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fix(model-profiles): sort generated profiles by model ID for stable diffs (#35344)

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- Sort model profiles alphabetically by model ID (the top-level
`_PROFILES` dictionary keys, e.g. `claude-3-5-haiku-20241022`,
`gpt-4o-mini`) before writing `_profiles.py`, so that regenerating
profiles only shows actual data changes in diffs — not random reordering
from the models.dev API response order
- Regenerate all 10 partner profile files with the new sorted ordering
This commit is contained in:
Mason Daugherty
2026-02-19 23:11:22 -05:00
committed by GitHub
parent 8aa7a3f07a
commit 70192690b1
12 changed files with 3243 additions and 3156 deletions
Download Patch File Download Diff File Expand all files Collapse all files

2
libs/model-profiles/langchain_model_profiles/cli.py
View File

@@ -310,7 +310,7 @@ def refresh(provider: str, data_dir: Path) -> None: # noqa: C901, PLR0915
print(f"Writing to {output_file}...")
module_content = [f'"""{MODULE_ADMONITION}"""\n\n', "from typing import Any\n\n"]
module_content.append("_PROFILES: dict[str, dict[str, Any]] = ")
json_str = json.dumps(profiles, indent=4)
json_str = json.dumps(dict(sorted(profiles.items())), indent=4)
json_str = (
json_str.replace("true", "True")
.replace("false", "False")

56
libs/model-profiles/tests/unit_tests/test_cli.py
View File

@@ -216,6 +216,62 @@ max_input_tokens = 123
)
def test_refresh_generates_sorted_profiles(
tmp_path: Path, mock_models_dev_response: dict
) -> None:
"""Test that profiles are sorted alphabetically by model ID."""
data_dir = tmp_path / "data"
data_dir.mkdir()
# Inject models in reverse-alphabetical order so the API response
# is NOT already sorted.
mock_models_dev_response["anthropic"]["models"] = {
"z-model": {
"id": "z-model",
"name": "Z Model",
"tool_call": True,
"limit": {"context": 100000, "output": 2048},
"modalities": {"input": ["text"], "output": ["text"]},
},
"a-model": {
"id": "a-model",
"name": "A Model",
"tool_call": True,
"limit": {"context": 100000, "output": 2048},
"modalities": {"input": ["text"], "output": ["text"]},
},
"m-model": {
"id": "m-model",
"name": "M Model",
"tool_call": True,
"limit": {"context": 100000, "output": 2048},
"modalities": {"input": ["text"], "output": ["text"]},
},
}
mock_response = Mock()
mock_response.json.return_value = mock_models_dev_response
mock_response.raise_for_status = Mock()
with (
patch("langchain_model_profiles.cli.httpx.get", return_value=mock_response),
patch("builtins.input", return_value="y"),
):
refresh("anthropic", data_dir)
profiles_file = data_dir / "_profiles.py"
spec = importlib.util.spec_from_file_location(
"generated_profiles_sorted", profiles_file
)
assert spec
assert spec.loader
module = importlib.util.module_from_spec(spec)
spec.loader.exec_module(module) # type: ignore[union-attr]
model_ids = list(module._PROFILES.keys()) # type: ignore[attr-defined]
assert model_ids == sorted(model_ids), f"Profile keys are not sorted: {model_ids}"
def test_model_data_to_profile_text_modalities() -> None:
"""Test that text input/output modalities are correctly mapped."""
# Model with text in both input and output

406
libs/partners/anthropic/langchain_anthropic/data/_profiles.py
View File

@@ -16,9 +16,9 @@ https://docs.langchain.com/oss/python/langchain/models#updating-or-overwriting-p
from typing import Any
_PROFILES: dict[str, dict[str, Any]] = {
"claude-opus-4-5-20251101": {
"claude-3-5-haiku-20241022": {
"max_input_tokens": 200000,
"max_output_tokens": 64000,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
@@ -28,7 +28,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"reasoning_output": False,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
@@ -54,196 +54,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_tool_message": True,
"structured_output": False,
},
"claude-opus-4-1": {
"max_input_tokens": 200000,
"max_output_tokens": 32000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"structured_output": True,
},
"claude-3-5-sonnet-20241022": {
"max_input_tokens": 200000,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"structured_output": False,
},
"claude-3-sonnet-20240229": {
"max_input_tokens": 200000,
"max_output_tokens": 4096,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"structured_output": False,
},
"claude-opus-4-6": {
"max_input_tokens": 200000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"structured_output": False,
},
"claude-sonnet-4-6": {
"max_input_tokens": 200000,
"max_output_tokens": 64000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"structured_output": False,
},
"claude-sonnet-4-0": {
"max_input_tokens": 200000,
"max_output_tokens": 64000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"structured_output": False,
},
"claude-opus-4-20250514": {
"max_input_tokens": 200000,
"max_output_tokens": 32000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"structured_output": False,
},
"claude-sonnet-4-5-20250929": {
"max_input_tokens": 200000,
"max_output_tokens": 64000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"structured_output": False,
},
"claude-opus-4-0": {
"max_input_tokens": 200000,
"max_output_tokens": 32000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"structured_output": False,
},
"claude-3-5-haiku-20241022": {
"max_input_tokens": 200000,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"structured_output": False,
},
"claude-3-5-sonnet-20240620": {
"max_input_tokens": 200000,
"max_output_tokens": 8192,
@@ -263,7 +73,26 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_tool_message": True,
"structured_output": False,
},
"claude-3-7-sonnet-latest": {
"claude-3-5-sonnet-20241022": {
"max_input_tokens": 200000,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"structured_output": False,
},
"claude-3-7-sonnet-20250219": {
"max_input_tokens": 200000,
"max_output_tokens": 64000,
"text_inputs": True,
@@ -282,7 +111,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_tool_message": True,
"structured_output": False,
},
"claude-3-7-sonnet-20250219": {
"claude-3-7-sonnet-latest": {
"max_input_tokens": 200000,
"max_output_tokens": 64000,
"text_inputs": True,
@@ -320,6 +149,63 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_tool_message": True,
"structured_output": False,
},
"claude-3-opus-20240229": {
"max_input_tokens": 200000,
"max_output_tokens": 4096,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"structured_output": False,
},
"claude-3-sonnet-20240229": {
"max_input_tokens": 200000,
"max_output_tokens": 4096,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"structured_output": False,
},
"claude-haiku-4-5": {
"max_input_tokens": 200000,
"max_output_tokens": 64000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"structured_output": False,
},
"claude-haiku-4-5-20251001": {
"max_input_tokens": 200000,
"max_output_tokens": 64000,
@@ -339,9 +225,66 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_tool_message": True,
"structured_output": False,
},
"claude-haiku-4-5": {
"claude-opus-4-0": {
"max_input_tokens": 200000,
"max_output_tokens": 64000,
"max_output_tokens": 32000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"structured_output": False,
},
"claude-opus-4-1": {
"max_input_tokens": 200000,
"max_output_tokens": 32000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"structured_output": True,
},
"claude-opus-4-1-20250805": {
"max_input_tokens": 200000,
"max_output_tokens": 32000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"structured_output": False,
},
"claude-opus-4-20250514": {
"max_input_tokens": 200000,
"max_output_tokens": 32000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
@@ -377,9 +320,9 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_tool_message": True,
"structured_output": False,
},
"claude-3-opus-20240229": {
"claude-opus-4-5-20251101": {
"max_input_tokens": 200000,
"max_output_tokens": 4096,
"max_output_tokens": 64000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
@@ -389,7 +332,64 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"reasoning_output": True,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"structured_output": False,
},
"claude-opus-4-6": {
"max_input_tokens": 200000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"structured_output": False,
},
"claude-sonnet-4-0": {
"max_input_tokens": 200000,
"max_output_tokens": 64000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"structured_output": False,
},
"claude-sonnet-4-20250514": {
"max_input_tokens": 200000,
"max_output_tokens": 64000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"image_url_inputs": True,
"pdf_tool_message": True,
@@ -415,7 +415,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_tool_message": True,
"structured_output": True,
},
"claude-sonnet-4-20250514": {
"claude-sonnet-4-5-20250929": {
"max_input_tokens": 200000,
"max_output_tokens": 64000,
"text_inputs": True,
@@ -434,9 +434,9 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_tool_message": True,
"structured_output": False,
},
"claude-opus-4-1-20250805": {
"claude-sonnet-4-6": {
"max_input_tokens": 200000,
"max_output_tokens": 32000,
"max_output_tokens": 64000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,

28
libs/partners/deepseek/langchain_deepseek/data/_profiles.py
View File

@@ -16,20 +16,6 @@ https://docs.langchain.com/oss/python/langchain/models#updating-or-overwriting-p
from typing import Any
_PROFILES: dict[str, dict[str, Any]] = {
"deepseek-reasoner": {
"max_input_tokens": 128000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"deepseek-chat": {
"max_input_tokens": 128000,
"max_output_tokens": 8192,
@@ -44,4 +30,18 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": True,
},
"deepseek-reasoner": {
"max_input_tokens": 128000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
}

232
libs/partners/fireworks/langchain_fireworks/data/_profiles.py
View File

@@ -16,9 +16,9 @@ https://docs.langchain.com/oss/python/langchain/models#updating-or-overwriting-p
from typing import Any
_PROFILES: dict[str, dict[str, Any]] = {
"accounts/fireworks/models/kimi-k2-instruct": {
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"accounts/fireworks/models/deepseek-v3p1": {
"max_input_tokens": 163840,
"max_output_tokens": 163840,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
@@ -27,7 +27,49 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"reasoning_output": True,
"tool_calling": True,
},
"accounts/fireworks/models/deepseek-v3p2": {
"max_input_tokens": 160000,
"max_output_tokens": 160000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"accounts/fireworks/models/glm-4p5": {
"max_input_tokens": 131072,
"max_output_tokens": 131072,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"accounts/fireworks/models/glm-4p5-air": {
"max_input_tokens": 131072,
"max_output_tokens": 131072,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"accounts/fireworks/models/glm-4p7": {
@@ -58,76 +100,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": True,
"tool_calling": True,
},
"accounts/fireworks/models/deepseek-v3p1": {
"max_input_tokens": 163840,
"max_output_tokens": 163840,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"accounts/fireworks/models/minimax-m2p1": {
"max_input_tokens": 200000,
"max_output_tokens": 200000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"accounts/fireworks/models/glm-4p5-air": {
"max_input_tokens": 131072,
"max_output_tokens": 131072,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"accounts/fireworks/models/deepseek-v3p2": {
"max_input_tokens": 160000,
"max_output_tokens": 160000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"accounts/fireworks/models/minimax-m2p5": {
"max_input_tokens": 196608,
"max_output_tokens": 196608,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"accounts/fireworks/models/gpt-oss-120b": {
"max_input_tokens": 131072,
"max_output_tokens": 32768,
@@ -142,48 +114,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": True,
"tool_calling": True,
},
"accounts/fireworks/models/kimi-k2p5": {
"max_input_tokens": 256000,
"max_output_tokens": 256000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": True,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"accounts/fireworks/models/kimi-k2-thinking": {
"max_input_tokens": 256000,
"max_output_tokens": 256000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"accounts/fireworks/models/glm-4p5": {
"max_input_tokens": 131072,
"max_output_tokens": 131072,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"accounts/fireworks/models/gpt-oss-20b": {
"max_input_tokens": 131072,
"max_output_tokens": 32768,
@@ -198,4 +128,74 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": True,
"tool_calling": True,
},
"accounts/fireworks/models/kimi-k2-instruct": {
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"accounts/fireworks/models/kimi-k2-thinking": {
"max_input_tokens": 256000,
"max_output_tokens": 256000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"accounts/fireworks/models/kimi-k2p5": {
"max_input_tokens": 256000,
"max_output_tokens": 256000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": True,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"accounts/fireworks/models/minimax-m2p1": {
"max_input_tokens": 200000,
"max_output_tokens": 200000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"accounts/fireworks/models/minimax-m2p5": {
"max_input_tokens": 196608,
"max_output_tokens": 196608,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
}

238
libs/partners/groq/langchain_groq/data/_profiles.py
View File

@@ -16,62 +16,6 @@ https://docs.langchain.com/oss/python/langchain/models#updating-or-overwriting-p
from typing import Any
_PROFILES: dict[str, dict[str, Any]] = {
"llama3-70b-8192": {
"max_input_tokens": 8192,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"qwen-qwq-32b": {
"max_input_tokens": 131072,
"max_output_tokens": 16384,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"llama-3.1-8b-instant": {
"max_input_tokens": 131072,
"max_output_tokens": 131072,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"llama-guard-3-8b": {
"max_input_tokens": 8192,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": False,
},
"deepseek-r1-distill-llama-70b": {
"max_input_tokens": 131072,
"max_output_tokens": 8192,
@@ -86,7 +30,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": True,
"tool_calling": True,
},
"llama3-8b-8192": {
"gemma2-9b-it": {
"max_input_tokens": 8192,
"max_output_tokens": 8192,
"text_inputs": True,
@@ -100,9 +44,9 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": True,
},
"mistral-saba-24b": {
"max_input_tokens": 32768,
"max_output_tokens": 32768,
"llama-3.1-8b-instant": {
"max_input_tokens": 131072,
"max_output_tokens": 131072,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
@@ -128,7 +72,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": True,
},
"gemma2-9b-it": {
"llama-guard-3-8b": {
"max_input_tokens": 8192,
"max_output_tokens": 8192,
"text_inputs": True,
@@ -140,6 +84,92 @@ _PROFILES: dict[str, dict[str, Any]] = {
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": False,
},
"llama3-70b-8192": {
"max_input_tokens": 8192,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"llama3-8b-8192": {
"max_input_tokens": 8192,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"meta-llama/llama-4-maverick-17b-128e-instruct": {
"max_input_tokens": 131072,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"structured_output": True,
},
"meta-llama/llama-4-scout-17b-16e-instruct": {
"max_input_tokens": 131072,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"structured_output": True,
},
"meta-llama/llama-guard-4-12b": {
"max_input_tokens": 131072,
"max_output_tokens": 1024,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": False,
},
"mistral-saba-24b": {
"max_input_tokens": 32768,
"max_output_tokens": 32768,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"moonshotai/kimi-k2-instruct": {
@@ -171,64 +201,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
"tool_calling": True,
"structured_output": True,
},
"qwen/qwen3-32b": {
"max_input_tokens": 131072,
"max_output_tokens": 16384,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"meta-llama/llama-4-scout-17b-16e-instruct": {
"max_input_tokens": 131072,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"structured_output": True,
},
"meta-llama/llama-guard-4-12b": {
"max_input_tokens": 131072,
"max_output_tokens": 1024,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": False,
},
"meta-llama/llama-4-maverick-17b-128e-instruct": {
"max_input_tokens": 131072,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"structured_output": True,
},
"openai/gpt-oss-120b": {
"max_input_tokens": 131072,
"max_output_tokens": 65536,
@@ -259,4 +231,32 @@ _PROFILES: dict[str, dict[str, Any]] = {
"tool_calling": True,
"structured_output": True,
},
"qwen-qwq-32b": {
"max_input_tokens": 131072,
"max_output_tokens": 16384,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"qwen/qwen3-32b": {
"max_input_tokens": 131072,
"max_output_tokens": 16384,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
}

254
libs/partners/huggingface/langchain_huggingface/data/_profiles.py
View File

@@ -16,21 +16,7 @@ https://docs.langchain.com/oss/python/langchain/models#updating-or-overwriting-p
from typing import Any
_PROFILES: dict[str, dict[str, Any]] = {
"zai-org/GLM-4.7-Flash": {
"max_input_tokens": 200000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"zai-org/GLM-4.7": {
"MiniMaxAI/MiniMax-M2.1": {
"max_input_tokens": 204800,
"max_output_tokens": 131072,
"text_inputs": True,
@@ -44,34 +30,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": True,
"tool_calling": True,
},
"zai-org/GLM-5": {
"max_input_tokens": 202752,
"max_output_tokens": 131072,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"XiaomiMiMo/MiMo-V2-Flash": {
"max_input_tokens": 262144,
"max_output_tokens": 4096,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"MiniMaxAI/MiniMax-M2.5": {
"max_input_tokens": 204800,
"max_output_tokens": 131072,
@@ -86,8 +44,8 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": True,
"tool_calling": True,
},
"MiniMaxAI/MiniMax-M2.1": {
"max_input_tokens": 204800,
"Qwen/Qwen3-235B-A22B-Thinking-2507": {
"max_input_tokens": 262144,
"max_output_tokens": 131072,
"text_inputs": True,
"image_inputs": False,
@@ -100,6 +58,118 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": True,
"tool_calling": True,
},
"Qwen/Qwen3-Coder-480B-A35B-Instruct": {
"max_input_tokens": 262144,
"max_output_tokens": 66536,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"Qwen/Qwen3-Coder-Next": {
"max_input_tokens": 262144,
"max_output_tokens": 65536,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"Qwen/Qwen3-Embedding-4B": {
"max_input_tokens": 32000,
"max_output_tokens": 2048,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": False,
},
"Qwen/Qwen3-Embedding-8B": {
"max_input_tokens": 32000,
"max_output_tokens": 4096,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": False,
},
"Qwen/Qwen3-Next-80B-A3B-Instruct": {
"max_input_tokens": 262144,
"max_output_tokens": 66536,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"Qwen/Qwen3-Next-80B-A3B-Thinking": {
"max_input_tokens": 262144,
"max_output_tokens": 131072,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"Qwen/Qwen3.5-397B-A17B": {
"max_input_tokens": 262144,
"max_output_tokens": 32768,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"XiaomiMiMo/MiMo-V2-Flash": {
"max_input_tokens": 262144,
"max_output_tokens": 4096,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"deepseek-ai/DeepSeek-R1-0528": {
"max_input_tokens": 163840,
"max_output_tokens": 163840,
@@ -156,20 +226,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": True,
},
"moonshotai/Kimi-K2.5": {
"max_input_tokens": 262144,
"max_output_tokens": 262144,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": True,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"moonshotai/Kimi-K2-Thinking": {
"max_input_tokens": 262144,
"max_output_tokens": 262144,
@@ -184,27 +240,13 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": True,
"tool_calling": True,
},
"Qwen/Qwen3-Next-80B-A3B-Instruct": {
"moonshotai/Kimi-K2.5": {
"max_input_tokens": 262144,
"max_output_tokens": 66536,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"Qwen/Qwen3.5-397B-A17B": {
"max_input_tokens": 262144,
"max_output_tokens": 32768,
"max_output_tokens": 262144,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"video_inputs": True,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
@@ -212,8 +254,8 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": True,
"tool_calling": True,
},
"Qwen/Qwen3-235B-A22B-Thinking-2507": {
"max_input_tokens": 262144,
"zai-org/GLM-4.7": {
"max_input_tokens": 204800,
"max_output_tokens": 131072,
"text_inputs": True,
"image_inputs": False,
@@ -226,9 +268,9 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": True,
"tool_calling": True,
},
"Qwen/Qwen3-Coder-Next": {
"max_input_tokens": 262144,
"max_output_tokens": 65536,
"zai-org/GLM-4.7-Flash": {
"max_input_tokens": 200000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
@@ -237,53 +279,11 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"reasoning_output": True,
"tool_calling": True,
},
"Qwen/Qwen3-Coder-480B-A35B-Instruct": {
"max_input_tokens": 262144,
"max_output_tokens": 66536,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"Qwen/Qwen3-Embedding-4B": {
"max_input_tokens": 32000,
"max_output_tokens": 2048,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": False,
},
"Qwen/Qwen3-Embedding-8B": {
"max_input_tokens": 32000,
"max_output_tokens": 4096,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": False,
},
"Qwen/Qwen3-Next-80B-A3B-Thinking": {
"max_input_tokens": 262144,
"zai-org/GLM-5": {
"max_input_tokens": 202752,
"max_output_tokens": 131072,
"text_inputs": True,
"image_inputs": False,
@@ -293,7 +293,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"reasoning_output": True,
"tool_calling": True,
},
}

316
libs/partners/mistralai/langchain_mistralai/data/_profiles.py
View File

@@ -16,6 +16,34 @@ https://docs.langchain.com/oss/python/langchain/models#updating-or-overwriting-p
from typing import Any
_PROFILES: dict[str, dict[str, Any]] = {
"codestral-latest": {
"max_input_tokens": 256000,
"max_output_tokens": 4096,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"devstral-2512": {
"max_input_tokens": 262144,
"max_output_tokens": 262144,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"devstral-medium-2507": {
"max_input_tokens": 128000,
"max_output_tokens": 128000,
@@ -30,6 +58,48 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": True,
},
"devstral-medium-latest": {
"max_input_tokens": 262144,
"max_output_tokens": 262144,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"devstral-small-2505": {
"max_input_tokens": 128000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"devstral-small-2507": {
"max_input_tokens": 128000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"labs-devstral-small-2512": {
"max_input_tokens": 256000,
"max_output_tokens": 256000,
@@ -44,66 +114,10 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": True,
},
"devstral-medium-latest": {
"max_input_tokens": 262144,
"max_output_tokens": 262144,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"open-mistral-7b": {
"max_input_tokens": 8000,
"max_output_tokens": 8000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"mistral-small-2506": {
"magistral-medium-latest": {
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"mistral-medium-2505": {
"max_input_tokens": 131072,
"max_output_tokens": 131072,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"codestral-latest": {
"max_input_tokens": 256000,
"max_output_tokens": 4096,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
@@ -111,21 +125,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"ministral-8b-latest": {
"max_input_tokens": 128000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"reasoning_output": True,
"tool_calling": True,
},
"magistral-small": {
@@ -142,11 +142,11 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": True,
"tool_calling": True,
},
"mistral-large-2512": {
"max_input_tokens": 262144,
"max_output_tokens": 262144,
"ministral-3b-latest": {
"max_input_tokens": 128000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
@@ -156,7 +156,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": True,
},
"ministral-3b-latest": {
"ministral-8b-latest": {
"max_input_tokens": 128000,
"max_output_tokens": 128000,
"text_inputs": True,
@@ -184,9 +184,9 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": False,
},
"devstral-small-2505": {
"max_input_tokens": 128000,
"max_output_tokens": 128000,
"mistral-large-2411": {
"max_input_tokens": 131072,
"max_output_tokens": 16384,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
@@ -198,67 +198,11 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": True,
},
"pixtral-12b": {
"max_input_tokens": 128000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"open-mixtral-8x7b": {
"max_input_tokens": 32000,
"max_output_tokens": 32000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"pixtral-large-latest": {
"max_input_tokens": 128000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"mistral-nemo": {
"max_input_tokens": 128000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"devstral-2512": {
"mistral-large-2512": {
"max_input_tokens": 262144,
"max_output_tokens": 262144,
"text_inputs": True,
"image_inputs": False,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
@@ -282,6 +226,20 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": True,
},
"mistral-medium-2505": {
"max_input_tokens": 131072,
"max_output_tokens": 131072,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"mistral-medium-2508": {
"max_input_tokens": 262144,
"max_output_tokens": 262144,
@@ -296,10 +254,24 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": True,
},
"mistral-large-2411": {
"max_input_tokens": 131072,
"mistral-medium-latest": {
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"mistral-nemo": {
"max_input_tokens": 128000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
@@ -310,6 +282,20 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": True,
},
"mistral-small-2506": {
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"mistral-small-latest": {
"max_input_tokens": 128000,
"max_output_tokens": 16384,
@@ -324,6 +310,20 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": True,
},
"open-mistral-7b": {
"max_input_tokens": 8000,
"max_output_tokens": 8000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"open-mixtral-8x22b": {
"max_input_tokens": 64000,
"max_output_tokens": 64000,
@@ -338,9 +338,23 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": True,
},
"mistral-medium-latest": {
"open-mixtral-8x7b": {
"max_input_tokens": 32000,
"max_output_tokens": 32000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"pixtral-12b": {
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
@@ -352,11 +366,11 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": True,
},
"devstral-small-2507": {
"pixtral-large-latest": {
"max_input_tokens": 128000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": False,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
@@ -366,18 +380,4 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": True,
},
"magistral-medium-latest": {
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
}

806
libs/partners/openai/langchain_openai/data/_profiles.py
View File

@@ -16,6 +16,205 @@ https://docs.langchain.com/oss/python/langchain/models#updating-or-overwriting-p
from typing import Any
_PROFILES: dict[str, dict[str, Any]] = {
"codex-mini-latest": {
"max_input_tokens": 200000,
"max_output_tokens": 100000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-3.5-turbo": {
"max_input_tokens": 16385,
"max_output_tokens": 4096,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": False,
"structured_output": False,
"image_url_inputs": False,
"pdf_inputs": False,
"pdf_tool_message": False,
"image_tool_message": False,
"tool_choice": True,
},
"gpt-4": {
"max_input_tokens": 8192,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"structured_output": False,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-4-turbo": {
"max_input_tokens": 128000,
"max_output_tokens": 4096,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"structured_output": False,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-4.1": {
"max_input_tokens": 1047576,
"max_output_tokens": 32768,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-4.1-mini": {
"max_input_tokens": 1047576,
"max_output_tokens": 32768,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-4.1-nano": {
"max_input_tokens": 1047576,
"max_output_tokens": 32768,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-4o": {
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-4o-2024-05-13": {
"max_input_tokens": 128000,
"max_output_tokens": 4096,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-4o-2024-08-06": {
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-4o-2024-11-20": {
"max_input_tokens": 128000,
"max_output_tokens": 16384,
@@ -36,13 +235,32 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_tool_message": True,
"tool_choice": True,
},
"gpt-5.3-codex": {
"max_input_tokens": 400000,
"gpt-4o-mini": {
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-5": {
"max_input_tokens": 272000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
@@ -52,6 +270,27 @@ _PROFILES: dict[str, dict[str, Any]] = {
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-5-chat-latest": {
"max_input_tokens": 272000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": False,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
@@ -76,6 +315,46 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_tool_message": True,
"tool_choice": True,
},
"gpt-5-mini": {
"max_input_tokens": 272000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-5-nano": {
"max_input_tokens": 272000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-5-pro": {
"max_input_tokens": 272000,
"max_output_tokens": 272000,
@@ -96,46 +375,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_tool_message": True,
"tool_choice": True,
},
"gpt-4o-mini": {
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"text-embedding-ada-002": {
"max_input_tokens": 8192,
"max_output_tokens": 1536,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": False,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-5-chat-latest": {
"gpt-5.1": {
"max_input_tokens": 272000,
"max_output_tokens": 128000,
"text_inputs": True,
@@ -147,7 +387,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": False,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
@@ -155,11 +395,11 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_tool_message": True,
"tool_choice": True,
},
"codex-mini-latest": {
"max_input_tokens": 200000,
"max_output_tokens": 100000,
"gpt-5.1-chat-latest": {
"max_input_tokens": 272000,
"max_output_tokens": 16384,
"text_inputs": True,
"image_inputs": False,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
@@ -168,6 +408,27 @@ _PROFILES: dict[str, dict[str, Any]] = {
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-5.1-codex": {
"max_input_tokens": 272000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
@@ -194,9 +455,9 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_tool_message": True,
"tool_choice": True,
},
"gpt-4o-2024-05-13": {
"max_input_tokens": 128000,
"max_output_tokens": 4096,
"gpt-5.1-codex-mini": {
"max_input_tokens": 272000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
@@ -205,7 +466,27 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"reasoning_output": True,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-5.2": {
"max_input_tokens": 272000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
@@ -254,46 +535,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_tool_message": True,
"tool_choice": True,
},
"o3-deep-research": {
"max_input_tokens": 200000,
"max_output_tokens": 100000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"o1": {
"max_input_tokens": 200000,
"max_output_tokens": 100000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-5.1": {
"gpt-5.2-pro": {
"max_input_tokens": 272000,
"max_output_tokens": 128000,
"text_inputs": True,
@@ -306,19 +548,20 @@ _PROFILES: dict[str, dict[str, Any]] = {
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"structured_output": True,
"structured_output": False,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"o4-mini-deep-research": {
"max_input_tokens": 200000,
"max_output_tokens": 100000,
"gpt-5.3-codex": {
"max_input_tokens": 400000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"pdf_inputs": True,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
@@ -326,8 +569,8 @@ _PROFILES: dict[str, dict[str, Any]] = {
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
@@ -352,7 +595,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_tool_message": True,
"tool_choice": True,
},
"o3": {
"o1": {
"max_input_tokens": 200000,
"max_output_tokens": 100000,
"text_inputs": True,
@@ -372,189 +615,11 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_tool_message": True,
"tool_choice": True,
},
"text-embedding-3-small": {
"max_input_tokens": 8191,
"max_output_tokens": 1536,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": False,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-4.1-nano": {
"max_input_tokens": 1047576,
"max_output_tokens": 32768,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"text-embedding-3-large": {
"max_input_tokens": 8191,
"max_output_tokens": 3072,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": False,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-3.5-turbo": {
"max_input_tokens": 16385,
"max_output_tokens": 4096,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": False,
"structured_output": False,
"image_url_inputs": False,
"pdf_inputs": False,
"pdf_tool_message": False,
"image_tool_message": False,
"tool_choice": True,
},
"gpt-5.1-codex-mini": {
"max_input_tokens": 272000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-5.2": {
"max_input_tokens": 272000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-4.1": {
"max_input_tokens": 1047576,
"max_output_tokens": 32768,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"o3-pro": {
"max_input_tokens": 200000,
"max_output_tokens": 100000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-4-turbo": {
"o1-mini": {
"max_input_tokens": 128000,
"max_output_tokens": 4096,
"max_output_tokens": 65536,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"structured_output": False,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-5": {
"max_input_tokens": 272000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
@@ -562,47 +627,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"o4-mini": {
"max_input_tokens": 200000,
"max_output_tokens": 100000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-4.1-mini": {
"max_input_tokens": 1047576,
"max_output_tokens": 32768,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"tool_calling": False,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
@@ -649,9 +674,9 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_tool_message": True,
"tool_choice": True,
},
"gpt-5.1-codex": {
"max_input_tokens": 272000,
"max_output_tokens": 128000,
"o3": {
"max_input_tokens": 200000,
"max_output_tokens": 100000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
@@ -669,9 +694,9 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_tool_message": True,
"tool_choice": True,
},
"gpt-5.2-pro": {
"max_input_tokens": 272000,
"max_output_tokens": 128000,
"o3-deep-research": {
"max_input_tokens": 200000,
"max_output_tokens": 100000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
@@ -682,7 +707,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"structured_output": False,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
@@ -709,29 +733,9 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_tool_message": True,
"tool_choice": True,
},
"gpt-4o-2024-08-06": {
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-5-mini": {
"max_input_tokens": 272000,
"max_output_tokens": 128000,
"o3-pro": {
"max_input_tokens": 200000,
"max_output_tokens": 100000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
@@ -749,9 +753,9 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_tool_message": True,
"tool_choice": True,
},
"gpt-5.1-chat-latest": {
"max_input_tokens": 272000,
"max_output_tokens": 16384,
"o4-mini": {
"max_input_tokens": 200000,
"max_output_tokens": 100000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
@@ -769,9 +773,28 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_tool_message": True,
"tool_choice": True,
},
"gpt-4": {
"max_input_tokens": 8192,
"max_output_tokens": 8192,
"o4-mini-deep-research": {
"max_input_tokens": 200000,
"max_output_tokens": 100000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"text-embedding-3-large": {
"max_input_tokens": 8191,
"max_output_tokens": 3072,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
@@ -781,59 +804,18 @@ _PROFILES: dict[str, dict[str, Any]] = {
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"structured_output": False,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-5-nano": {
"max_input_tokens": 272000,
"max_output_tokens": 128000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"o1-mini": {
"max_input_tokens": 128000,
"max_output_tokens": 65536,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": False,
"structured_output": True,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"gpt-4o": {
"max_input_tokens": 128000,
"max_output_tokens": 16384,
"text-embedding-3-small": {
"max_input_tokens": 8191,
"max_output_tokens": 1536,
"text_inputs": True,
"image_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
@@ -841,8 +823,26 @@ _PROFILES: dict[str, dict[str, Any]] = {
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
"structured_output": True,
"tool_calling": False,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,
"image_tool_message": True,
"tool_choice": True,
},
"text-embedding-ada-002": {
"max_input_tokens": 8192,
"max_output_tokens": 1536,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": False,
"image_url_inputs": True,
"pdf_inputs": True,
"pdf_tool_message": True,

3717
libs/partners/openrouter/langchain_openrouter/data/_profiles.py
View File

File diff suppressed because it is too large Load Diff

28
libs/partners/perplexity/langchain_perplexity/data/_profiles.py
View File

@@ -16,20 +16,6 @@ https://docs.langchain.com/oss/python/langchain/models#updating-or-overwriting-p
from typing import Any
_PROFILES: dict[str, dict[str, Any]] = {
"sonar-reasoning-pro": {
"max_input_tokens": 128000,
"max_output_tokens": 4096,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": False,
},
"sonar": {
"max_input_tokens": 128000,
"max_output_tokens": 4096,
@@ -72,4 +58,18 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": False,
},
"sonar-reasoning-pro": {
"max_input_tokens": 128000,
"max_output_tokens": 4096,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": False,
},
}

316
libs/partners/xai/langchain_xai/data/_profiles.py
View File

@@ -16,20 +16,6 @@ https://docs.langchain.com/oss/python/langchain/models#updating-or-overwriting-p
from typing import Any
_PROFILES: dict[str, dict[str, Any]] = {
"grok-2-1212": {
"max_input_tokens": 131072,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"grok-2": {
"max_input_tokens": 131072,
"max_output_tokens": 8192,
@@ -44,7 +30,21 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": True,
},
"grok-3-fast-latest": {
"grok-2-1212": {
"max_input_tokens": 131072,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"grok-2-latest": {
"max_input_tokens": 131072,
"max_output_tokens": 8192,
"text_inputs": True,
@@ -72,34 +72,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": True,
},
"grok-3": {
"max_input_tokens": 131072,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"grok-code-fast-1": {
"max_input_tokens": 256000,
"max_output_tokens": 10000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"grok-2-vision-1212": {
"max_input_tokens": 8192,
"max_output_tokens": 4096,
@@ -114,104 +86,6 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": True,
},
"grok-4-1-fast-non-reasoning": {
"max_input_tokens": 2000000,
"max_output_tokens": 30000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"grok-beta": {
"max_input_tokens": 131072,
"max_output_tokens": 4096,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"grok-3-mini-fast": {
"max_input_tokens": 131072,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"grok-4-fast": {
"max_input_tokens": 2000000,
"max_output_tokens": 30000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"grok-4": {
"max_input_tokens": 256000,
"max_output_tokens": 64000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"grok-3-latest": {
"max_input_tokens": 131072,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"grok-4-1-fast": {
"max_input_tokens": 2000000,
"max_output_tokens": 30000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"grok-2-vision-latest": {
"max_input_tokens": 8192,
"max_output_tokens": 4096,
@@ -226,7 +100,63 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": True,
},
"grok-3-mini-latest": {
"grok-3": {
"max_input_tokens": 131072,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"grok-3-fast": {
"max_input_tokens": 131072,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"grok-3-fast-latest": {
"max_input_tokens": 131072,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"grok-3-latest": {
"max_input_tokens": 131072,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"grok-3-mini": {
"max_input_tokens": 131072,
"max_output_tokens": 8192,
"text_inputs": True,
@@ -240,7 +170,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": True,
"tool_calling": True,
},
"grok-3-mini": {
"grok-3-mini-fast": {
"max_input_tokens": 131072,
"max_output_tokens": 8192,
"text_inputs": True,
@@ -268,7 +198,7 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": True,
"tool_calling": True,
},
"grok-2-latest": {
"grok-3-mini-latest": {
"max_input_tokens": 131072,
"max_output_tokens": 8192,
"text_inputs": True,
@@ -279,9 +209,65 @@ _PROFILES: dict[str, dict[str, Any]] = {
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"grok-4": {
"max_input_tokens": 256000,
"max_output_tokens": 64000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"grok-4-1-fast": {
"max_input_tokens": 2000000,
"max_output_tokens": 30000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"grok-4-1-fast-non-reasoning": {
"max_input_tokens": 2000000,
"max_output_tokens": 30000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"grok-4-fast": {
"max_input_tokens": 2000000,
"max_output_tokens": 30000,
"text_inputs": True,
"image_inputs": True,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"grok-4-fast-non-reasoning": {
"max_input_tokens": 2000000,
"max_output_tokens": 30000,
@@ -296,6 +282,34 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": True,
},
"grok-beta": {
"max_input_tokens": 131072,
"max_output_tokens": 4096,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
"grok-code-fast-1": {
"max_input_tokens": 256000,
"max_output_tokens": 10000,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": True,
"tool_calling": True,
},
"grok-vision-beta": {
"max_input_tokens": 8192,
"max_output_tokens": 4096,
@@ -310,18 +324,4 @@ _PROFILES: dict[str, dict[str, Any]] = {
"reasoning_output": False,
"tool_calling": True,
},
"grok-3-fast": {
"max_input_tokens": 131072,
"max_output_tokens": 8192,
"text_inputs": True,
"image_inputs": False,
"audio_inputs": False,
"video_inputs": False,
"text_outputs": True,
"image_outputs": False,
"audio_outputs": False,
"video_outputs": False,
"reasoning_output": False,
"tool_calling": True,
},
}