Removes commentary that restated the code, including:
- module-level banners explaining what the conftest does (covered by
Readme.md and the function bodies)
- docstrings on _scrub_response, _before_record_response, vcr_config,
_vcr_disabled, pytest_recording_configure (function names + bodies
are self-evident)
- inline notes about header filtering, match_on, etc.
- per-test docstrings restating the test name
Keeps the two non-obvious notes that aren't recoverable from the code:
the vcrpy/respx httpx-transport collision rationale on
_RESPX_CONFLICTING_FILES, the vcrpy "return None to skip persisting"
contract on filter_non_2xx_response, and the fixture-ordering
dependency on _vcr_record_retries.
Removes the YAML cassette feature entirely and replaces it with a
Redis-only flow. Every test in tests/llm_translation/ and
tests/llm_responses_api_testing/ is auto-marked @pytest.mark.vcr via
conftest.pytest_collection_modifyitems, so any provider call lands in
the Redis cache (litellm:vcr:cassette:<rel_path>, 24h TTL). First run
records, runs within the day replay, day rollover re-records and
surfaces upstream API drift within 24h.
VCR is on by default. Set LITELLM_VCR_DISABLE=1, or simply leave
REDIS_HOST unset, to opt out — both bypass the auto-marker entirely so
nothing about cassettes runs. record_mode is "once" so cache-miss
records and cache-hit replays.
The 8 existing respx-using files in tests/llm_translation are excluded
from the auto-marker (vcrpy and respx both patch the httpx transport;
applying both makes one silently win). The persister's own unit-test
file is also excluded so it doesn't recursively run inside a cassette.
The persister moved from tests/llm_translation/_vcr_redis_persister.py
to tests/_vcr_redis_persister.py so both conftests share it. The two
demo tests in test_anthropic_completion_vcr.py were ported into
test_anthropic_completion.py and the demo file was deleted.
Adds tests/_flush_vcr_cache.py + a Make target
(test-llm-translation-flush-vcr-cache) that scans
litellm:vcr:cassette:* and pipelines DELETEs, for the
"I want the next CI run to re-record now" workflow. Drops the now-dead
test-llm-translation-record target.
Provider keys are still required on cache-miss (which happens on first
run and once a day after that). Replay-mode runs need only Redis.
Stores VCR cassettes in Redis under litellm:vcr:cassette:<rel_path> with
a 24h expiry instead of YAML on disk. The TTL means each daily CI run
starts with an aged-out cache, naturally re-records against live providers,
and surfaces upstream API drift within a day without a manual `make`
re-record sweep. Opt-in via LITELLM_VCR_REDIS=1; default behaviour is
unchanged so local dev keeps the on-disk cassettes.
before_record_response now drops non-2xx responses so a transient 5xx or
429 from a provider can't poison the cache for the rest of the TTL window.
Vcr-marked tests bump litellm.num_retries to 3 during recording so
provider-SDK exponential backoff kicks in on the cache-miss path.
Tests cover the three surfaces we depend on in CI: serialize/deserialize
roundtrip via the real vcrpy serializer, TTL is actually applied to saved
keys, cache miss raises CassetteNotFoundError so vcrpy falls through to
record mode, and 2xx-only filtering across the status-code matrix
(2xx kept, 3xx/4xx/5xx dropped, with 429 and 503 explicitly pinned).
CI's license check fails on the new dev dep because liccheck cannot read
the PEP 639 'License-Expression' field that pytest-recording uses. Add
the package to the manually-verified allowlist (MIT, confirmed via PyPI
classifier).
Also addresses greptile P2 review comments:
- Add 'anthropic-version' to the request-header filter list so live and
mock recordings produce structurally identical cassettes.
- Replace the indentation-sensitive regex in
'_strip_nondeterministic_headers' with a YAML parse-and-rewrite so the
helper keeps working if vcrpy ever changes its serialization style.
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
Per Yuneng's feedback, use a single @pytest.mark.vcr marker so one record
sweep populates cassettes for every marked test across all providers,
instead of forcing each test to bind to a hard-coded cassette path.
Changes vs. the initial scaffolding:
- Add 'pytest-recording==0.13.4' on top of vcrpy. Adopt its layout:
cassettes live at 'cassettes/<test_module>/<test_name>.yaml', resolved
automatically. New tests just decorate with '@pytest.mark.vcr' — no
imports or path bookkeeping.
- Move the shared filter/match config into a 'vcr_config' fixture in
'tests/llm_translation/conftest.py' (consumed by pytest-recording for
every marked test in the dir). Drop the standalone 'vcr_config.py'.
- Bulk record / replay via the standard '--record-mode' CLI flag:
'make test-llm-translation-record' now sweeps every '@pytest.mark.vcr'
test under tests/llm_translation in one shot. Optional 'TARGET=' var
scopes to a single file.
- Move existing cassettes to the per-test paths and update the local
in-process Anthropic regenerator to write to the same paths.
- Refresh README + Makefile target docs to match the sweep workflow.
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
Delete existing cassettes before recording (record_mode='all' with
vcrpy appends rather than overwriting), and strip non-deterministic
response headers (Date, Server) so re-running the helper produces a
byte-stable diff.
Regenerate the committed cassettes with the fixed script so they match
what contributors get when following the README.
Live LLM e2e tests have been draining provider billing accounts and going
flaky on outages (LIT-2683). This change introduces vcrpy-backed cassette
replay so CI can exercise the same end-to-end LiteLLM transformation paths
without hitting the live provider:
- Add 'vcrpy==8.1.1' to the dev dependency group.
- New 'tests/llm_translation/vcr_config.py' centralises the VCR config:
filters auth/secret headers and per-request response headers, matches on
method+URI+body, and exposes 'LITELLM_VCR_RECORD_MODE' for re-recording.
- New 'tests/llm_translation/test_anthropic_completion_vcr.py' demonstrates
the pattern with one non-streaming and one streaming Anthropic test that
replay from cassettes shipped under 'cassettes/'.
- New 'tests/llm_translation/cassettes/_record_anthropic_fixtures.py' lets
contributors regenerate the canned Anthropic cassettes against a local
in-process mock (no API key required), and 'cassettes/README.md' documents
the full record/replay/refresh workflow.
- New 'make test-llm-translation-record FILE=...' Makefile target to refresh
cassettes against the live API.
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
* chore(auth): validate clientside api_base against SSRF guard; clear admin secrets on base override
Two related issues with how the proxy handles client-supplied
``api_base`` / ``base_url`` overrides on chat-completion requests:
1. **SSRF gate bypass** — ``check_complete_credentials()`` returned
``True`` for any non-empty ``api_key``, allowing the
``is_request_body_safe`` ``banned_params`` loop to admit ``api_base``
/ ``base_url`` values that point at private (RFC 1918), loopback,
link-local, or cloud-metadata addresses. Now: when the gate sees a
client-supplied ``api_base`` / ``base_url``, it runs the URL through
``litellm_core_utils.url_utils.validate_url`` (DNS-resolves, blocks
internal/IMDS/LL networks, defends against rebinding). Rejection
raises with a clear message.
2. **Admin-config leak on base override** —
``get_dynamic_litellm_params`` only carried the three clientside keys
(``api_key``, ``api_base``, ``base_url``) from request to upstream
call. Other admin-configured fields on ``litellm_params`` —
``organization``, ``extra_body``, ``extra_headers``, ``api_version``,
``azure_ad_token``, AWS / Vertex creds, etc. — flowed through
unchanged. With base redirected to a client-controlled server, those
admin secrets were sent to the attacker. Now: when ``api_base`` /
``base_url`` is in ``request_kwargs``, drop those admin-config
fields from ``litellm_params`` unless the caller re-supplied them.
Tests cover the SSRF-target rejection per URL field, the admin-secret
clearing on base override, the don't-clear case when only ``api_key``
is overridden (BYOK pattern), and the don't-overwrite case when the
caller resupplies fields like ``organization`` themselves.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* chore(vertex-batches): wrap api_base GET in safe_get for defense-in-depth
The vertex batches status-poll fetches an attacker-influenceable
``api_base`` URL with a raw ``sync_handler.get()``. The proxy auth gate
already validates clientside ``api_base`` before reaching this sink, so
the proxy flow is covered. This adds the per-sink wrap so SDK callers
and any future code path that bypasses the proxy gate pick up the same
SSRF defense from ``url_utils.safe_get``.
Operators with a legitimate private Vertex base can either allowlist
the host via ``litellm.user_url_allowed_hosts`` or disable validation
with ``litellm.user_url_validation = False``.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* refactor(auth): hoist url_utils import; derive admin-config field list from CredentialLiteLLMParams
/simplify pass:
- Move ``from litellm.litellm_core_utils.url_utils import SSRFError, validate_url``
to module top in ``proxy/auth/auth_utils.py``. CLAUDE.md prefers
module-level imports unless avoiding a circular dependency, and
there's no cycle here (``url_utils`` doesn't depend on ``proxy.auth``).
- Replace the hardcoded ``_ADMIN_CONFIG_FIELDS_TO_CLEAR_ON_BASE_OVERRIDE``
literal with ``_admin_config_fields_to_clear_on_base_override()`` that
derives the typed-field portion from
``CredentialLiteLLMParams.model_fields``. Adds three fields the
hardcoded list missed (``aws_bedrock_runtime_endpoint``,
``watsonx_region_name``, ``region_name``) and stays in sync as new
provider fields are declared on the model. The kwargs-only set
(``organization``, ``extra_body``, ``azure_ad_token``, ``aws_session_token``,
``aws_sts_endpoint``, ``aws_web_identity_token``, ``aws_role_name``, …)
remains explicit since those fields aren't on the typed model.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* fix(auth): close field-echo bypass; gate URL check on toggle; cover async batch path
Three issues from review:
1. ``get_dynamic_litellm_params`` used ``if field not in request_kwargs:
pop`` to clear admin-set provider config when the caller redirected
``api_base``. A caller could *echo* any clear-list field name (with any
value, including an empty string) to skip the pop, leaving the admin's
value in ``litellm_params`` to be forwarded to the redirected upstream.
Fix: always pop, then write the caller's value back if they resupplied
the field.
2. ``check_complete_credentials`` called ``validate_url`` directly. That
helper doesn't itself consult ``litellm.user_url_validation``; the
toggle is honoured by ``safe_get`` / ``async_safe_get``. Mirror that
here so admins who explicitly disabled URL validation aren't blocked
at the proxy boundary.
3. ``VertexAIBatchesHandler._async_retrieve_batch`` still used a bare
``await client.get(api_base, ...)`` while the sync sibling was wrapped
in ``safe_get``. Wrap the async call in ``async_safe_get`` so SDK
callers on the async path get the same DNS-rebind / private /
cloud-metadata defenses as the sync path.
Tests:
- ``TestCheckCompleteCredentialsBlocksSSRF`` is now mock-only; an autouse
fixture flips the toggle on, ``validate_url`` is patched in the
parametrized blocking tests, and the positive path no longer makes a
real DNS call to api.openai.com.
- ``test_skips_url_validation_when_toggle_is_off`` documents the new
toggle-off behaviour and asserts ``validate_url`` is not called.
- ``test_caller_resupplied_value_overrides_admin_value_on_base_override``
replaces the prior test that asserted the buggy
preserve-admin-value-on-echo behaviour.
- ``test_field_echo_does_not_preserve_admin_value`` is a focused
regression test for the empty-string echo vector.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* fix(auth): close provider-confusion credential exfil; expand banned-params; cover OCI
Three additions on top of the entry-point URL gate so the cluster is
fully closed against caller-supplied ``api_base`` redirection:
1. ``get_llm_provider_logic.py`` matched registered openai-compatible
endpoints against ``api_base`` with an unanchored substring search
(``if endpoint in api_base:``). A caller could pass an api_base like
``https://attacker.com/api.groq.com/openai/v1`` to coerce the proxy
into reading ``GROQ_API_KEY`` from the environment and forwarding it
as a Bearer credential to the attacker's host. Replaced with parsed-
URL semantics (hostname exact-match plus segment-bounded path-prefix)
in a new ``_endpoint_matches_api_base`` helper.
2. ``is_request_body_safe`` rejects ``api_base`` / ``base_url`` /
``user_config`` / a handful of AWS / vertex fields, but the list
omitted three other endpoint-targeting fields:
* ``aws_bedrock_runtime_endpoint`` — Bedrock endpoint redirect
* ``langsmith_base_url`` / ``langfuse_host`` — observability callback
hostnames; attacker-controlled values exfiltrate the entire request
payload (incl. message content) via the logging hook.
Added all three to the blocklist.
3. ``_admin_config_fields_to_clear_on_base_override`` derives its typed-
field list from ``CredentialLiteLLMParams.model_fields``, which does
not declare any of the OCI provider's auth fields. Added
``oci_signer``, ``oci_user``, ``oci_fingerprint``, ``oci_tenancy``,
``oci_key``, and ``oci_key_file`` to the kwargs-only fixed list so
they are cleared on caller-redirected ``api_base`` like the AWS /
Azure / Vertex equivalents.
Tests:
- ``TestEndpointMatchesApiBase`` — direct unit tests on the new
matcher: legitimate provider URLs (5 shapes) match; attacker
smuggling via path injection, suffix label, prefix label, userinfo
``@`` injection, and path-segment lookalikes (7 shapes) do not.
- ``TestGetLlmProviderRejectsAttackerSmuggledApiBase`` — end-to-end
invariant that ``GROQ_API_KEY`` is never read against an attacker-
controlled host while the legitimate ``api.groq.com`` path still
resolves the provider correctly.
- ``TestIsRequestBodySafeBlocksEndpointTargetingFields`` — parametrized
coverage that each of the three new banned-params raises a clear
rejection naming the offending field.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* fix(auth): remove implicit api-key bypass + add posthog/braintrust/slack to blocklist
The historical ``check_complete_credentials`` clause inside
``is_request_body_safe`` was a third, *implicit*, *caller-controlled*
BYOK path: any caller that supplied a non-empty ``api_key`` caused the
entire banned-params blocklist to be skipped. That turned every missing
entry on the blocklist into an exploitable SSRF / credential-exfil hole
and is the root cause of the chain of api_base advisories that have
been re-discovered with each new integration:
* GHSA-jh89-88fc-qrfp (critical, triage) — env-var exfil via api_base
* GHSA-3frq-6r6h-7j64 (high, triage) — admin org / extra_body leak
* veria-admin Dv_m860l, b_yRJeQ5, stN90yjP, LBlyOAc8, U2TD78kg —
variations on "list X is missing field Y"
Two explicit, admin-controlled BYOK paths already exist and remain:
``general_settings.allow_client_side_credentials = true`` (proxy-wide)
and ``configurable_clientside_auth_params: [...]`` per deployment.
Removing the implicit bypass converts the failure mode of a missing
blocklist entry from "live credential leak" to "predictable 400 with
a clear remediation message," which is the structural fix.
Also adds the three remaining endpoint-targeting fields the dynamic
callback layer reads from request body: ``posthog_host``,
``braintrust_host``, ``slack_webhook_url``. ``slack_webhook_url`` in
particular was a direct exfil channel (caller-set webhook → proxy
mirrors every request to attacker's Slack).
Tests:
- ``test_api_key_does_not_bypass_blocklist`` — parametrized regression
asserting api_key=anything no longer skips the gate for any of the
five highest-risk fields.
- ``test_admin_opt_in_proxy_wide_still_allows`` — confirms the
documented BYOK opt-in still works.
- Extends ``test_endpoint_targeting_field_in_request_body_is_rejected``
to cover posthog / braintrust / slack.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* fix(auth): block sagemaker_base_url, s3_endpoint_url, deployment_url
Provider-specific endpoint overrides surfaced by a wider audit of
``optional_params`` consumers in ``litellm/llms/``. Same threat as
``api_base``: a caller-supplied value redirects the outbound request
to an attacker host.
* ``s3_endpoint_url`` — read in ``litellm/llms/bedrock/files/transformation.py``
to build the S3 upload URL for Bedrock files. Caller redirects file
uploads to attacker-controlled S3.
* ``sagemaker_base_url`` — read in ``litellm/llms/sagemaker/{chat,completion}/*``.
Caller redirects SageMaker traffic. This is the primary vector
described in veria-admin mNqEBBtG.
* ``deployment_url`` — popped in ``litellm/llms/sap/chat/transformation.py``.
Caller redirects SAP deployment requests.
Tests parametrize ``test_endpoint_targeting_field_in_request_body_is_rejected``
to cover the three new fields.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
---------
Co-authored-by: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
* feat(schema): add workflow run tracking tables (LiteLLM_WorkflowRun, LiteLLM_WorkflowEvent, LiteLLM_WorkflowMessage)
* feat(proxy): add /v1/workflows/runs endpoints for durable agent workflow tracking
* feat(proxy): register workflow management router in proxy_server
* docs(workflows): add README for workflow run tracking API
* test(workflows): add unit tests for /v1/workflows/runs endpoints
* fix(workflows): atomic event+status update via tx(), run_id 404 guard, sequence retry on collision
* test(workflows): add tx mock, 404 on unknown run_id, retry-on-collision tests
* fix(workflows): constrain status to Literal enum, rename total→count in list responses
* add tenant isolation and bounded limits to workflow endpoints
* add created_by column and index to LiteLLM_WorkflowRun
* add ownership and bounded-limit tests for workflow endpoints
* Fix workflow run ownership for null owners
* guard prisma import in workflow_management_endpoints
* sync schema.prisma copies with workflow run models
* black: format workflow_management_endpoints.py
---------
Co-authored-by: Cursor Agent <cursoragent@cursor.com>
Greptile review on #26756 (P2): if `attempt_db_reconnect` itself raises
(e.g. lock cancellation, timer error, unexpected internal failure), the
original `httpx.ReadError` / transport error was lost — `failure_handler`
and `db_exceptions` alerts then logged the reconnect exception instead of
the actual DB transport problem, masking the root cause.
Wrap the reconnect call in a try/except. On reconnect failure, re-raise
the *original* `first_exc` and chain the reconnect error as `__cause__`
so it remains visible for debuggability without becoming the primary
exception observers see.
Adds `test_call_with_db_reconnect_retry_preserves_original_error_when_reconnect_raises`
asserting (a) the propagated exception is the original transport error
and (b) the reconnect exception is attached as `__cause__`.
Two related fixes layered on top of the existing reconnect plumbing:
1. Restore reconnect-and-retry on `PrismaClient.get_generic_data` (issue
#25143). 1.83.x lost the transport-reconnect-and-retry-once branch that
1.82.6 had on this method, so transient `httpx.ReadError` flaps now
surface immediately as `db_exceptions` alerts. `_update_config_from_db`
fans out four concurrent `get_generic_data` reads, so a single transport
blip used to mark four alerts and a stale config window.
Adds `call_with_db_reconnect_retry` to `litellm/proxy/db/exception_handler.py`
— a single canonical "try DB read, on transport error reconnect once and
retry once" wrapper. Mirrors the inline pattern in
`auth_checks._fetch_key_object_from_db_with_reconnect` so we have one
implementation rather than three drifting copies, and gives future read
paths a clean opt-in.
2. Fix the `_engine_confirmed_dead` flag-reset bug in
`_run_reconnect_cycle`. The flag was cleared before `_do_heavy_reconnect()`
ran, so any failure inside the heavy reconnect (timeout, missing
DATABASE_URL, recreate failure) left the flag False — and the next
attempt could silently demote to the lightweight path even though the
engine was genuinely dead. Move the reset into the success branch so the
flag stays True across heavy-reconnect failures and the next attempt
re-enters the heavy branch.
Tests:
- `tests/test_litellm/proxy/db/test_exception_handler_reconnect_retry.py`
(new) — 9 tests covering the helper's contract: happy path, retry on
transport error, no retry on data-layer errors, propagation when reconnect
fails, propagation after second transport error, `hasattr` guard for
partial mocks, fresh-coroutine-per-call invariant, explicit timeout
override, default timeouts read off the prisma_client.
- `tests/test_litellm/proxy/db/test_prisma_self_heal.py` — adds:
- `test_get_generic_data_retries_on_transport_error_for_config_table`
- `test_get_generic_data_propagates_when_reconnect_fails`
- `test_engine_confirmed_dead_persists_across_failed_heavy_reconnect`
(regression test for the flag-reset bug).
All 16 self-heal tests + 9 helper tests + 535 auth/exception-handler tests
pass locally.
- server.py: drop the redundant server_id append in
_get_filtered_mcp_servers_from_mcp_server_names. iter_known_server_prefixes
already yields server_id unconditionally, so the manual append (and its
misleading comment) was a no-op duplicate.
- utils.py: rewrite the SHORT_MCP_TOOL_PREFIX docstring to accurately
describe the collision behaviour. The previous wording said collisions
were 'cosmetic only', but a natural-hash collision IS a routing-correctness
issue, which is precisely why we already added _assign_unique_short_prefix
to rehash deterministically. The new comment cross-references that path.
- utils.py: restrict the first character of the short prefix to [A-Za-z]
via a 52-char alphabet for position 0 only. The remaining two positions
still use the full base62 alphabet. This keeps prefixes valid identifiers
on every backend and gives 52*62*62 = 199_888 distinct prefixes (still
comfortably more than any realistic deployment).
- tests: add coverage proving the first character of the prefix is always
alphabetic across many server_ids and rehash attempts.
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
The test was flaking on unrelated asyncio ERROR records (e.g. "Unclosed
client session" from background tasks in other tests). Restrict the
assertion to records emitted by LiteLLM loggers so the test only fails
on errors actually produced by the code under test.
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
Two MCP servers can natural-hash to the same three-character base62
prefix. With 62**3 = 238_328 slots the birthday bound is ~488 servers
for 50% collision probability, so a single proxy hosting more than
~100 MCP servers has a non-trivial chance of seeing a collision in
practice — and a collision means tool names from two different servers
share a routing key, causing silent mis-routing.
Mitigation:
- compute_short_server_prefix(server_id, attempt=N) folds an attempt
counter into the SHA-256 seed, so rehashes are deterministic and
produce a fresh three-char prefix space per attempt.
- New MCPServer.short_prefix field caches the resolved (post-dedup)
prefix on the model so it stays stable across the process lifetime.
- MCPServerManager._assign_unique_short_prefix walks attempts 0..N
until it finds a prefix not already used by another server in the
combined registry. Logs an INFO line when a rehash happens so
operators have a breadcrumb if it ever does.
- Wired into every registration path: load_servers_from_config,
add_server, update_server, reload_servers_from_database. The
database reload path also carries the previously-resolved prefix
forward so reloads don't churn it.
- get_server_prefix prefers the cached short_prefix when set, so the
resolved value (not the raw natural hash) is used everywhere.
- iter_known_server_prefixes yields the cached short_prefix too, so
reverse-lookup tolerance covers the rehashed form.
No-op when LITELLM_USE_SHORT_MCP_TOOL_PREFIX is disabled — the field
stays None and behaviour is unchanged.
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
Adds LITELLM_USE_SHORT_MCP_TOOL_PREFIX. When enabled, tool / prompt /
resource / resource-template names emitted from MCP servers are prefixed
with a deterministic three-character base62 ID derived from the server's
server_id (SHA-256 → base62) instead of the (potentially long)
alias / server_name. This keeps namespaced tool names well under the
60-character upper bound enforced by some model APIs while still letting
us distinguish MCP-routed tools from local tools.
Behavioural notes:
- Default off — when the env var is unset, the long-prefix behaviour
is unchanged. The plan is to flip the default in a future release
and remove the gate after a deprecation window.
- Prefix derivation is deterministic, so it is stable across processes,
workers and restarts without any persistence layer.
- Reverse-lookup is tolerant: _create_prefixed_tools registers every
known prefix form (alias / server_name / server_id / short ID) in
the routing map and _get_mcp_server_from_tool_name resolves any of
them. Old clients holding cached long-prefixed names continue to
route correctly even after the flag is enabled.
- _get_allowed_mcp_servers_from_mcp_server_names accepts the short
prefix in /mcp/{server_name}-style URLs.
- The OpenAPI tool-listing path now filters by the active server
prefix instead of server.name so spec-backed servers benefit too.
Co-authored-by: Mateo Wang <mateo-berri@users.noreply.github.com>
* Unify cost calc in success_handler dict and typed branches
* Trim verbose comments and docstrings
---------
Co-authored-by: Michael Riad Zaky <michaelr@Mac.localdomain>
Co-authored-by: Michael Riad Zaky <michaelr@Michaels-MacBook-Air.local>
Claude 3.5 Sonnet v2 reached EOL on Bedrock 2026-03-01, returning the same
404 EOL error as 3.7 Sonnet. Sonnet 4.5 supports both InvokeModel and
Converse APIs on Bedrock, so use the same model for both routes.
AWS Bedrock has reached end-of-life for `claude-3-7-sonnet-20250219-v1:0`,
returning 404s with "This model version has reached the end of its life."
Update test references to `claude-sonnet-4-5-20250929-v1:0` (same capability
surface: thinking, tools, prompt caching, PDF input, vision, computer use).
The bedrock/invoke pass-through tests stay on Sonnet 3.5 since Sonnet 4.5
is converse-only on Bedrock.
Companion to the prior commit. process_items only converted empty
`items: {}` to `{"type": "object"}`. But anyOf branches like
`{"type": "array"}` (no items field at all) were untouched, so after
convert_anyof_null_to_nullable stripped the null branch and added
nullable, the array branch was sent to Vertex as
`{"type": "array", "nullable": true}` — which Vertex rejects with
INVALID_ARGUMENT (`any_of[0].items: missing field`).
Make process_items synthesize `items: {"type": "object"}` for any
`type == "array"` schema where items is missing or empty.
Also:
- Convert test_gemini_tool_calling_working_demo to a hermetic mock
test asserting items is present on the array branch in the sent
body. Was previously a real-network call to Vertex and was the
test the user reported still failing in CI.
- Add unit test test_build_vertex_schema_array_branch_missing_items_in_anyof
covering the missing-items shape directly.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
Cache provider config lookups for Vertex Anthropic messages so repeated requests reuse the same config object and preserve credential cache state. Add a regression test to catch any future loss of config reuse.
Made-with: Cursor
* fix(caching): preserve prompt_tokens_details through embedding cache round-trip
The embedding caching layer was dropping prompt_tokens_details (including
image_count) because CachedEmbedding had no field for usage metadata and
the cache retrieval code reconstructed Usage without it. This caused
inconsistent responses where the first call returned image_count but
cached responses did not, breaking cost tracking for multimodal embeddings.
Add prompt_tokens_details to CachedEmbedding, persist per-item details
during cache storage, aggregate them on retrieval, and merge them in
combine_usage() for partial cache hits.
* style: apply Black formatting to caching files
* fix(caching): address Greptile review — cyclic import, guarded construction, nested dict merge
Move PromptTokensDetailsWrapper to inline import to resolve CodeQL cyclic
import warning. Guard PromptTokensDetailsWrapper construction with
try/except to handle unexpected cached keys. Add recursive dict merging
in _merge_prompt_tokens_details for nested fields like
cache_creation_token_details.
Route vector store search `extra_body` into provider transformers and handle Bedrock `retrievalConfiguration` explicitly so only intended provider-specific fields are forwarded.
Made-with: Cursor
convert_anyof_null_to_nullable was stripping the items field from array
branches inside anyOf when a sibling null branch was present, leaving
{"type": "array"} without items. Vertex requires items whenever
type == "array" (even inside anyOf) and rejects the call with
INVALID_ARGUMENT.
Leave the (possibly empty) items in place so the downstream process_items
step can convert {} to {"type": "object"}, which is what Vertex wants.
Also:
- Update test_build_vertex_schema expected output, which was codifying
the broken shape.
- Convert test_gemini_tool_calling_not_working to a hermetic mock test
that asserts the request body sent to Vertex includes items inside
the callbacks anyOf array branch. The previous form made a real
network call and was flaky in CI.
Co-Authored-By: Claude Opus 4.7 (1M context) <noreply@anthropic.com>
