Commit graph

2708 commits

Author SHA1 Message Date
Yang Yang
74100989a2 revert: remove xAI-specific web search gate from shared cost tracking
Gate web search like OpenAI (output/annotations/web_search_requests).
xAI uses server_side_tool_usage_details only for per-call cost math, with
web_search_requests mirrored in llms/xai for existing gate compatibility.
2026-08-08 16:22:06 -07:00
Yang Yang
8ad0a57387 style: drop unused pytest import in xAI responses tests 2026-08-08 16:21:49 -07:00
Yang Yang
478118ac36 test(xai): expand cost_calculator coverage for web search helpers
Add unit tests for apply_server_side_tool_usage_details_to_usage edge
cases and model_info-driven web_search per-call pricing fallbacks.
2026-08-08 16:21:49 -07:00
Yang Yang
c03a6076ce test(xai): cover Responses tool usage attach helpers
Add unit tests for server_side_tool_usage_details extraction/attach and
streaming completed-event pass-through in XAIResponsesAPIConfig.
2026-08-08 16:21:49 -07:00
Yang Yang
7aaa9358aa fix(xai): read web_search per-call rate from model_info
Use search_context_cost_per_query from the model cost map (with $5/1k
fallback) so web search billing can change via pricing JSON updates.
2026-08-08 16:21:49 -07:00
Yang Yang
8687d7372a fix(xai): gate web search cost on server_side_tool_usage_details
Treat positive web_search_calls as a web-search signal in built-in tool
cost gating, and mirror counts onto prompt_tokens_details.web_search_requests
when attaching xAI tool usage details so charges are not skipped.
2026-08-08 16:21:49 -07:00
Yang Yang
25ad7dcb41 fix(xai): bill web_search from server_side_tool_usage_details
Use usage.server_side_tool_usage_details.web_search_calls at $5/1k calls
instead of legacy num_sources_used/web_search_requests. Preserve tool usage
details through Responses usage transform for accurate response cost.
2026-08-08 16:20:09 -07:00
mateo
bb0bb48da8 fix(proxy): do not let held-back keepalive pings block the budget reservation refund on client disconnect
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-08-08 20:05:45 +00:00
mateo
cbefb1ce5f fix(anthropic): keep pinging while the held-back follow-up stream is in flight
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-08-08 19:41:42 +00:00
mateo
f994068a73 fix(anthropic): keep pinging during agentic hooks and fail instead of replaying server-fulfilled tool_use
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-08-08 07:30:24 +00:00
mateo-berri
7bffbbd1f2 refactor(vertex_ai): drop unreachable post-path status checks in batches handler
HTTPHandler.post and AsyncHTTPHandler.post call raise_for_status before returning, so the status_code != 200 branches after the create and cancel POSTs could never run. Non-2xx already surfaces as httpx.HTTPStatusError from inside the client. The checks after GETs stay: the get helpers return without raising. Tests that faked a non-raising POST response are replaced by HTTPStatusError propagation coverage.
2026-08-07 23:00:50 -07:00
Devin AI
21df36ed09 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_vertex_batch_create_error_propagation 2026-08-08 05:42:05 +00:00
mateo-berri
e4c2ad4627 fix(anthropic): buffer streamed responses carrying server-fulfilled tools so retrieval tool calls never reach the client 2026-08-07 19:23:34 -07:00
shivam
3c96030488 fix(advisor): resolve the advisor sub-call through the proxy router
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-08-08 02:20:35 +00:00
tin-berri
e50a42051c
fix(websearch): restore snippet text in native web_search_tool_result blocks (LIT-5315) (#36228)
* fix(websearch): restore snippet text in native web_search_tool_result blocks (LIT-5315)

The build_web_search_tool_result_block method copied url/title/page_age but
hardcoded encrypted_content to empty string, never reading SearchResult.snippet.
This left every native block content-free, forcing clients to web_fetch each
result to recover evidence—the reported symptom.

The Anthropic spec carries page text only in encrypted_content (an opaque
server-issued blob we cannot mint), so snippet is emitted as an additive key
alongside the spec fields. encrypted_content stays empty rather than holding
plaintext, which would assert encryption semantics that don't hold.

The anthropic SDK's BaseModel sets extra='allow', so the additive snippet key
survives SDK parsing. litellm has no typed model for web_search_result at all,
so nothing drops it internally. Turn-2 replay behavior is unaffected: the
empty encrypted_content already exists today.

Tests:
- Updated test_shape_with_results to assert snippet present
- Added test_snippet_carried_for_every_result to cover multi-result ordering
- Added test_missing_snippet_degrades_to_empty_string for edge case
- Mutation check: reverting source-only yields 3 test failures, restored to 117 passed

Fixes: LIT-5315
Co-Authored-By: Claude <noreply@anthropic.com>

* fix(websearch): make synthesized web_search blocks replayable by native clients

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

* fix(websearch): flatten a resultless replayed search block so Bedrock accepts the next turn

The flatten added for LIT-5315 bails when the replayed web_search_tool_result
carries an empty content list, but that is exactly what the interceptor emits
when a search legitimately returns nothing and when a search raises. The block
survived into the outbound body, Bedrock rejected the tag, and the conversation
died on the following turn just as it did before the flatten existed.

An empty content list has no encrypted_content to respect and no evidence to
preserve, so it flattens safely, and its paired server_tool_use goes with it.
The rendered text now says so explicitly rather than emitting a bare header.

Adds the multi-turn replay coverage that existed nowhere: the outbound Bedrock
invoke body is asserted free of both block types, parametrized over the
results-present and resultless cases, and built from the interceptor's own
builder so the fixture cannot drift from what it emits.

Resolves LIT-5320

* test(websearch): pin flatten idempotency for the agentic-loop re-entry

The agentic loop re-enters the same /v1/messages entry point for its follow-up
call and hands it the original client history, so the flatten runs again over
already-flattened messages once per iteration. Bedrock always takes that path,
since its config reports web search as natively handled and the short-circuit
is skipped.

A pass that appended the rendered text instead of replacing the block would
duplicate the evidence on every iteration and re-ship the unsupported tag, and
no existing single-pass test sees it. Mutation checked: keeping the original
block alongside the rendered text fails this test on its own.

---------

Co-authored-by: Claude <noreply@anthropic.com>
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
Co-authored-by: Yassin Kortam <yassin@berri.ai>
2026-08-07 17:28:55 -07:00
Yassin Kortam
ae1d1cb05e
fix(http): stop pooled clients persisting cookies on the aiohttp jar too (#36149)
#35978 stopped the pooled A2A client replaying one upstream's Set-Cookie to
another by installing a blocking policy on that client's httpx cookie jar. That
covers only one of the two jars on the request path. AiohttpTransport is the
default transport unless it is explicitly disabled, and the aiohttp ClientSession
behind it keeps its own cookie jar which no httpx-level assertion can observe, so
the leak is still live on the default path: a live proxy on that commit still
delivers agent-alpha's session cookie to agent-beta's card fetch and JSON-RPC
call.

The reason it looked fixed is that aiohttp's default CookieJar is built with
unsafe=False and refuses to store cookies for IP hosts, so a proof addressed to
127.0.0.1 comes back clean whether or not that jar is blocked.

Cookie persistence is now blocked where the clients are built rather than at one
call site: blocked_cookie_jar() gives every httpx client, async and sync, a jar
whose DefaultCookiePolicy(allowed_domains=()) rejects every domain in both
directions, and both ClientSession constructions litellm owns, the transport's
session factory and the proxy's shared startup session, get a DummyCookieJar.
LiteLLM reads a response cookie nowhere, and an explicitly supplied Cookie header
still goes out, so passthrough forwarding and an agent's extra_headers are
unaffected. The A2A-scoped policy #35978 added is removed, since it is now dead.

The two suites that drive the aiohttp session factory synchronously mock
ClientSession because a real one needs a running event loop; DummyCookieJar has
the same requirement, so they mock it for the same reason.
2026-08-07 11:05:59 -07:00
mateo-berri
8ad75e5ae9 test(bedrock): cover the batch record classifier fallbacks and pin metadata handling 2026-08-06 22:35:56 -07:00
mateo-berri
9f8f9cd64d Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_wt_35675 2026-08-06 22:34:09 -07:00
Mateo Wang
281e52ac49
Merge pull request #35314 from BerriAI/devin_ai_fix_lit5034_empty_choices
fix(anthropic adapter): stop indexing choices[0] on choiceless streaming chunks
2026-08-06 21:49:41 -07:00
Miles Adkins
6b3977472b test(fireworks_ai): inject spec'd HTTPHandler mock, drop test docstrings
The end-to-end extras test now injects a MagicMock(spec=HTTPHandler) via
the client parameter instead of patching post on a real handler, and the
docstrings on the new regression tests are removed, addressing the
remaining Greptile review feedback.
2026-08-06 23:45:42 -05:00
Miles Adkins
ffc9b87317 Merge remote-tracking branch 'origin/litellm_internal_staging' into fireworks_nim_vllm_compat 2026-08-06 23:20:24 -05:00
Miles Adkins
2cf5b04ace feat(fireworks_ai): translate NIM/vLLM extras on the text completion path
Mirror the chat extras translation for /v1/completions, adapted to the
typed OpenAI SDK: anything completions.create() rejects (reasoning_effort,
response_format, fireworks-native extras) rides inside extra_body, which
the SDK merges server-side. Top-level reasoning_effort and response_format
are moved into extra_body (they raised TypeError before), truncate
aliases, chat_template_kwargs effort keys, and guided_* resolve into
extra_body fields, and the strip set removes the rest. Verified live:
/v1/completions rejects prompt_truncate_len, so both truncate names are
stripped on this path rather than renamed.
2026-08-06 22:55:51 -05:00
Miles Adkins
0f15b471c4 fix(fireworks_ai): top-level response_format beats nested extra_body copy
The http handler merges extra_body after transform_request, so a
response_format nested in an explicit extra_body would silently clobber
the explicit top-level response_format. Drop the nested copy with a
debug log so the top-level value wins, closing the precedence hole in
the guided-param native-wins path.
2026-08-06 22:20:45 -05:00
mateo-berri
10e2395395 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_wt_35148_merge 2026-08-06 19:17:18 -07:00
Devin AI
4068b4a2f0 chore: merge litellm_internal_staging into devin_ai_fix_lit5034_empty_choices
Co-Authored-By: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-08-07 02:16:26 +00:00
bhuvan2134686
a028c8857e fix(scx-ai): correct the temperature ceiling to match the endpoint
The constraint was 1.0, so anything above that was silently clamped down.
SCX accepts [0.0, 2.0), verified live against both GLM-5.2 and Qwen3.8
Max: 1.5, 1.99 and 1.999 all return 200, while 2.0 returns 400 with
"Temperature should be in [0.0, 2.0)"

Since the clamp is an inclusive min(), 2.0 cannot be the ceiling or it
would pass through a value the endpoint rejects. 1.99 is the practical
maximum

The clamp test now pins both ends: 2.5 comes back as 1.99, and 1.7 rides
through untouched where it used to be flattened to 1.0
2026-08-07 11:37:38 +10:00
bhuvan2134686
1e24f93d39 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_scx_ai_provider 2026-08-07 11:26:05 +10:00
bhuvan2134686
8aa9d3dfe5 feat(models): swap SCX.ai catalog to GLM-5.2 and Qwen3.8 Max
Replaces the five launch models with the two that SCX.ai now leads on.
Both are live on api.scx.ai and both were verified against it for tool
calling, json_object and json_schema output, reasoning, prompt caching,
and, for Qwen3.8 Max, image input

Pricing follows SCX's published USD rates. GLM-5.2 lands at $0.55/M input
and $1.9255/M output, tracking the recent GLM-5.2 market repricing;
Qwen3.8 Max at $1.815/M and $5.4461/M sits under the only other seller of
that model, and is the first Qwen3.8 Max entry in the catalog

Also corrects a metadata bug the removed entries carried: they set
max_tokens equal to max_input_tokens, conflating the context window with
the output cap. Both new entries declare a max_output_tokens of 131072,
which is what the endpoint's own validator enforces

The Add Model placeholder moves to scx-ai/GLM-5.2 now that MiniMax-M2.7
is no longer in the catalog
2026-08-07 11:22:01 +10:00
heathriel
1d8a642e06 fix(fireworks_ai): support router slugs via routers/ prefix
Bare fireworks_ai/<slug> only resolved to accounts/fireworks/models/<slug>,
so Fireworks routers (served at accounts/fireworks/routers/<id>, e.g.
glm-latest and firerouter) could not be reached without passing the full
resource id. Add a shared resolve_fireworks_resource_name helper that maps an
explicit routers/<id> or models/<id> segment to the right resource path, keeps
the existing -fast router heuristic, and defaults bare slugs to models/ for
backward compatibility. Wire it into both the chat and text-completion
transforms, which had drifted (completion lacked router handling entirely)
2026-08-06 13:56:38 -07:00
nuernber
3db47daefe test(anthropic_messages): add unit tests for _abort_upstream and _enqueue_for_client edge cases
Add test_abort_upstream_logs_warning_when_aclose_raises: verifies that _abort_upstream swallows and logs any exception raised by the upstream's aclose() method instead of propagating it.

Add test_enqueue_for_client_returns_false_when_already_detached: verifies that _enqueue_for_client returns False immediately without touching the queue when client_detached is already set before the call.

Add test_enqueue_for_
2026-08-06 11:17:03 -07:00
nuernber
a85a9e1186 fix(anthropic_messages): strip inline comments, add abort-upstream regression test
Strip net-new inline # blocks from streaming_iterator.py, the unit test file,
and the live-proxy regression test to comply with the no-new-comments rule.

Add test_async_sse_wrapper_aborts_upstream_when_detached_drain_cap_reached:
verifies that when the detached-drain cap is already full, the pump calls
aclose() on the upstream so the provider stops generating and billing
instead of continuing to stream while we record only the partial prefix.

Also fixes LIT001 (bare dict in AsyncIterator union) by replacing dict
with Mapping[str, object] across all three stream-type annotations, and
adds the required LIT003 reason strings to the three noqa: BLE001 directives.
2026-08-06 10:46:54 -07:00
nuernber
739447fa4b fix(anthropic_messages): bound streaming relay queue and cap detached drains
The relay queue was unbounded, so a client reading a long stream more slowly
than Bedrock produced it let the pump accumulate every pending SSE chunk in
memory, and detached post-disconnect drains had no concurrency bound, so an
authenticated client could open many large streams and read slowly to pin
unbounded worker state.

Bound the relay queue and make the pump apply backpressure while the client is
connected (it blocks on a full queue, racing the disconnect signal), so a slow
reader throttles the upstream read exactly as the old direct yield did. Cap how
many detached drains run at once; over the cap a disconnected pump bills what it
collected instead of draining further. Detached-drain lifetime is otherwise
bounded by the upstream stream/read timeout. Both limits are tunable via env.
2026-08-06 10:38:14 -07:00
nuernber
ce25486702 fix(anthropic_messages): preserve provider error semantics on upstream stream failure
The detached pump previously caught every upstream exception (Bedrock read,
decode, provider-response, or chunk-conversion error) and terminated the
client stream normally, masking the original provider exception and its
status so downstream failure handling never ran.

Now, when the upstream fails while the client is still connected, forward the
original exception through the queue so the client-facing generator re-raises
it and the proxy's failure handling (status code, post_call_failure_hook)
runs unchanged. Only when the client has already disconnected, where there is
no one to propagate to and no failure hook will fire, fall back to salvaging
partial spend from the collected chunks.
2026-08-06 10:38:14 -07:00
nuernber
1b401af716 fix(anthropic_messages): drain upstream in a detached pump so client disconnect doesn't undercount Bedrock spend
On the /v1/messages -> bedrock/ invoke streaming path a client disconnect
raises CancelledError inside the httpx socket read, which unwinds the whole
upstream generator chain before any finally can drain it. Bedrock keeps
generating and billing the full response, so spend tracking logged only the
truncated partial the client drained (output tokens ~1-15 vs the real count)
and undercounted against AWS invocation logs.

Move the upstream read into a detached background task that fully drains the
provider stream to its terminal message_delta/message_stop and bills there.
The client-facing generator only relays chunks off a queue, so a disconnect
tears down the relay but not the pump. A client_detached event stops
enqueueing after disconnect so the queue can't grow unbounded.
2026-08-06 10:38:14 -07:00
Miles Adkins
4a601c49a6 feat(fireworks_ai): full chat_template_kwargs parity with the gateway
Map the remaining gateway-documented effort keys: thinking as an alias
for enable_thinking (enable_thinking wins when both are present),
reasoning_budget to an integer reasoning_effort (skipped when thinking
is explicitly off), and low_effort=true to reasoning_effort=low (budget
wins when both are set). guided_json and guided_choice response_format
wrappers now include the name field (response and choice) to match the
gateway wire shape.
2026-08-06 10:46:48 -05:00
mateo-berri
28ff7f3f0b fix(guardrails): scan function-role results and dedupe returned tools
Under scan_only_tool_results, legacy OpenAI function-role messages now count as tool results, and duplicate names among guardrail-returned tools keep only the first occurrence. CustomGuardrail.structured_messages_cover_full_request lets CrowdStrike AIDR declare that its writeback already rebuilds the whole conversation, so handlers install it as-is instead of merging it into the full message list a second time and duplicating out-of-scope rows. Lint budget ceilings ratchet down to match the tree
2026-08-06 00:52:16 -07:00
mateo-berri
2cc65a94c3 merge: litellm_internal_staging into litellm_bedrock_batch_sse_kms
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2026-08-06 00:09:23 -07:00
mateo-berri
2b58053561 Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_vertex_batch_create_error_propagation
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2026-08-06 00:04:30 -07:00
mateo-berri
7c2b709727 Merge branch 'litellm_internal_staging' into litellm_bedrock_batch_non_chat_records
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2026-08-05 23:56:23 -07:00
mateo-berri
7760152487 Merge origin/litellm_internal_staging into fix/bedrock-cancel-batch 2026-08-05 23:54:13 -07:00
mateo-berri
7d745521bf fix(guardrails): merge synthesized tools under scan_only_tool_results and reject role-filtered no-op combos at init 2026-08-05 23:46:40 -07:00
mateo-berri
c2998dea75 fix(guardrails): guard tools write-back under scan_only_tool_results and warn on role-filtered no-op scans 2026-08-05 20:49:15 -07:00
Scott Wilson
ebf6167d8a fix(anthropic): stop emitting empty thinking blocks on the Responses adapter
OpenAI emits a reasoning output item on every reasoning turn, but only emits
reasoning_summary_text deltas when a summary was requested and actually
produced. The Anthropic /v1/messages Responses stream adapter opened the
thinking content block eagerly on response.output_item.added, so a summary-less
reasoning item surfaced as {"type": "thinking", "thinking": ""}. Clients persist
that in their session transcript and replay it on the next turn; an Anthropic
model then rejects the request with "each thinking block must contain thinking",
which is what users hit when a resumed session falls back to the default
Anthropic model.

Open the thinking block on the first non-empty summary delta instead, and only
emit content_block_stop for items that actually have an open block.
2026-08-05 22:42:41 -04:00
mateo-berri
3c808f9c8f Merge remote-tracking branch 'origin/litellm_internal_staging' into litellm_scan_only_tool_results 2026-08-05 18:55:43 -07:00
Chenlu Ji
711ef5dbf0 Merge origin/litellm_internal_staging into feat/tinyfish-search-headers-and-extras
Resolves conflicts from the LIT010/LIT011 Final-enforcement lint pass
landing on litellm_internal_staging after this branch diverged. Keeps
this PR's behavior changes (float support in _UrlEncodableParams,
in-place results truncation + header stashing in
transform_search_response) and adopts the upstream Final annotations
and updated _TINYFISH_RESULT_CAP comment.
2026-08-05 18:44:59 -07:00
mateo-berri
d70e10982a fix(guardrails): keep tool-results-only scans off function definitions and merge scoped write-backs
Gate the OpenAI handler's tools forwarding behind scan_only_tool_results,
matching the Anthropic handler, so a tool-results-only scan can no longer
evaluate or rewrite trusted function definitions.

When a guardrail returns a replacement structured_messages list, substitute
the returned messages back into the positions their scoped originals came
from instead of installing the scoped list as the whole conversation, so
out-of-scope messages (system prompt, prior turns) survive redaction on
both the OpenAI and Anthropic paths.
2026-08-05 18:21:58 -07:00
Mateo Wang
60d9e6012c
Merge pull request #35999 from BerriAI/litellm_guardrails_v1_messages_tool_traffic
fix(guardrails): scan /v1/messages tool traffic
2026-08-05 18:08:47 -07:00
mateo-berri
2ba4e91766 feat(guardrails): add scan_only_tool_results to scope unified guardrails to tool results 2026-08-05 15:38:08 -07:00
devin-ai-integration[bot]
f54cd287a2
fix(bedrock): grant bedrock:CountTokens in OIDC session policy (#33145)
Co-authored-by: Devin AI <158243242+devin-ai-integration[bot]@users.noreply.github.com>
2026-08-05 14:55:46 -07:00
Yassin Kortam
9d58923065
fix(langfuse): stop a collected httpx handler from closing a shared client (#35981)
A cached HTTPHandler hands its raw httpx.Client out to consumers that keep it
for the process lifetime. When the shared client cache expires the entry on its
TTL or evicts it under the 200-entry cap, nothing references the handler, so it
is collected and its finalizer closed the client those consumers still hold.
Langfuse ingestion then failed silently on the SDK's background flush thread
until the process restarted.

A finalizer running proves only that nothing references the handler; it proves
nothing about the client. Both handlers now close the client during finalization
only when they built it and are still its sole referrer, so an unshared client is
still released promptly and a handed-out one is left alone. That keeps the
pooled-socket reclamation the finalizer was providing, which measures identical
to base over 2000 handler create-and-drop cycles.

Explicit close() stays, now gated on _owns_client so the wrapper never closes a
caller-injected client, and __aexit__ routes through it.

LangFuseLogger also keeps a reference to the handler whose client it hands the
SDK. Previously that handler was a local that went out of scope immediately,
leaving the client reachable only from the SDK. It still shares the cached
client, so no extra clients are created per logger.
2026-08-05 14:54:31 -07:00