feat(litellm): trace image generation calls#261

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Abhijeet Prasad (AbhiPrasad) merged 1 commit into from
Apr 13, 2026
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feat(litellm): trace image generation calls #261

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6 changes: 3 additions & 3 deletions py/src/braintrust/integrations/litellm/__init__.py
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Expand Up@@ -8,9 +8,9 @@ def patch_litellm() -> bool:
"""Patch LiteLLM to add Braintrust tracing.

This wraps litellm.completion, litellm.acompletion, litellm.responses,
litellm.aresponses, litellm.embedding, litellm.aembedding, and
litellm.moderation to automatically create Braintrust spans with
detailed token metrics,
litellm.aresponses, litellm.image_generation, litellm.aimage_generation,
litellm.embedding, litellm.aembedding, and litellm.moderation to
automatically create Braintrust spans with detailed token metrics,
timing, and costs.

Returns:
Expand Down
84 changes: 84 additions & 0 deletions py/src/braintrust/integrations/litellm/cassettes/test_litellm_aimage_generation.yaml
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84 changes: 84 additions & 0 deletions py/src/braintrust/integrations/litellm/cassettes/test_litellm_image_generation.yaml
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21 changes: 19 additions & 2 deletions py/src/braintrust/integrations/litellm/patchers.py
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Original file line numberDiff line numberDiff line change
Expand Up@@ -7,9 +7,11 @@
from .tracing import (
_acompletion_wrapper_async,
_aembedding_wrapper_async,
_aimage_generation_wrapper_async,
_aresponses_wrapper_async,
_completion_wrapper,
_embedding_wrapper,
_image_generation_wrapper,
_moderation_wrapper,
_responses_wrapper,
)
Expand DownExpand Up@@ -44,6 +46,18 @@ class LiteLLMAresponsesPatcher(FunctionWrapperPatcher):
wrapper = _aresponses_wrapper_async


class LiteLLMImageGenerationPatcher(FunctionWrapperPatcher):
name = "litellm.image_generation"
target_path = "image_generation"
wrapper = _image_generation_wrapper


class LiteLLMAimageGenerationPatcher(FunctionWrapperPatcher):
name = "litellm.aimage_generation"
target_path = "aimage_generation"
wrapper = _aimage_generation_wrapper_async


class LiteLLMEmbeddingPatcher(FunctionWrapperPatcher):
name = "litellm.embedding"
target_path = "embedding"
Expand DownExpand Up@@ -71,6 +85,8 @@ class LiteLLMModerationPatcher(FunctionWrapperPatcher):
LiteLLMAcompletionPatcher,
LiteLLMResponsesPatcher,
LiteLLMAresponsesPatcher,
LiteLLMImageGenerationPatcher,
LiteLLMAimageGenerationPatcher,
LiteLLMEmbeddingPatcher,
LiteLLMAembeddingPatcher,
LiteLLMModerationPatcher,
Expand All@@ -88,8 +104,9 @@ def wrap_litellm(litellm: Any) -> Any:
Unlike :func:`patch_litellm`, which patches the globally-imported ``litellm``
module, this function instruments a specific module object (or any object
that exposes the same top-level callables such as ``completion``,
``acompletion``, ``responses``, ``aresponses``, ``embedding``,
``aembedding``, and ``moderation``). Each patcher is applied
``acompletion``, ``responses``, ``aresponses``, ``image_generation``,
``aimage_generation``, ``embedding``, ``aembedding``, and ``moderation``).
Each patcher is applied
idempotently — calling
``wrap_litellm`` twice on the same object is safe.

Expand Down
59 changes: 59 additions & 0 deletions py/src/braintrust/integrations/litellm/test_litellm.py
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Expand Up@@ -274,6 +274,65 @@ def test_litellm_moderation(memory_logger):
assert "This is a test message" in str(span["input"])


@pytest.mark.vcr
def test_litellm_image_generation(memory_logger):
assert not memory_logger.pop()

prompt = "A tiny red square on a white background"

response = litellm.image_generation(
model="dall-e-2",
prompt=prompt,
size="256x256",
response_format="url",
)

assert response
assert response.data
assert response.data[0].url

spans = memory_logger.pop()
assert len(spans) == 1
span = spans[0]
assert span["metadata"]["model"] == "dall-e-2"
assert span["metadata"]["provider"] == "litellm"
assert span["metadata"]["response_format"] == "url"
assert span["input"] == prompt
assert span["output"]["images_count"] == 1
assert span["output"]["images"][0]["image_url"]["url"].startswith("https://")
assert span["metrics"]["duration"] >= 0


@pytest.mark.vcr
@pytest.mark.asyncio
async def test_litellm_aimage_generation(memory_logger):
assert not memory_logger.pop()

prompt = "A tiny blue square on a white background"

response = await litellm.aimage_generation(
model="dall-e-2",
prompt=prompt,
size="256x256",
response_format="url",
)

assert response
assert response.data
assert response.data[0].url

spans = memory_logger.pop()
assert len(spans) == 1
span = spans[0]
assert span["metadata"]["model"] == "dall-e-2"
assert span["metadata"]["provider"] == "litellm"
assert span["metadata"]["response_format"] == "url"
assert span["input"] == prompt
assert span["output"]["images_count"] == 1
assert span["output"]["images"][0]["image_url"]["url"].startswith("https://")
assert span["metrics"]["duration"] >= 0


@pytest.mark.vcr
def test_litellm_completion_with_system_prompt(memory_logger):
assert not memory_logger.pop()
Expand Down
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feat(litellm): trace image generation calls#261

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 Merged

Abhijeet Prasad (AbhiPrasad)
merged 1 commit into

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Apr 13, 2026
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feat(litellm): trace image generation calls
#261
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6 changes: 3 additions & 3 deletions
py/src/braintrust/integrations/litellm/__init__.py

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Original file line numberDiff line numberDiff line change
Expand Up@@ -8,9 +8,9 @@ def patch_litellm() -> bool:
 """Patch LiteLLM to add Braintrust tracing.

 This wraps litellm.completion, litellm.acompletion, litellm.responses,
 litellm.aresponses, litellm.embedding, litellm.aembedding, and
 litellm.moderation to automatically create Braintrust spans with
 detailed token metrics,
 litellm.aresponses, litellm.image_generation, litellm.aimage_generation,
 litellm.embedding, litellm.aembedding, and litellm.moderation to
automatically create Braintrust spans with detailed token metrics,
 timing, and costs.

 Returns:
Expand Down

84 changes: 84 additions & 0 deletions
py/src/braintrust/integrations/litellm/cassettes/test_litellm_aimage_generation.yaml

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py/src/braintrust/integrations/litellm/cassettes/test_litellm_image_generation.yaml

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21 changes: 19 additions & 2 deletions
py/src/braintrust/integrations/litellm/patchers.py

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Original file line numberDiff line numberDiff line change
Expand Up@@ -7,9 +7,11 @@
from .tracing import (
 _acompletion_wrapper_async,
 _aembedding_wrapper_async,
 _aimage_generation_wrapper_async,
 _aresponses_wrapper_async,
 _completion_wrapper,
 _embedding_wrapper,
 _image_generation_wrapper,
 _moderation_wrapper,
 _responses_wrapper,
)
Expand DownExpand Up@@ -44,6 +46,18 @@ class LiteLLMAresponsesPatcher(FunctionWrapperPatcher):
 wrapper = _aresponses_wrapper_async


class LiteLLMImageGenerationPatcher(FunctionWrapperPatcher):
 name = "litellm.image_generation"
 target_path = "image_generation"
 wrapper = _image_generation_wrapper


class LiteLLMAimageGenerationPatcher(FunctionWrapperPatcher):
 name = "litellm.aimage_generation"
 target_path = "aimage_generation"
 wrapper = _aimage_generation_wrapper_async


class LiteLLMEmbeddingPatcher(FunctionWrapperPatcher):
 name = "litellm.embedding"
 target_path = "embedding"
Expand DownExpand Up@@ -71,6 +85,8 @@ class LiteLLMModerationPatcher(FunctionWrapperPatcher):
 LiteLLMAcompletionPatcher,
 LiteLLMResponsesPatcher,
 LiteLLMAresponsesPatcher,
 LiteLLMImageGenerationPatcher,
 LiteLLMAimageGenerationPatcher,
 LiteLLMEmbeddingPatcher,
 LiteLLMAembeddingPatcher,
 LiteLLMModerationPatcher,
Expand All@@ -88,8 +104,9 @@ def wrap_litellm(litellm: Any) -> Any:
 Unlike :func:`patch_litellm`, which patches the globally-imported ``litellm``
 module, this function instruments a specific module object (or any object
 that exposes the same top-level callables such as ``completion``,
 ``acompletion``, ``responses``, ``aresponses``, ``embedding``,
 ``aembedding``, and ``moderation``). Each patcher is applied
 ``acompletion``, ``responses``, ``aresponses``, ``image_generation``,
 ``aimage_generation``, ``embedding``, ``aembedding``, and ``moderation``).
 Each patcher is applied
 idempotently — calling
 ``wrap_litellm`` twice on the same object is safe.

Expand Down

59 changes: 59 additions & 0 deletions
py/src/braintrust/integrations/litellm/test_litellm.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -274,6 +274,65 @@ def test_litellm_moderation(memory_logger):
 assert "This is a test message" in str(span["input"])


@pytest.mark.vcr
def test_litellm_image_generation(memory_logger):
 assert not memory_logger.pop()

 prompt = "A tiny red square on a white background"

 response = litellm.image_generation(
 model="dall-e-2",
 prompt=prompt,
 size="256x256",
 response_format="url",
 )

 assert response
 assert response.data
 assert response.data[0].url

 spans = memory_logger.pop()
 assert len(spans) == 1
 span = spans[0]
 assert span["metadata"]["model"] == "dall-e-2"
 assert span["metadata"]["provider"] == "litellm"
 assert span["metadata"]["response_format"] == "url"
 assert span["input"] == prompt
 assert span["output"]["images_count"] == 1
 assert span["output"]["images"][0]["image_url"]["url"].startswith("https://")
 assert span["metrics"]["duration"] >= 0


@pytest.mark.vcr
@pytest.mark.asyncio
async def test_litellm_aimage_generation(memory_logger):
 assert not memory_logger.pop()

 prompt = "A tiny blue square on a white background"

 response = await litellm.aimage_generation(
 model="dall-e-2",
 prompt=prompt,
 size="256x256",
 response_format="url",
 )

 assert response
 assert response.data
 assert response.data[0].url

 spans = memory_logger.pop()
 assert len(spans) == 1
 span = spans[0]
 assert span["metadata"]["model"] == "dall-e-2"
 assert span["metadata"]["provider"] == "litellm"
 assert span["metadata"]["response_format"] == "url"
 assert span["input"] == prompt
 assert span["output"]["images_count"] == 1
 assert span["output"]["images"][0]["image_url"]["url"].startswith("https://")
 assert span["metrics"]["duration"] >= 0


@pytest.mark.vcr
def test_litellm_completion_with_system_prompt(memory_logger):
 assert not memory_logger.pop()
Expand Down
Loading
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Force GitHub README to respect dark mode\n(function() {\n var style = document.createElement('style');\n style.textContent = '\n .markdown-body {\n color-scheme: dark light;\n }\n .markdown-body pre { background: #161b22 !important; }\n .markdown-body code { background: rgba(110, 118, 129, 0.4) !important; }\n .markdown-body table th, .markdown-body table td { border-color: #30363d !important; }\n .markdown-body img { background: #0d1117; }\n .markdown-body blockquote { border-left-color: #8b949e; }\n .markdown-body hr { border-color: #30363d; }\n ';\n document.head.appendChild(style);\n})();", "GitHub Dark Mode README Fix");
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try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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Abhijeet Prasad (AbhiPrasad)
merged 1 commit into

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Apr 13, 2026
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feat(litellm): trace image generation calls
#261
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6 changes: 3 additions & 3 deletions
py/src/braintrust/integrations/litellm/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -8,9 +8,9 @@ def patch_litellm() -> bool:
 """Patch LiteLLM to add Braintrust tracing.

 This wraps litellm.completion, litellm.acompletion, litellm.responses,
 litellm.aresponses, litellm.embedding, litellm.aembedding, and
 litellm.moderation to automatically create Braintrust spans with
 detailed token metrics,
 litellm.aresponses, litellm.image_generation, litellm.aimage_generation,
 litellm.embedding, litellm.aembedding, and litellm.moderation to
automatically create Braintrust spans with detailed token metrics,
 timing, and costs.

 Returns:
Expand Down

84 changes: 84 additions & 0 deletions
py/src/braintrust/integrations/litellm/cassettes/test_litellm_aimage_generation.yaml

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Open in desktop

Original file line numberDiff line numberDiff line change
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Open in desktop

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21 changes: 19 additions & 2 deletions
py/src/braintrust/integrations/litellm/patchers.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -7,9 +7,11 @@
from .tracing import (
 _acompletion_wrapper_async,
 _aembedding_wrapper_async,
 _aimage_generation_wrapper_async,
 _aresponses_wrapper_async,
 _completion_wrapper,
 _embedding_wrapper,
 _image_generation_wrapper,
 _moderation_wrapper,
 _responses_wrapper,
)
Expand DownExpand Up@@ -44,6 +46,18 @@ class LiteLLMAresponsesPatcher(FunctionWrapperPatcher):
 wrapper = _aresponses_wrapper_async


class LiteLLMImageGenerationPatcher(FunctionWrapperPatcher):
 name = "litellm.image_generation"
 target_path = "image_generation"
 wrapper = _image_generation_wrapper


class LiteLLMAimageGenerationPatcher(FunctionWrapperPatcher):
 name = "litellm.aimage_generation"
 target_path = "aimage_generation"
 wrapper = _aimage_generation_wrapper_async


class LiteLLMEmbeddingPatcher(FunctionWrapperPatcher):
 name = "litellm.embedding"
 target_path = "embedding"
Expand DownExpand Up@@ -71,6 +85,8 @@ class LiteLLMModerationPatcher(FunctionWrapperPatcher):
 LiteLLMAcompletionPatcher,
 LiteLLMResponsesPatcher,
 LiteLLMAresponsesPatcher,
 LiteLLMImageGenerationPatcher,
 LiteLLMAimageGenerationPatcher,
 LiteLLMEmbeddingPatcher,
 LiteLLMAembeddingPatcher,
 LiteLLMModerationPatcher,
Expand All@@ -88,8 +104,9 @@ def wrap_litellm(litellm: Any) -> Any:
 Unlike :func:`patch_litellm`, which patches the globally-imported ``litellm``
 module, this function instruments a specific module object (or any object
 that exposes the same top-level callables such as ``completion``,
 ``acompletion``, ``responses``, ``aresponses``, ``embedding``,
 ``aembedding``, and ``moderation``). Each patcher is applied
 ``acompletion``, ``responses``, ``aresponses``, ``image_generation``,
 ``aimage_generation``, ``embedding``, ``aembedding``, and ``moderation``).
 Each patcher is applied
 idempotently — calling
 ``wrap_litellm`` twice on the same object is safe.

Expand Down

59 changes: 59 additions & 0 deletions
py/src/braintrust/integrations/litellm/test_litellm.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -274,6 +274,65 @@ def test_litellm_moderation(memory_logger):
 assert "This is a test message" in str(span["input"])


@pytest.mark.vcr
def test_litellm_image_generation(memory_logger):
 assert not memory_logger.pop()

 prompt = "A tiny red square on a white background"

 response = litellm.image_generation(
 model="dall-e-2",
 prompt=prompt,
 size="256x256",
 response_format="url",
 )

 assert response
 assert response.data
 assert response.data[0].url

 spans = memory_logger.pop()
 assert len(spans) == 1
 span = spans[0]
 assert span["metadata"]["model"] == "dall-e-2"
 assert span["metadata"]["provider"] == "litellm"
 assert span["metadata"]["response_format"] == "url"
 assert span["input"] == prompt
 assert span["output"]["images_count"] == 1
 assert span["output"]["images"][0]["image_url"]["url"].startswith("https://")
 assert span["metrics"]["duration"] >= 0


@pytest.mark.vcr
@pytest.mark.asyncio
async def test_litellm_aimage_generation(memory_logger):
 assert not memory_logger.pop()

 prompt = "A tiny blue square on a white background"

 response = await litellm.aimage_generation(
 model="dall-e-2",
 prompt=prompt,
 size="256x256",
 response_format="url",
 )

 assert response
 assert response.data
 assert response.data[0].url

 spans = memory_logger.pop()
 assert len(spans) == 1
 span = spans[0]
 assert span["metadata"]["model"] == "dall-e-2"
 assert span["metadata"]["provider"] == "litellm"
 assert span["metadata"]["response_format"] == "url"
 assert span["input"] == prompt
 assert span["output"]["images_count"] == 1
 assert span["output"]["images"][0]["image_url"]["url"].startswith("https://")
 assert span["metrics"]["duration"] >= 0


@pytest.mark.vcr
def test_litellm_completion_with_system_prompt(memory_logger):
 assert not memory_logger.pop()
Expand Down
Loading
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, 'i');
if (__m === '*' || __re.test(location.href)) {
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Skip to content
feat(litellm): trace image generation calls#261

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 Merged

Abhijeet Prasad (AbhiPrasad)
merged 1 commit into

from

Apr 13, 2026
 Merged


feat(litellm): trace image generation calls
#261
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6 changes: 3 additions & 3 deletions
py/src/braintrust/integrations/litellm/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -8,9 +8,9 @@ def patch_litellm() -> bool:
 """Patch LiteLLM to add Braintrust tracing.

 This wraps litellm.completion, litellm.acompletion, litellm.responses,
 litellm.aresponses, litellm.embedding, litellm.aembedding, and
 litellm.moderation to automatically create Braintrust spans with
 detailed token metrics,
 litellm.aresponses, litellm.image_generation, litellm.aimage_generation,
 litellm.embedding, litellm.aembedding, and litellm.moderation to
automatically create Braintrust spans with detailed token metrics,
 timing, and costs.

 Returns:
Expand Down

84 changes: 84 additions & 0 deletions
py/src/braintrust/integrations/litellm/cassettes/test_litellm_aimage_generation.yaml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,84 @@
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py/src/braintrust/integrations/litellm/cassettes/test_litellm_image_generation.yaml

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21 changes: 19 additions & 2 deletions
py/src/braintrust/integrations/litellm/patchers.py

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Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -7,9 +7,11 @@
from .tracing import (
 _acompletion_wrapper_async,
 _aembedding_wrapper_async,
 _aimage_generation_wrapper_async,
 _aresponses_wrapper_async,
 _completion_wrapper,
 _embedding_wrapper,
 _image_generation_wrapper,
 _moderation_wrapper,
 _responses_wrapper,
)
Expand DownExpand Up@@ -44,6 +46,18 @@ class LiteLLMAresponsesPatcher(FunctionWrapperPatcher):
 wrapper = _aresponses_wrapper_async


class LiteLLMImageGenerationPatcher(FunctionWrapperPatcher):
 name = "litellm.image_generation"
 target_path = "image_generation"
 wrapper = _image_generation_wrapper


class LiteLLMAimageGenerationPatcher(FunctionWrapperPatcher):
 name = "litellm.aimage_generation"
 target_path = "aimage_generation"
 wrapper = _aimage_generation_wrapper_async


class LiteLLMEmbeddingPatcher(FunctionWrapperPatcher):
 name = "litellm.embedding"
 target_path = "embedding"
Expand DownExpand Up@@ -71,6 +85,8 @@ class LiteLLMModerationPatcher(FunctionWrapperPatcher):
 LiteLLMAcompletionPatcher,
 LiteLLMResponsesPatcher,
 LiteLLMAresponsesPatcher,
 LiteLLMImageGenerationPatcher,
 LiteLLMAimageGenerationPatcher,
 LiteLLMEmbeddingPatcher,
 LiteLLMAembeddingPatcher,
 LiteLLMModerationPatcher,
Expand All@@ -88,8 +104,9 @@ def wrap_litellm(litellm: Any) -> Any:
 Unlike :func:`patch_litellm`, which patches the globally-imported ``litellm``
 module, this function instruments a specific module object (or any object
 that exposes the same top-level callables such as ``completion``,
 ``acompletion``, ``responses``, ``aresponses``, ``embedding``,
 ``aembedding``, and ``moderation``). Each patcher is applied
 ``acompletion``, ``responses``, ``aresponses``, ``image_generation``,
 ``aimage_generation``, ``embedding``, ``aembedding``, and ``moderation``).
 Each patcher is applied
 idempotently — calling
 ``wrap_litellm`` twice on the same object is safe.

Expand Down

59 changes: 59 additions & 0 deletions
py/src/braintrust/integrations/litellm/test_litellm.py

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Original file line numberDiff line numberDiff line change
Expand Up@@ -274,6 +274,65 @@ def test_litellm_moderation(memory_logger):
 assert "This is a test message" in str(span["input"])


@pytest.mark.vcr
def test_litellm_image_generation(memory_logger):
 assert not memory_logger.pop()

 prompt = "A tiny red square on a white background"

 response = litellm.image_generation(
 model="dall-e-2",
 prompt=prompt,
 size="256x256",
 response_format="url",
 )

 assert response
 assert response.data
 assert response.data[0].url

 spans = memory_logger.pop()
 assert len(spans) == 1
 span = spans[0]
 assert span["metadata"]["model"] == "dall-e-2"
 assert span["metadata"]["provider"] == "litellm"
 assert span["metadata"]["response_format"] == "url"
 assert span["input"] == prompt
 assert span["output"]["images_count"] == 1
 assert span["output"]["images"][0]["image_url"]["url"].startswith("https://")
 assert span["metrics"]["duration"] >= 0


@pytest.mark.vcr
@pytest.mark.asyncio
async def test_litellm_aimage_generation(memory_logger):
 assert not memory_logger.pop()

 prompt = "A tiny blue square on a white background"

 response = await litellm.aimage_generation(
 model="dall-e-2",
 prompt=prompt,
 size="256x256",
 response_format="url",
 )

 assert response
 assert response.data
 assert response.data[0].url

 spans = memory_logger.pop()
 assert len(spans) == 1
 span = spans[0]
 assert span["metadata"]["model"] == "dall-e-2"
 assert span["metadata"]["provider"] == "litellm"
 assert span["metadata"]["response_format"] == "url"
 assert span["input"] == prompt
 assert span["output"]["images_count"] == 1
 assert span["output"]["images"][0]["image_url"]["url"].startswith("https://")
 assert span["metrics"]["duration"] >= 0


@pytest.mark.vcr
def test_litellm_completion_with_system_prompt(memory_logger):
 assert not memory_logger.pop()
Expand Down
Loading
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Strip utm_, fbclid, gclid, etc. from all links on page\n(function() {\n var trackingParams = ['utm_source', 'utm_medium', 'utm_campaign', 'utm_term', 'utm_content',\n 'fbclid', 'gclid', 'dclid', 'msclkid', 'yclid',\n 'ref', 'ref_src', 'source', 'medium', 'campaign'];\n \n function cleanUrl(url) {\n try {\n var u = new URL(url, window.location.origin);\n var changed = false;\n trackingParams.forEach(function(p) {\n if (u.searchParams.has(p)) {\n u.searchParams.delete(p);\n changed = true;\n }\n });\n return changed ? u.toString() : url;\n } catch (e) {\n return url;\n }\n }\n \n function cleanLinks() {\n document.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n \n cleanLinks();\n \n var observer = new MutationObserver(function(mutations) {\n mutations.forEach(function(m) {\n m.addedNodes.forEach(function(node) {\n if (node.nodeType === 1) {\n if (node.tagName === 'A') cleanLinks();\n node.querySelectorAll('a[href]').forEach(function(a) {\n var clean = cleanUrl(a.href);\n if (clean !== a.href) a.href = clean;\n });\n }\n });\n });\n });\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "Remove Tracking Parameters from Links");
}
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})();
(function(){
try {
var __m = "youtube.com";
var __re = new RegExp('^' + "youtube\\.com" + '

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 Merged

Abhijeet Prasad (AbhiPrasad)
merged 1 commit into

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Apr 13, 2026
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feat(litellm): trace image generation calls
#261
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6 changes: 3 additions & 3 deletions
py/src/braintrust/integrations/litellm/__init__.py

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Original file line numberDiff line numberDiff line change
Expand Up@@ -8,9 +8,9 @@ def patch_litellm() -> bool:
 """Patch LiteLLM to add Braintrust tracing.

 This wraps litellm.completion, litellm.acompletion, litellm.responses,
 litellm.aresponses, litellm.embedding, litellm.aembedding, and
 litellm.moderation to automatically create Braintrust spans with
 detailed token metrics,
 litellm.aresponses, litellm.image_generation, litellm.aimage_generation,
 litellm.embedding, litellm.aembedding, and litellm.moderation to
automatically create Braintrust spans with detailed token metrics,
 timing, and costs.

 Returns:
Expand Down

84 changes: 84 additions & 0 deletions
py/src/braintrust/integrations/litellm/cassettes/test_litellm_aimage_generation.yaml

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Original file line numberDiff line numberDiff line change
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84 changes: 84 additions & 0 deletions
py/src/braintrust/integrations/litellm/cassettes/test_litellm_image_generation.yaml

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Open in desktop

Original file line numberDiff line numberDiff line change
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21 changes: 19 additions & 2 deletions
py/src/braintrust/integrations/litellm/patchers.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -7,9 +7,11 @@
from .tracing import (
 _acompletion_wrapper_async,
 _aembedding_wrapper_async,
 _aimage_generation_wrapper_async,
 _aresponses_wrapper_async,
 _completion_wrapper,
 _embedding_wrapper,
 _image_generation_wrapper,
 _moderation_wrapper,
 _responses_wrapper,
)
Expand DownExpand Up@@ -44,6 +46,18 @@ class LiteLLMAresponsesPatcher(FunctionWrapperPatcher):
 wrapper = _aresponses_wrapper_async


class LiteLLMImageGenerationPatcher(FunctionWrapperPatcher):
 name = "litellm.image_generation"
 target_path = "image_generation"
 wrapper = _image_generation_wrapper


class LiteLLMAimageGenerationPatcher(FunctionWrapperPatcher):
 name = "litellm.aimage_generation"
 target_path = "aimage_generation"
 wrapper = _aimage_generation_wrapper_async


class LiteLLMEmbeddingPatcher(FunctionWrapperPatcher):
 name = "litellm.embedding"
 target_path = "embedding"
Expand DownExpand Up@@ -71,6 +85,8 @@ class LiteLLMModerationPatcher(FunctionWrapperPatcher):
 LiteLLMAcompletionPatcher,
 LiteLLMResponsesPatcher,
 LiteLLMAresponsesPatcher,
 LiteLLMImageGenerationPatcher,
 LiteLLMAimageGenerationPatcher,
 LiteLLMEmbeddingPatcher,
 LiteLLMAembeddingPatcher,
 LiteLLMModerationPatcher,
Expand All@@ -88,8 +104,9 @@ def wrap_litellm(litellm: Any) -> Any:
 Unlike :func:`patch_litellm`, which patches the globally-imported ``litellm``
 module, this function instruments a specific module object (or any object
 that exposes the same top-level callables such as ``completion``,
 ``acompletion``, ``responses``, ``aresponses``, ``embedding``,
 ``aembedding``, and ``moderation``). Each patcher is applied
 ``acompletion``, ``responses``, ``aresponses``, ``image_generation``,
 ``aimage_generation``, ``embedding``, ``aembedding``, and ``moderation``).
 Each patcher is applied
 idempotently — calling
 ``wrap_litellm`` twice on the same object is safe.

Expand Down

59 changes: 59 additions & 0 deletions
py/src/braintrust/integrations/litellm/test_litellm.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -274,6 +274,65 @@ def test_litellm_moderation(memory_logger):
 assert "This is a test message" in str(span["input"])


@pytest.mark.vcr
def test_litellm_image_generation(memory_logger):
 assert not memory_logger.pop()

 prompt = "A tiny red square on a white background"

 response = litellm.image_generation(
 model="dall-e-2",
 prompt=prompt,
 size="256x256",
 response_format="url",
 )

 assert response
 assert response.data
 assert response.data[0].url

 spans = memory_logger.pop()
 assert len(spans) == 1
 span = spans[0]
 assert span["metadata"]["model"] == "dall-e-2"
 assert span["metadata"]["provider"] == "litellm"
 assert span["metadata"]["response_format"] == "url"
 assert span["input"] == prompt
 assert span["output"]["images_count"] == 1
 assert span["output"]["images"][0]["image_url"]["url"].startswith("https://")
 assert span["metrics"]["duration"] >= 0


@pytest.mark.vcr
@pytest.mark.asyncio
async def test_litellm_aimage_generation(memory_logger):
 assert not memory_logger.pop()

 prompt = "A tiny blue square on a white background"

 response = await litellm.aimage_generation(
 model="dall-e-2",
 prompt=prompt,
 size="256x256",
 response_format="url",
 )

 assert response
 assert response.data
 assert response.data[0].url

 spans = memory_logger.pop()
 assert len(spans) == 1
 span = spans[0]
 assert span["metadata"]["model"] == "dall-e-2"
 assert span["metadata"]["provider"] == "litellm"
 assert span["metadata"]["response_format"] == "url"
 assert span["input"] == prompt
 assert span["output"]["images_count"] == 1
 assert span["output"]["images"][0]["image_url"]["url"].startswith("https://")
 assert span["metrics"]["duration"] >= 0


@pytest.mark.vcr
def test_litellm_completion_with_system_prompt(memory_logger):
 assert not memory_logger.pop()
Expand Down
Loading
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Auto-enable theater mode on YouTube\n(function() {\n function tryTheater() {\n var btn = document.querySelector('button[aria-label=\"Theater mode\"], ytd-player #player button[title=\"Theater mode\"]');\n if (btn && !btn.classList.contains('activated')) {\n btn.click();\n }\n }\n \n // Try immediately\n tryTheater();\n \n // Try after navigation (SPA)\n var lastUrl = location.href;\n setInterval(function() {\n if (location.href !== lastUrl) {\n lastUrl = location.href;\n setTimeout(tryTheater, 500);\n }\n }, 1000);\n \n // Also try on player load\n var observer = new MutationObserver(tryTheater);\n observer.observe(document.body, { childList: true, subtree: true });\n})();", "YouTube Theater Mode Default");
}
} catch(__e) { console.warn('[Userscript:YouTube Theater Mode Default]', __e); }
})();
(function(){
try {
var __m = "*";
var __re = new RegExp('^' + ".*" + '

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feat(litellm): trace image generation calls
#261
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6 changes: 3 additions & 3 deletions
py/src/braintrust/integrations/litellm/__init__.py

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Original file line numberDiff line numberDiff line change
Expand Up@@ -8,9 +8,9 @@ def patch_litellm() -> bool:
 """Patch LiteLLM to add Braintrust tracing.

 This wraps litellm.completion, litellm.acompletion, litellm.responses,
 litellm.aresponses, litellm.embedding, litellm.aembedding, and
 litellm.moderation to automatically create Braintrust spans with
 detailed token metrics,
 litellm.aresponses, litellm.image_generation, litellm.aimage_generation,
 litellm.embedding, litellm.aembedding, and litellm.moderation to
automatically create Braintrust spans with detailed token metrics,
 timing, and costs.

 Returns:
Expand Down

84 changes: 84 additions & 0 deletions
py/src/braintrust/integrations/litellm/cassettes/test_litellm_aimage_generation.yaml

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21 changes: 19 additions & 2 deletions
py/src/braintrust/integrations/litellm/patchers.py

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Original file line numberDiff line numberDiff line change
Expand Up@@ -7,9 +7,11 @@
from .tracing import (
 _acompletion_wrapper_async,
 _aembedding_wrapper_async,
 _aimage_generation_wrapper_async,
 _aresponses_wrapper_async,
 _completion_wrapper,
 _embedding_wrapper,
 _image_generation_wrapper,
 _moderation_wrapper,
 _responses_wrapper,
)
Expand DownExpand Up@@ -44,6 +46,18 @@ class LiteLLMAresponsesPatcher(FunctionWrapperPatcher):
 wrapper = _aresponses_wrapper_async


class LiteLLMImageGenerationPatcher(FunctionWrapperPatcher):
 name = "litellm.image_generation"
 target_path = "image_generation"
 wrapper = _image_generation_wrapper


class LiteLLMAimageGenerationPatcher(FunctionWrapperPatcher):
 name = "litellm.aimage_generation"
 target_path = "aimage_generation"
 wrapper = _aimage_generation_wrapper_async


class LiteLLMEmbeddingPatcher(FunctionWrapperPatcher):
 name = "litellm.embedding"
 target_path = "embedding"
Expand DownExpand Up@@ -71,6 +85,8 @@ class LiteLLMModerationPatcher(FunctionWrapperPatcher):
 LiteLLMAcompletionPatcher,
 LiteLLMResponsesPatcher,
 LiteLLMAresponsesPatcher,
 LiteLLMImageGenerationPatcher,
 LiteLLMAimageGenerationPatcher,
 LiteLLMEmbeddingPatcher,
 LiteLLMAembeddingPatcher,
 LiteLLMModerationPatcher,
Expand All@@ -88,8 +104,9 @@ def wrap_litellm(litellm: Any) -> Any:
 Unlike :func:`patch_litellm`, which patches the globally-imported ``litellm``
 module, this function instruments a specific module object (or any object
 that exposes the same top-level callables such as ``completion``,
 ``acompletion``, ``responses``, ``aresponses``, ``embedding``,
 ``aembedding``, and ``moderation``). Each patcher is applied
 ``acompletion``, ``responses``, ``aresponses``, ``image_generation``,
 ``aimage_generation``, ``embedding``, ``aembedding``, and ``moderation``).
 Each patcher is applied
 idempotently — calling
 ``wrap_litellm`` twice on the same object is safe.

Expand Down

59 changes: 59 additions & 0 deletions
py/src/braintrust/integrations/litellm/test_litellm.py

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Original file line numberDiff line numberDiff line change
Expand Up@@ -274,6 +274,65 @@ def test_litellm_moderation(memory_logger):
 assert "This is a test message" in str(span["input"])


@pytest.mark.vcr
def test_litellm_image_generation(memory_logger):
 assert not memory_logger.pop()

 prompt = "A tiny red square on a white background"

 response = litellm.image_generation(
 model="dall-e-2",
 prompt=prompt,
 size="256x256",
 response_format="url",
 )

 assert response
 assert response.data
 assert response.data[0].url

 spans = memory_logger.pop()
 assert len(spans) == 1
 span = spans[0]
 assert span["metadata"]["model"] == "dall-e-2"
 assert span["metadata"]["provider"] == "litellm"
 assert span["metadata"]["response_format"] == "url"
 assert span["input"] == prompt
 assert span["output"]["images_count"] == 1
 assert span["output"]["images"][0]["image_url"]["url"].startswith("https://")
 assert span["metrics"]["duration"] >= 0


@pytest.mark.vcr
@pytest.mark.asyncio
async def test_litellm_aimage_generation(memory_logger):
 assert not memory_logger.pop()

 prompt = "A tiny blue square on a white background"

 response = await litellm.aimage_generation(
 model="dall-e-2",
 prompt=prompt,
 size="256x256",
 response_format="url",
 )

 assert response
 assert response.data
 assert response.data[0].url

 spans = memory_logger.pop()
 assert len(spans) == 1
 span = spans[0]
 assert span["metadata"]["model"] == "dall-e-2"
 assert span["metadata"]["provider"] == "litellm"
 assert span["metadata"]["response_format"] == "url"
 assert span["input"] == prompt
 assert span["output"]["images_count"] == 1
 assert span["output"]["images"][0]["image_url"]["url"].startswith("https://")
 assert span["metrics"]["duration"] >= 0


@pytest.mark.vcr
def test_litellm_completion_with_system_prompt(memory_logger):
 assert not memory_logger.pop()
Expand Down
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 Merged

Abhijeet Prasad (AbhiPrasad)
merged 1 commit into

from

Apr 13, 2026
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feat(litellm): trace image generation calls
#261
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6 changes: 3 additions & 3 deletions
py/src/braintrust/integrations/litellm/__init__.py

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Original file line numberDiff line numberDiff line change
Expand Up@@ -8,9 +8,9 @@ def patch_litellm() -> bool:
 """Patch LiteLLM to add Braintrust tracing.

 This wraps litellm.completion, litellm.acompletion, litellm.responses,
 litellm.aresponses, litellm.embedding, litellm.aembedding, and
 litellm.moderation to automatically create Braintrust spans with
 detailed token metrics,
 litellm.aresponses, litellm.image_generation, litellm.aimage_generation,
 litellm.embedding, litellm.aembedding, and litellm.moderation to
automatically create Braintrust spans with detailed token metrics,
 timing, and costs.

 Returns:
Expand Down

84 changes: 84 additions & 0 deletions
py/src/braintrust/integrations/litellm/cassettes/test_litellm_aimage_generation.yaml

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Original file line numberDiff line numberDiff line change
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21 changes: 19 additions & 2 deletions
py/src/braintrust/integrations/litellm/patchers.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -7,9 +7,11 @@
from .tracing import (
 _acompletion_wrapper_async,
 _aembedding_wrapper_async,
 _aimage_generation_wrapper_async,
 _aresponses_wrapper_async,
 _completion_wrapper,
 _embedding_wrapper,
 _image_generation_wrapper,
 _moderation_wrapper,
 _responses_wrapper,
)
Expand DownExpand Up@@ -44,6 +46,18 @@ class LiteLLMAresponsesPatcher(FunctionWrapperPatcher):
 wrapper = _aresponses_wrapper_async


class LiteLLMImageGenerationPatcher(FunctionWrapperPatcher):
 name = "litellm.image_generation"
 target_path = "image_generation"
 wrapper = _image_generation_wrapper


class LiteLLMAimageGenerationPatcher(FunctionWrapperPatcher):
 name = "litellm.aimage_generation"
 target_path = "aimage_generation"
 wrapper = _aimage_generation_wrapper_async


class LiteLLMEmbeddingPatcher(FunctionWrapperPatcher):
 name = "litellm.embedding"
 target_path = "embedding"
Expand DownExpand Up@@ -71,6 +85,8 @@ class LiteLLMModerationPatcher(FunctionWrapperPatcher):
 LiteLLMAcompletionPatcher,
 LiteLLMResponsesPatcher,
 LiteLLMAresponsesPatcher,
 LiteLLMImageGenerationPatcher,
 LiteLLMAimageGenerationPatcher,
 LiteLLMEmbeddingPatcher,
 LiteLLMAembeddingPatcher,
 LiteLLMModerationPatcher,
Expand All@@ -88,8 +104,9 @@ def wrap_litellm(litellm: Any) -> Any:
 Unlike :func:`patch_litellm`, which patches the globally-imported ``litellm``
 module, this function instruments a specific module object (or any object
 that exposes the same top-level callables such as ``completion``,
 ``acompletion``, ``responses``, ``aresponses``, ``embedding``,
 ``aembedding``, and ``moderation``). Each patcher is applied
 ``acompletion``, ``responses``, ``aresponses``, ``image_generation``,
 ``aimage_generation``, ``embedding``, ``aembedding``, and ``moderation``).
 Each patcher is applied
 idempotently — calling
 ``wrap_litellm`` twice on the same object is safe.

Expand Down

59 changes: 59 additions & 0 deletions
py/src/braintrust/integrations/litellm/test_litellm.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -274,6 +274,65 @@ def test_litellm_moderation(memory_logger):
 assert "This is a test message" in str(span["input"])


@pytest.mark.vcr
def test_litellm_image_generation(memory_logger):
 assert not memory_logger.pop()

 prompt = "A tiny red square on a white background"

 response = litellm.image_generation(
 model="dall-e-2",
 prompt=prompt,
 size="256x256",
 response_format="url",
 )

 assert response
 assert response.data
 assert response.data[0].url

 spans = memory_logger.pop()
 assert len(spans) == 1
 span = spans[0]
 assert span["metadata"]["model"] == "dall-e-2"
 assert span["metadata"]["provider"] == "litellm"
 assert span["metadata"]["response_format"] == "url"
 assert span["input"] == prompt
 assert span["output"]["images_count"] == 1
 assert span["output"]["images"][0]["image_url"]["url"].startswith("https://")
 assert span["metrics"]["duration"] >= 0


@pytest.mark.vcr
@pytest.mark.asyncio
async def test_litellm_aimage_generation(memory_logger):
 assert not memory_logger.pop()

 prompt = "A tiny blue square on a white background"

 response = await litellm.aimage_generation(
 model="dall-e-2",
 prompt=prompt,
 size="256x256",
 response_format="url",
 )

 assert response
 assert response.data
 assert response.data[0].url

 spans = memory_logger.pop()
 assert len(spans) == 1
 span = spans[0]
 assert span["metadata"]["model"] == "dall-e-2"
 assert span["metadata"]["provider"] == "litellm"
 assert span["metadata"]["response_format"] == "url"
 assert span["input"] == prompt
 assert span["output"]["images_count"] == 1
 assert span["output"]["images"][0]["image_url"]["url"].startswith("https://")
 assert span["metrics"]["duration"] >= 0


@pytest.mark.vcr
def test_litellm_completion_with_system_prompt(memory_logger):
 assert not memory_logger.pop()
Expand Down
Loading
Loading

, 'i');
if (__m === '*' || __re.test(location.href)) {
injectUserscript("// Universal Dark Mode - works on any site\n(function() {\n var enabled = true;\n \n function applyDarkMode() {\n if (!enabled) return;\n \n // Create style element if it doesn't exist\n var style = document.getElementById('universal-dark-mode-style');\n if (!style) {\n style = document.createElement('style');\n style.id = 'universal-dark-mode-style';\n document.head.appendChild(style);\n }\n \n // Dark mode CSS - inverts colors but preserves images/video\n style.textContent = '\n /* Invert everything except media */\n html {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #1a1a2e !important;\n }\n \n /* Restore images, videos, iframes, canvas */\n img, video, iframe, canvas, svg, picture, [style*=\"background-image\"] {\n filter: invert(1) hue-rotate(180deg) !important;\n }\n \n /* Preserve specific elements that should not be inverted */\n .no-dark-mode, .no-dark-mode *,\n [data-theme=\"light\"], [data-theme=\"light\"],\n .ace_editor, .ace_editor *,\n .CodeMirror, .CodeMirror *,\n .monaco-editor, .monaco-editor *,\n .markdown-body pre, .markdown-body pre *,\n .highlight, .highlight *,\n pre code, pre code * {\n filter: none !important;\n }\n \n /* Fix common UI elements */\n .modal, .popup, .dropdown-menu, .tooltip, .popover {\n filter: invert(1) hue-rotate(180deg) !important;\n background: #2d2d44 !important;\n border-color: #444 !important;\n }\n \n /* Scrollbars */\n ::-webkit-scrollbar { background: #1a1a2e !important; }\n ::-webkit-scrollbar-thumb { background: #444 !important; }\n ::-webkit-scrollbar-thumb:hover { background: #555 !important; }\n \n /* Selection */\n ::selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ::-moz-selection { background: #4ecdc4 !important; color: #1a1a2e !important; }\n ';\n }\n \n function removeDarkMode() {\n var style = document.getElementById('universal-dark-mode-style');\n if (style) style.remove();\n }\n \n // Toggle with Alt+Shift+D\n document.addEventListener('keydown', function(e) {\n if (e.altKey && e.shiftKey && e.key === 'D') {\n e.preventDefault();\n enabled = !enabled;\n if (enabled) {\n applyDarkMode();\n console.log('[Universal Dark Mode] Enabled');\n } else {\n removeDarkMode();\n console.log('[Universal Dark Mode] Disabled');\n }\n }\n });\n \n // Apply on load\n applyDarkMode();\n \n // Re-apply on dynamic content\n var observer = new MutationObserver(function(mutations) {\n if (enabled && !document.getElementById('universal-dark-mode-style')) {\n applyDarkMode();\n }\n });\n observer.observe(document.head, { childList: true });\n \n console.log('[Universal Dark Mode] Loaded - Press Alt+Shift+D to toggle');\n})();", "Universal Dark Mode");
}
} catch(__e) { console.warn('[Userscript:Universal Dark Mode]', __e); }
})();
})();

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 Merged

Abhijeet Prasad (AbhiPrasad)
merged 1 commit into

from

Apr 13, 2026
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feat(litellm): trace image generation calls
#261
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6 changes: 3 additions & 3 deletions
py/src/braintrust/integrations/litellm/__init__.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -8,9 +8,9 @@ def patch_litellm() -> bool:
 """Patch LiteLLM to add Braintrust tracing.

 This wraps litellm.completion, litellm.acompletion, litellm.responses,
 litellm.aresponses, litellm.embedding, litellm.aembedding, and
 litellm.moderation to automatically create Braintrust spans with
 detailed token metrics,
 litellm.aresponses, litellm.image_generation, litellm.aimage_generation,
 litellm.embedding, litellm.aembedding, and litellm.moderation to
automatically create Braintrust spans with detailed token metrics,
 timing, and costs.

 Returns:
Expand Down

84 changes: 84 additions & 0 deletions
py/src/braintrust/integrations/litellm/cassettes/test_litellm_aimage_generation.yaml

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Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,84 @@
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84 changes: 84 additions & 0 deletions
py/src/braintrust/integrations/litellm/cassettes/test_litellm_image_generation.yaml

View file


Open in desktop

Original file line numberDiff line numberDiff line change
@@ -0,0 +1,84 @@
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21 changes: 19 additions & 2 deletions
py/src/braintrust/integrations/litellm/patchers.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -7,9 +7,11 @@
from .tracing import (
 _acompletion_wrapper_async,
 _aembedding_wrapper_async,
 _aimage_generation_wrapper_async,
 _aresponses_wrapper_async,
 _completion_wrapper,
 _embedding_wrapper,
 _image_generation_wrapper,
 _moderation_wrapper,
 _responses_wrapper,
)
Expand DownExpand Up@@ -44,6 +46,18 @@ class LiteLLMAresponsesPatcher(FunctionWrapperPatcher):
 wrapper = _aresponses_wrapper_async


class LiteLLMImageGenerationPatcher(FunctionWrapperPatcher):
 name = "litellm.image_generation"
 target_path = "image_generation"
 wrapper = _image_generation_wrapper


class LiteLLMAimageGenerationPatcher(FunctionWrapperPatcher):
 name = "litellm.aimage_generation"
 target_path = "aimage_generation"
 wrapper = _aimage_generation_wrapper_async


class LiteLLMEmbeddingPatcher(FunctionWrapperPatcher):
 name = "litellm.embedding"
 target_path = "embedding"
Expand DownExpand Up@@ -71,6 +85,8 @@ class LiteLLMModerationPatcher(FunctionWrapperPatcher):
 LiteLLMAcompletionPatcher,
 LiteLLMResponsesPatcher,
 LiteLLMAresponsesPatcher,
 LiteLLMImageGenerationPatcher,
 LiteLLMAimageGenerationPatcher,
 LiteLLMEmbeddingPatcher,
 LiteLLMAembeddingPatcher,
 LiteLLMModerationPatcher,
Expand All@@ -88,8 +104,9 @@ def wrap_litellm(litellm: Any) -> Any:
 Unlike :func:`patch_litellm`, which patches the globally-imported ``litellm``
 module, this function instruments a specific module object (or any object
 that exposes the same top-level callables such as ``completion``,
 ``acompletion``, ``responses``, ``aresponses``, ``embedding``,
 ``aembedding``, and ``moderation``). Each patcher is applied
 ``acompletion``, ``responses``, ``aresponses``, ``image_generation``,
 ``aimage_generation``, ``embedding``, ``aembedding``, and ``moderation``).
 Each patcher is applied
 idempotently — calling
 ``wrap_litellm`` twice on the same object is safe.

Expand Down

59 changes: 59 additions & 0 deletions
py/src/braintrust/integrations/litellm/test_litellm.py

View file


Open in desktop

Original file line numberDiff line numberDiff line change
Expand Up@@ -274,6 +274,65 @@ def test_litellm_moderation(memory_logger):
 assert "This is a test message" in str(span["input"])


@pytest.mark.vcr
def test_litellm_image_generation(memory_logger):
 assert not memory_logger.pop()

 prompt = "A tiny red square on a white background"

 response = litellm.image_generation(
 model="dall-e-2",
 prompt=prompt,
 size="256x256",
 response_format="url",
 )

 assert response
 assert response.data
 assert response.data[0].url

 spans = memory_logger.pop()
 assert len(spans) == 1
 span = spans[0]
 assert span["metadata"]["model"] == "dall-e-2"
 assert span["metadata"]["provider"] == "litellm"
 assert span["metadata"]["response_format"] == "url"
 assert span["input"] == prompt
 assert span["output"]["images_count"] == 1
 assert span["output"]["images"][0]["image_url"]["url"].startswith("https://")
 assert span["metrics"]["duration"] >= 0


@pytest.mark.vcr
@pytest.mark.asyncio
async def test_litellm_aimage_generation(memory_logger):
 assert not memory_logger.pop()

 prompt = "A tiny blue square on a white background"

 response = await litellm.aimage_generation(
 model="dall-e-2",
 prompt=prompt,
 size="256x256",
 response_format="url",
 )

 assert response
 assert response.data
 assert response.data[0].url

 spans = memory_logger.pop()
 assert len(spans) == 1
 span = spans[0]
 assert span["metadata"]["model"] == "dall-e-2"
 assert span["metadata"]["provider"] == "litellm"
 assert span["metadata"]["response_format"] == "url"
 assert span["input"] == prompt
 assert span["output"]["images_count"] == 1
 assert span["output"]["images"][0]["image_url"]["url"].startswith("https://")
 assert span["metrics"]["duration"] >= 0


@pytest.mark.vcr
def test_litellm_completion_with_system_prompt(memory_logger):
 assert not memory_logger.pop()
Expand Down
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