Commit Graph

76 Commits

Author SHA1 Message Date
Ishaan Jaff
08b61f49a4
[Guardrails] Add guardrail pipeline support for conditional sequential execution (#21177)
* Add pipeline type definitions for guardrail pipelines

PipelineStep, GuardrailPipeline, PipelineStepResult, PipelineExecutionResult
with validation for actions (allow/block/next/modify_response) and modes.

* Export pipeline types from policy_engine types package

* Add optional pipeline field to Policy model

* Add pipeline executor for sequential guardrail execution

* Parse pipeline config in policy registry

* Add pipeline validation in policy validator

* Add pipeline resolution and managed guardrail tracking

* Resolve pipelines and exclude managed guardrails in pre-call

* Integrate pipeline execution into proxy pre_call_hook

* Add test guardrails for pipeline E2E testing

* Add example pipeline config YAML

* Add unit tests for pipeline type definitions

* Add unit tests for pipeline executor

* Update litellm/proxy/policy_engine/pipeline_executor.py

Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>

* Update litellm/proxy/utils.py

Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>

---------

Co-authored-by: greptile-apps[bot] <165735046+greptile-apps[bot]@users.noreply.github.com>
2026-02-13 19:49:12 -08:00
Ishaan Jaffer
0c785b333b test_chat_completion_low_budget 2026-01-31 16:18:54 -08:00
Ishaan Jaffer
94d5036a25 fix fake-openai-endpoint 2026-01-31 15:26:16 -08:00
Ishaan Jaff
104283ae8f
[Feat] Claude Code - Add Websearch support using LiteLLM /search (using web search interception hook) (#19263)
* init WebSearchInterceptionLogger

* test_websearch_interception_real_call

* init async_should_run_agentic_completion

* async_should_run_agentic_loop

* async_run_agentic_loop

* refactor folder

* fix organization

* WebSearchTransformation

* WebSearchInterceptionLogger

* _call_agentic_completion_hooks

* WebSearch Interception Architecture

* test_websearch_interception_real_call

* add streaming

* add transform_request for streaming

* get_llm_provider

* test fix

* fix info

* init from config.yaml

* fixes

* test handler

* fix _is_streaming_response

* async_run_agentic_loop

* mypy fix
2026-01-16 21:10:05 -08:00
Ishaan Jaff
5ea0854eda
[Feat] Guardrails Load Balancing - Allow Platform admins to load balance between guardrails (#18181)
* add _aguardrail_helper for LB

* add _aguardrail_helper on router.py

* test_proxy_logging_pre_call_hook_load_balancing

* add _execute_guardrail_with_load_balancing

* add LB TEsting

* docs guard lb

* fix linting

* fix lint
2025-12-19 00:08:03 +05:30
Krish Dholakia
00e17c81a1
Add enforce user param functionality (#17088)
* feat: Add reject_metadata_tags to proxy config

Co-authored-by: krrishdholakia <krrishdholakia@gmail.com>

* Refactor: Rename reject_metadata_tags to reject_clientside_metadata_tags

Co-authored-by: krrishdholakia <krrishdholakia@gmail.com>

---------

Co-authored-by: Cursor Agent <cursoragent@cursor.com>
2025-11-25 09:36:24 -08:00
YutaSaito
041ac054b6
feat: allow custom violation message for tool-permission guardrail (#16916) 2025-11-21 08:52:01 -08:00
Krish Dholakia
06906534b3
feat(audio_transcriptions/): calculate duration of audio file for cost calculation + feat (image_generations): cost tracking accuracy improved with output_format, quality, size values fixed per openai model
* feat(audio_transcriptions/): calculate duration of audio file for cost calculation

Fixes https://github.com/BerriAI/litellm/issues/11846

Closes https://github.com/BerriAI/litellm/issues/14605

* fix(cost_calculator.py): correctly use base model, when set

Fixes issue where azure base model was being ignored

* feat(cost_calculator.py): fix default cost tracking quality param for image generation

* feat(image_generations/): return output_format, quality, size

aligns response to openai spec and improves cost tracking accuracy

* fix(cost_calculator.py): refactor cost calculation for image generation to use image response instead of hidden params

* build: update build

* fix: fix cost calculation

* build: update poetry lock

* fix: fix ruff checks

* fix: fix aembedding

* fix: fix ruff errors

* fix: modify to catch errors

* fix: test

* fix: loosen test to handle openai lib out of sync

* fix: fix base models

* fix: fix usage object
2025-11-08 16:24:31 -08:00
Krish Dholakia
202eaeb1a2
Revert "(feat) Audio transcription - cost tracking + (feat) image generation …" (#16409)
This reverts commit c96da44265.
2025-11-08 15:38:16 -08:00
Krish Dholakia
c96da44265
(feat) Audio transcription - cost tracking + (feat) image generation - accurate cost tracking based on output_format/quality/size
* feat(audio_transcriptions/): calculate duration of audio file for cost calculation

Fixes https://github.com/BerriAI/litellm/issues/11846

Closes https://github.com/BerriAI/litellm/issues/14605

* fix(cost_calculator.py): correctly use base model, when set

Fixes issue where azure base model was being ignored

* feat(cost_calculator.py): fix default cost tracking quality param for image generation

* feat(image_generations/): return output_format, quality, size

aligns response to openai spec and improves cost tracking accuracy

* fix(cost_calculator.py): refactor cost calculation for image generation to use image response instead of hidden params

* build: update build

* fix: fix cost calculation

* build: update poetry lock

* fix: fix ruff checks

* fix: fix aembedding

* fix: fix ruff errors

* fix: modify to catch errors

* fix: test

* fix: loosen test to handle openai lib out of sync
2025-11-08 15:30:46 -08:00
Ishaan Jaffer
0a1fc0eeb2 Revert "fix: fix ruff errors"
This reverts commit eef864360e.
2025-11-08 14:33:51 -08:00
Krrish Dholakia
eef864360e fix: fix ruff errors 2025-11-08 14:15:12 -08:00
Ishaan Jaffer
e9466dc27e pt tests fix 2025-10-25 11:08:33 -07:00
Ishaan Jaff
cea318330e
[Feat] Add Guardrails for /v1/messages and /v1/responses API (#15686)
* add get_guardrails_messages_for_call_type

* fix call type for /messages

* add anthropic endpoints

* fix bedrock guardrails

* fix config.yaml

* fix types

* fix async_pre_call_hook

* ruff fix

* fix guard

* fix test bedrock guardrail

* fix linting

* fix linting

* docs guardrails

* fix mypy linting
2025-10-17 18:09:00 -07:00
Ishaan Jaffer
e7b570000e fix: azure passthrough test 2025-10-04 11:06:36 -07:00
Ishaan Jaffer
27fbfbe259 fix: include_subpath 2025-10-04 09:47:16 -07:00
Ishaan Jaffer
a040e0154a add openai 2025-10-04 09:19:00 -07:00
Ishaan Jaffer
d50fbcdc00 fix: include_cost_in_streaming_usage 2025-10-04 09:05:02 -07:00
Ishaan Jaff
0476a33d9f
[Bug Fix] Passthrough API Endpoints - Ensure query params are forwarded from origin url to downstream request (#15087)
* test_pass_through_request_query_params_forwarding

* fix: pass_through_request

* test_azure_openai_assistants_e2e_operations_stream

* test_azure_openai_assistants_e2e_operations_stream
2025-09-30 15:01:38 -07:00
Krish Dholakia
11822e63f1
Merge pull request #14519 from uc4w6c/feat/add_tools_permission_guardrail
feat: add tool-permission guardrail
2025-09-13 23:22:31 -07:00
Ishaan Jaff
93af8fd6ba
[QA] E2E - Testing for bedrock batches api (#14525)
* add bedrock/batch-anthropic.claude-3-5-sonnet-20240620-v1:0

* test_bedrock_batches_api

* fix

* fix import

* test_bedrock_batches_api
2025-09-12 19:31:19 -07:00
Yuta Saito
1de7f076ac feat: add tool-permission guardrail 2025-09-13 07:34:29 +09:00
Jugal D. Bhatt
900c7f45c0
[MCP Gateway] Litellm mcp pre and during guardrails (#13188)
* add guardrail support

* add guardrail support

* guardrails for MCP

* added changes

* add mcp guardrails

* added test

* add ui

* fix guardrail form

* working with cursor

* remvoe print

* fix mcp servertests

* fix mypy and remove console logs

* fix mypy and remove console logs

* fix mypy tests
2025-08-01 20:02:25 -07:00
Ishaan Jaff
3a6802fef1
[Feat] - Add Support for Showing Passthrough endpoint Error Logs on LiteLLM UI (#10990)
* fix: add error logging for passthrough endpoints

* feat: add error logging for passthrough endpoints

* fix: post_call_failure_hook track errors on pt

* fix: use constant for MAXIMUM_TRACEBACK_LINES_TO_LOG

* docs MAXIMUM_TRACEBACK_LINES_TO_LOG

* test: ensure failure callback triggered

* fix: move _init_kwargs_for_pass_through_endpoint
2025-05-20 18:29:39 -07:00
Ishaan Jaff
6d4a6a8402 add spend tracking config.yaml 2025-03-31 19:42:00 -07:00
Ishaan Jaff
22dfc4dea9 fix user_api_key_auth example config 2025-03-26 08:36:11 -07:00
Ishaan Jaff
be25b298e6 fix async_moderation_hook 2025-03-12 18:45:54 -07:00
Ishaan Jaff
ed68ad7775 fix linting 2025-03-12 18:44:51 -07:00
Ishaan Jaff
f47987e673
(Refactor) /v1/messages to follow simpler logic for Anthropic API spec (#9013)
* anthropic_messages_handler v0

* fix /messages

* working messages with router methods

* test_anthropic_messages_handler_litellm_router_non_streaming

* test_anthropic_messages_litellm_router_non_streaming_with_logging

* AnthropicMessagesConfig

* _handle_anthropic_messages_response_logging

* working with /v1/messages endpoint

* working /v1/messages endpoint

* refactor to use router factory function

* use aanthropic_messages

* use BaseConfig for Anthropic /v1/messages

* track api key, team on /v1/messages endpoint

* fix get_logging_payload

* BaseAnthropicMessagesTest

* align test config

* test_anthropic_messages_with_thinking

* test_anthropic_streaming_with_thinking

* fix - display anthropic url for debugging

* test_bad_request_error_handling

* test_anthropic_messages_router_streaming_with_bad_request

* fix ProxyException

* test_bad_request_error_handling_streaming

* use provider_specific_header

* test_anthropic_messages_with_extra_headers

* test_anthropic_messages_to_wildcard_model

* fix gcs pub sub test

* standard_logging_payload

* fix unit testing for anthopic /v1/messages support

* fix pass through anthropic messages api

* delete dead code

* fix anthropic pass through response

* revert change to spend tracking utils

* fix get_litellm_metadata_from_kwargs

* fix spend logs payload json

* proxy_pass_through_endpoint_tests

* TestAnthropicPassthroughBasic

* fix pass through tests

* test_async_vertex_proxy_route_api_key_auth

* _handle_anthropic_messages_response_logging

* vertex_credentials

* test_set_default_vertex_config

* test_anthropic_messages_litellm_router_non_streaming_with_logging

* test_ageneric_api_call_with_fallbacks_basic

* test__aadapter_completion
2025-03-06 00:43:08 -08:00
Ishaan Jaff
55b938dd6e
(Infra/DB) - Allow running older litellm version when out of sync with current state of DB (#8695)
* fix check migration

* clean up should_update_prisma_schema

* update test

* db_migration_disable_update_check

* Check container logs for expected message

* db_migration_disable_update_check

* test_check_migration_out_of_sync

* test_should_update_prisma_schema

* db_migration_disable_update_check

* pip install aiohttp
2025-02-20 18:30:23 -08:00
Ishaan Jaff
b8977f5e10 Revert "test fix use mock endpoints for e2e files and ft tests"
This reverts commit c921d8dd81.
2025-02-15 15:28:18 -08:00
Ishaan Jaff
c921d8dd81 test fix use mock endpoints for e2e files and ft tests 2025-02-15 15:08:46 -08:00
Ishaan Jaff
64a4229606
(e2e testing) - add tests for using litellm /team/ updates in multi-instance deployments with Redis (#8440)
* add team block/unblock test

* test_team_blocking_behavior_multi_instance

* proxy_multi_instance_tests

* test - Run Docker container 2
2025-02-10 19:33:27 -08:00
Ishaan Jaff
7e1b79d446
(Bug fix) - Langfuse / Callback settings stored in DB (#8251)
* fix _decrypt_and_set_db_env_variables

* fix proxy config

* test callbacks in DB

* test langfuse callbacks in db

* test_e2e_langfuse_callbacks_in_db

* proxy_store_model_in_db_tests

* fix proxy_store_model_in_db_tests

* proxy_store_model_in_db_tests

* fix store_model_db_config.yaml

* fix check_langfuse_request

* fix test langfuse base url

* ci/cd run again
2025-02-04 21:09:37 -08:00
Ishaan Jaff
d19614b8c0
(QA / testing) - Add e2e tests for key model access auth checks (#8000)
* fix _model_matches_any_wildcard_pattern_in_list

* test key model access checks

* add key_model_access_denied to ProxyErrorTypes

* update auth checks

* test_model_access_update

* test_team_model_access_patterns

* fix _team_model_access_check

* fix config used for otel testing

* test fix test_call_with_invalid_model

* fix model acces check tests

* test_team_access_groups

* test _model_matches_any_wildcard_pattern_in_list
2025-01-25 17:15:11 -08:00
Krish Dholakia
21e8f212d7
Litellm dev 12 25 2024 p3 (#7421)
* refactor(prometheus.py): refactor to use a factory method for setting label values

allows for enforcing end user id disabling on prometheus e2e

* fix: fix linting error

* fix(prometheus.py): ensure label factory drops end-user value if disabled by user

* fix(prometheus.py): specify service_type in end user tracking get

* test: fix test

* test: add unit test for prometheus factory

* test: improve test (cover flag not set scenario)

* test(test_prometheus.py): e2e test covering if 'end_user_id' shows up in testing if disabled

scrapes the `/metrics` endpoint and scans text to check if id appears in emitted metrics

* fix(prometheus.py): stringify status code before logging it
2024-12-25 18:54:24 -08:00
Ishaan Jaff
47e12802df
(feat) /batches Add support for using /batches endpoints in OAI format (#7402)
* run azure testing on ci/cd

* update docs on azure batches endpoints

* add input azure.jsonl

* refactor - use separate file for batches endpoints

* fixes for passing custom llm provider to /batch endpoints

* pass custom llm provider to files endpoints

* update azure batches doc

* add info for azure batches api

* update batches endpoints

* use simple helper for raising proxy exception

* update config.yml

* fix imports

* update tests

* use existing settings

* update env var used

* update configs

* update config.yml

* update ft testing
2024-12-24 16:58:05 -08:00
Ishaan Jaff
b90b98b88f
(fix) LiteLLM Proxy fix GET /files/{file_id:path}/content" endpoint (#7342)
* fix order of get_file_content

* update e2 files tests

* add e2 batches endpoint testing

* update config.yml

* write content to file

* use correct oai_misc_config

* fixes for openai batches endpoint testing

* remove extra out file

* fix input.jsonl
2024-12-20 21:27:45 -08:00
Krish Dholakia
516c2a6a70
Litellm remove circular imports (#7232)
* fix(utils.py): initial commit to remove circular imports - moves llmproviders to utils.py

* fix(router.py): fix 'litellm.EmbeddingResponse' import from router.py

'

* refactor: fix litellm.ModelResponse import on pass through endpoints

* refactor(litellm_logging.py): fix circular import for custom callbacks literal

* fix(factory.py): fix circular imports inside prompt factory

* fix(cost_calculator.py): fix circular import for 'litellm.Usage'

* fix(proxy_server.py): fix potential circular import with `litellm.Router'

* fix(proxy/utils.py): fix potential circular import in `litellm.Router`

* fix: remove circular imports in 'auth_checks' and 'guardrails/'

* fix(prompt_injection_detection.py): fix router impor t

* fix(vertex_passthrough_logging_handler.py): fix potential circular imports in vertex pass through

* fix(anthropic_pass_through_logging_handler.py): fix potential circular imports

* fix(slack_alerting.py-+-ollama_chat.py): fix modelresponse import

* fix(base.py): fix potential circular import

* fix(handler.py): fix potential circular ref in codestral + cohere handler's

* fix(azure.py): fix potential circular imports

* fix(gpt_transformation.py): fix modelresponse import

* fix(litellm_logging.py): add logging base class - simplify typing

makes it easy for other files to type check the logging obj without introducing circular imports

* fix(azure_ai/embed): fix potential circular import on handler.py

* fix(databricks/): fix potential circular imports in databricks/

* fix(vertex_ai/): fix potential circular imports on vertex ai embeddings

* fix(vertex_ai/image_gen): fix import

* fix(watsonx-+-bedrock): cleanup imports

* refactor(anthropic-pass-through-+-petals): cleanup imports

* refactor(huggingface/): cleanup imports

* fix(ollama-+-clarifai): cleanup circular imports

* fix(openai_like/): fix impor t

* fix(openai_like/): fix embedding handler

cleanup imports

* refactor(openai.py): cleanup imports

* fix(sagemaker/transformation.py): fix import

* ci(config.yml): add circular import test to ci/cd
2024-12-14 16:28:34 -08:00
Ishaan Jaff
ddfe687b13
(fix) don't block proxy startup if license check fails & using prometheus (#6839)
* fix - don't block proxy startup if not a premium user

* test_litellm_proxy_server_config_with_prometheus

* add test for proxy startup

* fix remove unused test

* fix startup test

* add comment on bad-license
2024-11-20 17:55:39 -08:00
Krish Dholakia
56e9047818
Litellm router max depth (#6501)
* feat(router.py): add check for max fallback depth

Prevent infinite loop for fallbacks

 Closes https://github.com/BerriAI/litellm/issues/6498

* test: update test

* (fix) Prometheus - Log Postgres DB latency, status on prometheus  (#6484)

* fix logging DB fails on prometheus

* unit testing log to otel wrapper

* unit testing for service logger + prometheus

* use LATENCY buckets for service logging

* fix service logging

* docs clarify vertex vs gemini

* (router_strategy/) ensure all async functions use async cache methods (#6489)

* fix router strat

* use async set / get cache in router_strategy

* add coverage for router strategy

* fix imports

* fix batch_get_cache

* use async methods for least busy

* fix least busy use async methods

* fix test_dual_cache_increment

* test async_get_available_deployment when routing_strategy="least-busy"

* (fix) proxy - fix when `STORE_MODEL_IN_DB` should be set (#6492)

* set store_model_in_db at the top

* correctly use store_model_in_db global

* (fix) `PrometheusServicesLogger` `_get_metric` should return metric in Registry  (#6486)

* fix logging DB fails on prometheus

* unit testing log to otel wrapper

* unit testing for service logger + prometheus

* use LATENCY buckets for service logging

* fix service logging

* fix _get_metric in prom services logger

* add clear doc string

* unit testing for prom service logger

* bump: version 1.51.0 → 1.51.1

* Add `azure/gpt-4o-mini-2024-07-18` to model_prices_and_context_window.json (#6477)

* Update utils.py (#6468)

Fixed missing keys

* (perf) Litellm redis router fix - ~100ms improvement (#6483)

* docs(exception_mapping.md): add missing exception types

Fixes https://github.com/Aider-AI/aider/issues/2120#issuecomment-2438971183

* fix(main.py): register custom model pricing with specific key

Ensure custom model pricing is registered to the specific model+provider key combination

* test: make testing more robust for custom pricing

* fix(redis_cache.py): instrument otel logging for sync redis calls

ensures complete coverage for all redis cache calls

* refactor: pass parent_otel_span for redis caching calls in router

allows for more observability into what calls are causing latency issues

* test: update tests with new params

* refactor: ensure e2e otel tracing for router

* refactor(router.py): add more otel tracing acrosss router

catch all latency issues for router requests

* fix: fix linting error

* fix(router.py): fix linting error

* fix: fix test

* test: fix tests

* fix(dual_cache.py): pass ttl to redis cache

* fix: fix param

* perf(cooldown_cache.py): improve cooldown cache, to store cache results in memory for 5s, prevents redis call from being made on each request

reduces 100ms latency per call with caching enabled on router

* fix: fix test

* fix(cooldown_cache.py): handle if a result is None

* fix(cooldown_cache.py): add debug statements

* refactor(dual_cache.py): move to using an in-memory check for batch get cache, to prevent redis from being hit for every call

* fix(cooldown_cache.py): fix linting erropr

* build: merge main

---------

Co-authored-by: Ishaan Jaff <ishaanjaffer0324@gmail.com>
Co-authored-by: Xingyao Wang <xingyao@all-hands.dev>
Co-authored-by: vibhanshu-ob <115142120+vibhanshu-ob@users.noreply.github.com>
2024-10-29 22:05:41 -07:00
Ishaan Jaff
4d1b4beb3d
(refactor) caching use LLMCachingHandler for async_get_cache and set_cache (#6208)
* use folder for caching

* fix importing caching

* fix clickhouse pyright

* fix linting

* fix correctly pass kwargs and args

* fix test case for embedding

* fix linting

* fix embedding caching logic

* fix refactor handle utils.py

* fix test_embedding_caching_azure_individual_items_reordered
2024-10-14 16:34:01 +05:30
Krish Dholakia
04e5963b65
Litellm expose disable schema update flag (#6085)
* fix: enable new 'disable_prisma_schema_update' flag

* build(config.yml): remove setup remote docker step

* ci(config.yml): give container time to start up

* ci(config.yml): update test

* build(config.yml): actually start docker

* build(config.yml): simplify grep check

* fix(prisma_client.py): support reading disable_schema_update via env vars

* ci(config.yml): add test to check if all general settings are documented

* build(test_General_settings.py): check available dir

* ci: check ../ repo path

* build: check ./

* build: fix test
2024-10-05 21:26:51 -04:00
Krish Dholakia
d57be47b0f
Litellm ruff linting enforcement (#5992)
* ci(config.yml): add a 'check_code_quality' step

Addresses https://github.com/BerriAI/litellm/issues/5991

* ci(config.yml): check why circle ci doesn't pick up this test

* ci(config.yml): fix to run 'check_code_quality' tests

* fix(__init__.py): fix unprotected import

* fix(__init__.py): don't remove unused imports

* build(ruff.toml): update ruff.toml to ignore unused imports

* fix: fix: ruff + pyright - fix linting + type-checking errors

* fix: fix linting errors

* fix(lago.py): fix module init error

* fix: fix linting errors

* ci(config.yml): cd into correct dir for checks

* fix(proxy_server.py): fix linting error

* fix(utils.py): fix bare except

causes ruff linting errors

* fix: ruff - fix remaining linting errors

* fix(clickhouse.py): use standard logging object

* fix(__init__.py): fix unprotected import

* fix: ruff - fix linting errors

* fix: fix linting errors

* ci(config.yml): cleanup code qa step (formatting handled in local_testing)

* fix(_health_endpoints.py): fix ruff linting errors

* ci(config.yml): just use ruff in check_code_quality pipeline for now

* build(custom_guardrail.py): include missing file

* style(embedding_handler.py): fix ruff check
2024-10-01 19:44:20 -04:00
Krrish Dholakia
3fc4ae0d65 build(custom_guardrail.py): include missing file 2024-10-01 17:18:52 -04:00
Ishaan Jaff
711932294c
[Feat] Add testing for prometheus failure metrics (#5823)
* prom - show status code and class type on prom

* log exception_class name on prometheus metrics

* prometheus track error code and status

* add bad model

* add prometheus failure metric test

* remove outdated file

* fix litellm_proxy_total_requests_metric

* add prometheus metrics testing
2024-09-21 11:36:29 -07:00
Ishaan Jaff
1973ae8fb8
[Feat] Allow setting supports_vision for Custom OpenAI endpoints + Added testing (#5821)
* add test for using images with custom openai endpoints

* run all otel tests

* update name of test

* add custom openai model to test config

* add test for setting supports_vision=True for model

* fix test guardrails aporia

* docs supports vison

* fix yaml

* fix yaml

* docs supports vision

* fix bedrock guardrail test

* fix cohere rerank test

* update model_group doc string

* add better prints on test
2024-09-21 11:35:55 -07:00
Ishaan Jaff
b6ae2204a8
[Feat-Proxy] Slack Alerting - allow using os.environ/ vars for alert to webhook url (#5726)
* allow using os.environ for slack urls

* use env vars for webhook urls

* fix types for get_secret

* fix linting

* fix linting

* fix linting

* linting fixes

* linting fix

* docs alerting slack

* fix get data
2024-09-16 18:03:37 -07:00
Ishaan Jaff
414d2dcb52 call spend logs endpoint 2024-08-30 16:35:07 -07:00
Ishaan Jaff
f3f85f6141 add test for vertex basic pass throgh 2024-08-30 16:26:00 -07:00