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T

Krish Dholakia 0e6e8af1c3 Merge pull request #13795 from TomeHirata/feat/predict/mlflow

Include predicted output in MLflow tracing

2025-08-20 22:40:33 -07:00

_types

feat: Added Missing Attributes For Arize & Phoenix Integration (#10043 ) (#10215 )

2025-04-22 21:34:51 -07:00

agentops

Add AgentOps Integration to LiteLLM (#9685 )

2025-04-22 10:29:01 -07:00

arize

[Feat] QA - Arize Team based logging (#12331 )

2025-07-04 18:17:09 -07:00

azure_storage

[Bug Fix] Azure Blob Storage fixes (#10059 )

2025-04-16 09:47:10 -07:00

cloudzero

[Feat] LiteLLM CloudZero Integration updates - using LiteLLM_SpendLogs Table (#12922 )

2025-07-23 18:46:50 -07:00

datadog

[Feat] Datadog LLM Observability - Add support for tracing guardrail input/output (#13767 )

2025-08-19 10:26:25 -07:00

deepeval

remove deprecated pydantic class Config (#12528 )

2025-07-11 22:21:02 -07:00

dotprompt

Prompt Management - add prompts on UI (#13240 )

2025-08-02 22:33:37 -07:00

email_templates

[Feat] Add User invitation emails when inviting users to litellm (#10615 )

2025-05-06 22:52:53 -07:00

gcs_bucket

update GCSBucketBase to handle GSM project ID if passed (#11409 )

2025-06-04 10:02:26 -07:00

gcs_pubsub

Fix gcs pub sub logging with env var GCS_PROJECT_ID (#10042 )

2025-04-15 21:50:48 -07:00

langfuse

[Feat] - Add key/team logging for Langfuse OTEL Logger (#13512 )

2025-08-11 22:06:25 -07:00

opik

build(pyproject.toml): add new dev dependencies - for type checking (#9631 )

2025-03-29 11:02:13 -07:00

prometheus_helpers

(code quality) run ruff rule to ban unused imports (#7313 )

2024-12-19 12:33:42 -08:00

SlackAlerting

[Feat] Performance - Don't create 1 task for every hanging request alert (#11385 )

2025-06-03 21:12:54 -07:00

vector_store_integrations

[Bug Fix] QA - Use PG Vector Vector Store with LiteLLM (#12716 )

2025-07-18 08:41:18 -07:00

__init__.py

add linting

2023-08-18 11:05:05 -07:00

additional_logging_utils.py

(Feat) - Allow viewing Request/Response Logs stored in GCS Bucket (#8449 )

2025-02-10 20:38:55 -08:00

anthropic_cache_control_hook.py

fix: support negative indexes in cache_control_injection_points for Anthropic Claude (#10226 ) (#13187 )

2025-07-31 15:50:53 -07:00

argilla.py

build(pyproject.toml): add new dev dependencies - for type checking (#9631 )

2025-03-29 11:02:13 -07:00

athina.py

build(pyproject.toml): add new dev dependencies - for type checking (#9631 )

2025-03-29 11:02:13 -07:00

braintrust_logging.py

[Performance] Improve LiteLLM Python SDK RPS by +200 RPS (#13839 )

2025-08-20 21:46:33 -07:00

custom_batch_logger.py

build(pyproject.toml): add new dev dependencies - for type checking (#9631 )

2025-03-29 11:02:13 -07:00

custom_guardrail.py

[MCP Gateway] Litellm mcp pre and during guardrails (#13188 )

2025-08-01 20:02:25 -07:00

custom_logger.py

[Feat] Responses API Session Handling - Multi media support (#13347 )

2025-08-07 10:59:53 -07:00

custom_prompt_management.py

Litellm dev 07 03 2025 p2 (#12301 )

2025-07-03 22:40:21 -07:00

custom_sso_handler.py

[Feat] SSO - Allow users to run a custom sso login handler (#12465 )

2025-07-09 16:36:30 -07:00

dynamodb.py

(code quality) run ruff rule to ban unused imports (#7313 )

2024-12-19 12:33:42 -08:00

email_alerting.py

(code quality) run ruff rule to ban unused imports (#7313 )

2024-12-19 12:33:42 -08:00

galileo.py

(code quality) run ruff rule to ban unused imports (#7313 )

2024-12-19 12:33:42 -08:00

greenscale.py

LITELLM: Remove requests library usage (#7235 )

2024-12-17 12:50:04 -08:00

helicone.py

Helicone base url support + fix for embedding cache hits on str input (#11211 )

2025-05-28 22:02:55 -07:00

humanloop.py

Litellm dev 07 03 2025 p2 (#12301 )

2025-07-03 22:40:21 -07:00

lago.py

(code quality) run ruff rule to ban unused imports (#7313 )

2024-12-19 12:33:42 -08:00

langsmith.py

fix(langsmith.py): respect langsmith batch size param (#10411 )

2025-04-29 18:55:22 -07:00

langtrace.py

build(pyproject.toml): add new dev dependencies - for type checking (#9631 )

2025-03-29 11:02:13 -07:00

literal_ai.py

fix literal ai typing errors

2024-10-09 15:23:39 +05:30

logfire_logger.py

Litellm ruff linting enforcement (#5992 )

2024-10-01 19:44:20 -04:00

lunary.py

build(pyproject.toml): add new dev dependencies - for type checking (#9631 )

2025-03-29 11:02:13 -07:00

mlflow.py

remove comment

2025-08-20 15:42:26 +09:00

openmeter.py

OpenMeter integration error handling fix (#12147 )

2025-07-01 18:12:54 -07:00

opentelemetry.py

OTEL - OTEL_RESOURCE_ATTRIBUTES support + Model Hub - new model hub table view, new /public/model_hub endpoint, fix duplicates in /model_group/info (#12468 )

2025-07-09 22:00:57 -07:00

prometheus_services.py

add operational metrics for pod lock manager v2 arch

2025-04-04 16:41:07 -07:00

prompt_layer.py

LITELLM: Remove requests library usage (#7235 )

2024-12-17 12:50:04 -08:00

prompt_management_base.py

Prompt Management - add prompts on UI (#13240 )

2025-08-02 22:33:37 -07:00

Readme.md

(Feat) - Add GCS Pub/Sub Logging integration for sending DB SpendLogs to BigQuery (#7976 )

2025-01-24 20:57:20 -08:00

s3_v2.py

[Feat] Responses API Session Handling - Multi media support (#13347 )

2025-08-07 10:59:53 -07:00

s3.py

[JSON Logs] fix ciruclar ref error by adding safe dumps (#12764 )

2025-07-19 13:45:27 -07:00

sqs.py

[Feat] Add new AWS SQS Logging Integration (#12176 )

2025-06-30 14:02:49 -07:00

supabase.py

(code quality) run ruff rule to ban unused imports (#7313 )

2024-12-19 12:33:42 -08:00

test_httpx.py

fix(utils.py): improved predibase exception mapping

2024-06-08 14:32:43 -07:00

traceloop.py

(code quality) run ruff rule to ban unused imports (#7313 )

2024-12-19 12:33:42 -08:00

weights_biases.py

build(pyproject.toml): add new dev dependencies - for type checking (#9631 )

2025-03-29 11:02:13 -07:00

Readme.md

Integrations

This folder contains logging integrations for litellm

eg. logging to Datadog, Langfuse, Prometheus, s3, GCS Bucket, etc.