a single owner, so the decode
cannot be wired into one path and not the other.

* test(responses): pin null tool schemas as accepted, and type the parametrized cases

The Responses API serves `parameters: null` and an omitted schema alike, so
neither may raise. Pin both against a future tightening, annotate the
parametrized inputs, and trim the docstrings back to what the code does not
already say.
2026-09-05 05:14:44 +00:00
mateo-berri
19da217167 fix(openai): mint workload identity tokens for PrivateLink and regional api.openai.com hosts 2026-09-03 14:38:47 -07:00
Mateo Wang
025a3ca42f
Merge pull request #39631 from BerriAI/litellm_gpt_6_astra_detection
fix: treat gpt-6 names as the gpt-5 request family in OpenAI and Azure configs
2026-09-03 14:00:59 -07:00
mateo-berri
ab515dbc90 fix: treat gpt-6 names as the gpt-5 request family in OpenAI and Azure configs 2026-09-03 13:20:13 -07:00
Mateo Wang
80250807db
Merge pull request #38808 from BerriAI/litellm_headroom_ccr_streaming_responses
fix(headroom): resolve CCR retrieval on streaming /v1/responses
2026-09-03 13:13:18 -07:00
Mateo Wang
1e2d6abc18
Merge pull request #39614 from BerriAI/litellm_fix_stream_usage_default_openai_hosts
fix(openai): default stream usage on PrivateLink and regional api.openai.com hosts
2026-09-03 13:13:00 -07:00
mateo-berri
1e75668a25 fix(openai): default stream usage on PrivateLink and regional api.openai.com hosts 2026-09-03 12:37:17 -07:00
mateo-berri
ec2e35b679 fix(image_gen): keep the provider's echoed size, quality, and output_format on gpt-image responses 2026-09-03 11:07:08 -07:00
mateo-berri
4d3c1998af fix(image_gen): report the requested output_format on gpt-image responses 2026-09-03 10:50:23 -07:00
Mateo Wang
4f7b20ec10
fix(guardrails): skip streaming guardrail rounds that re-scan cleared output (#39386)
* fix(guardrails): skip streaming guardrail rounds that re-scan cleared output

Streaming guardrails scanned the finished answer twice at end of stream
whenever the chunk count landed on a multiple of the sampling rate, ran
sampled rounds whose payload was identical to the previous one, and on
/v1/messages could scan an empty text before the first content chunk.
Every redundant round is a paid guardrail provider call.

Each endpoint handler now exposes a scan key describing what a round
would hand to apply_guardrail (the text so far, plus tool calls once the
stream has ended), and the unified streaming hook skips a sampled or
end-of-stream round whose key equals the last scanned one or carries
nothing to scan yet. Rounds that carry tool calls are never skipped.

* test(guardrails): expect one end-of-stream scan when the terminal chunk is sampled

Update sampled cadence expectations and use tuple-backed scan state

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>
2026-09-02 18:25:28 -07:00
yassin
6d5a3ab42c merge: litellm_internal_staging into litellm_headroom_ccr_streaming_responses
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-09-03 00:24:17 +00:00
mateo-berri
7cbc74399d fix(responses): accept pydantic tool objects returned by guardrails 2026-09-02 15:24:43 -07:00
mateo-berri
5561b8438c fix(responses): keep a namespace's non-function members when every function member is dropped 2026-09-02 14:18:16 -07:00
mateo-berri
dc12e4c2b4 fix(responses): match guardrail tools by ordinal in one pass
Sort the chat-tool keys once and number duplicates with groupby instead of
rescanning every preceding key per position, so the guardrail merge stays
O(n log n) on client-supplied tool lists. Drop the comment that restated the
unsupported-tool warning in the Responses-to-chat transformation.
2026-09-02 12:57:01 -07:00