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Video api #377
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9e17597
Video API support
rishabh-bhargava 474d848
Small change
rishabh-bhargava 6b2e177
Update Video API PR with requested changes (#378)
blainekasten 0e7ba25
fix formatting
blainekasten b037ca2
change to the openai compatible api
blainekasten 40bfbcf
Update create api to have optional prompt and use string for seconds
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| Original file line number | Diff line number | Diff line change |
|---|---|---|
| @@ -0,0 +1,303 @@ | ||
| from __future__ import annotations | ||
|
|
||
| from typing import Any, Dict, List | ||
| import sys | ||
|
|
||
| from together.abstract import api_requestor | ||
| from together.together_response import TogetherResponse | ||
| from together.types import ( | ||
| TogetherClient, | ||
| TogetherRequest, | ||
| ) | ||
| from together.types.videos import ( | ||
| CreateVideoResponse, | ||
| CreateVideoBody, | ||
| VideoJob, | ||
| ) | ||
|
|
||
| if sys.version_info >= (3, 8): | ||
| from typing import Literal | ||
| else: | ||
| from typing_extensions import Literal | ||
|
|
||
|
|
||
| class Videos: | ||
| def __init__(self, client: TogetherClient) -> None: | ||
| self._client = client | ||
|
|
||
| def create( | ||
| self, | ||
| *, | ||
| model: str, | ||
| prompt: str | None = None, | ||
| height: int | None = None, | ||
| width: int | None = None, | ||
| seconds: str | None = None, | ||
| fps: int | None = None, | ||
| steps: int | None = None, | ||
| seed: int | None = None, | ||
| guidance_scale: float | None = None, | ||
| output_format: Literal["MP4", "WEBM"] | None = None, | ||
| output_quality: int | None = None, | ||
| negative_prompt: str | None = None, | ||
| frame_images: List[Dict[str, Any]] | None = None, | ||
| reference_images: List[str] | None = None, | ||
| **kwargs: Any, | ||
| ) -> CreateVideoResponse: | ||
| """ | ||
| Method to generate videos based on a given prompt using a specified model. | ||
|
|
||
| Args: | ||
| model (str): The model to use for video generation. | ||
|
|
||
| prompt (str): A description of the desired video. Positive prompt for the generation. | ||
|
|
||
| height (int, optional): Height of the video to generate in pixels. | ||
|
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||
| width (int, optional): Width of the video to generate in pixels. | ||
|
|
||
| seconds (str, optional): Length of generated video in seconds. Min 1 max 10. | ||
|
|
||
| fps (int, optional): Frames per second, min 15 max 60. Defaults to 24. | ||
|
|
||
| steps (int, optional): The number of denoising steps the model performs during video | ||
| generation. More steps typically result in higher quality output but require longer | ||
| processing time. Min 10 max 50. Defaults to 20. | ||
|
|
||
| seed (int, optional): Seed to use in initializing the video generation. Using the same | ||
| seed allows deterministic video generation. If not provided, a random seed is | ||
| generated for each request. Note: When requesting multiple videos with the same | ||
| seed, the seed will be incremented by 1 (+1) for each video generated. | ||
|
|
||
| guidance_scale (float, optional): Controls how closely the video generation follows your | ||
| prompt. Higher values make the model adhere more strictly to your text description, | ||
| while lower values allow more creative freedom. Recommended range is 6.0-10.0 for | ||
| most video models. Values above 12 may cause over-guidance artifacts or unnatural | ||
| motion patterns. Defaults to 8. | ||
|
|
||
| output_format (str, optional): Specifies the format of the output video. Either "MP4" | ||
| or "WEBM". Defaults to "MP4". | ||
|
|
||
| output_quality (int, optional): Compression quality. Defaults to 20. | ||
|
|
||
| negative_prompt (str, optional): Similar to prompt, but specifies what to avoid instead | ||
| of what to include. Defaults to None. | ||
|
|
||
| frame_images (List[Dict[str, Any]], optional): Array of images to guide video generation, | ||
| like keyframes. If size 1, starting frame; if size 2, starting and ending frame; | ||
| if more than 2 then frame must be specified. Defaults to None. | ||
|
|
||
| reference_images (List[str], optional): An array containing reference images | ||
| used to condition the generation process. These images provide visual guidance to | ||
| help the model generate content that aligns with the style, composition, or | ||
| characteristics of the reference materials. Defaults to None. | ||
|
|
||
| Returns: | ||
| CreateVideoResponse: Object containing video generation job id | ||
| """ | ||
|
|
||
| requestor = api_requestor.APIRequestor( | ||
| client=self._client, | ||
| ) | ||
|
|
||
| parameter_payload = CreateVideoBody( | ||
| prompt=prompt, | ||
| model=model, | ||
| height=height, | ||
| width=width, | ||
| seconds=seconds, | ||
| fps=fps, | ||
| steps=steps, | ||
| seed=seed, | ||
| guidance_scale=guidance_scale, | ||
| output_format=output_format, | ||
| output_quality=output_quality, | ||
| negative_prompt=negative_prompt, | ||
| frame_images=frame_images, | ||
| reference_images=reference_images, | ||
| **kwargs, | ||
| ).model_dump(exclude_none=True) | ||
|
|
||
| response, _, _ = requestor.request( | ||
| options=TogetherRequest( | ||
| method="POST", | ||
| url="../v2/videos", | ||
| params=parameter_payload, | ||
| ), | ||
| stream=False, | ||
| ) | ||
|
|
||
| assert isinstance(response, TogetherResponse) | ||
|
|
||
| return CreateVideoResponse(**response.data) | ||
|
|
||
| def retrieve( | ||
| self, | ||
| id: str, | ||
| ) -> VideoJob: | ||
| """ | ||
| Method to retrieve a video creation job. | ||
|
|
||
| Args: | ||
| id (str): The ID of the video creation job to retrieve. | ||
|
|
||
| Returns: | ||
| VideoJob: Object containing the current status and details of the video creation job | ||
| """ | ||
|
|
||
| requestor = api_requestor.APIRequestor( | ||
| client=self._client, | ||
| ) | ||
|
|
||
| response, _, _ = requestor.request( | ||
| options=TogetherRequest( | ||
| method="GET", | ||
| url=f"../v2/videos/{id}", | ||
| ), | ||
| stream=False, | ||
| ) | ||
|
|
||
| assert isinstance(response, TogetherResponse) | ||
|
|
||
| return VideoJob(**response.data) | ||
|
|
||
|
|
||
| class AsyncVideos: | ||
| def __init__(self, client: TogetherClient) -> None: | ||
| self._client = client | ||
|
|
||
| async def create( | ||
| self, | ||
| *, | ||
| prompt: str, | ||
| model: str, | ||
| height: int | None = None, | ||
| width: int | None = None, | ||
| seconds: float | None = None, | ||
| fps: int | None = None, | ||
| steps: int | None = None, | ||
| seed: int | None = None, | ||
| guidance_scale: float | None = None, | ||
| output_format: Literal["MP4", "WEBM"] | None = None, | ||
| output_quality: int | None = None, | ||
| negative_prompt: str | None = None, | ||
| frame_images: List[Dict[str, Any]] | None = None, | ||
| reference_images: List[str] | None = None, | ||
| **kwargs: Any, | ||
| ) -> CreateVideoResponse: | ||
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|
||
| """ | ||
| Async method to create videos based on a given prompt using a specified model. | ||
|
|
||
| Args: | ||
| prompt (str): A description of the desired video. Positive prompt for the generation. | ||
|
|
||
| model (str): The model to use for video generation. | ||
|
|
||
| height (int, optional): Height of the video to generate in pixels. | ||
|
|
||
| width (int, optional): Width of the video to generate in pixels. | ||
|
|
||
| seconds (float, optional): Length of generated video in seconds. Min 1 max 10. | ||
|
|
||
| fps (int, optional): Frames per second, min 15 max 60. Defaults to 24. | ||
|
|
||
| steps (int, optional): The number of denoising steps the model performs during video | ||
| generation. More steps typically result in higher quality output but require longer | ||
| processing time. Min 10 max 50. Defaults to 20. | ||
|
|
||
| seed (int, optional): Seed to use in initializing the video generation. Using the same | ||
| seed allows deterministic video generation. If not provided, a random seed is | ||
| generated for each request. Note: When requesting multiple videos with the same | ||
| seed, the seed will be incremented by 1 (+1) for each video generated. | ||
|
|
||
| guidance_scale (float, optional): Controls how closely the video generation follows your | ||
| prompt. Higher values make the model adhere more strictly to your text description, | ||
| while lower values allow more creative freedom. Recommended range is 6.0-10.0 for | ||
| most video models. Values above 12 may cause over-guidance artifacts or unnatural | ||
| motion patterns. Defaults to 8. | ||
|
|
||
| output_format (Literal["MP4", "WEBM"], optional): Specifies the format of the output video. Either "MP4" | ||
| or "WEBM". Defaults to "MP4". | ||
|
|
||
| output_quality (int, optional): Compression quality. Defaults to 20. | ||
|
|
||
| negative_prompt (str, optional): Similar to prompt, but specifies what to avoid instead | ||
| of what to include. Defaults to None. | ||
|
|
||
| frame_images (List[Dict[str, Any]], optional): Array of images to guide video generation, | ||
| like keyframes. If size 1, starting frame; if size 2, starting and ending frame; | ||
| if more than 2 then frame must be specified. Defaults to None. | ||
|
|
||
| reference_images (List[str], optional): An array containing reference images | ||
| used to condition the generation process. These images provide visual guidance to | ||
| help the model generate content that aligns with the style, composition, or | ||
| characteristics of the reference materials. Defaults to None. | ||
|
|
||
| Returns: | ||
| CreateVideoResponse: Object containing video creation job id | ||
| """ | ||
|
|
||
| requestor = api_requestor.APIRequestor( | ||
| client=self._client, | ||
| ) | ||
|
|
||
| parameter_payload = CreateVideoBody( | ||
| prompt=prompt, | ||
| model=model, | ||
| height=height, | ||
| width=width, | ||
| seconds=seconds, | ||
| fps=fps, | ||
| steps=steps, | ||
| seed=seed, | ||
| guidance_scale=guidance_scale, | ||
| output_format=output_format, | ||
| output_quality=output_quality, | ||
| negative_prompt=negative_prompt, | ||
| frame_images=frame_images, | ||
| reference_images=reference_images, | ||
| **kwargs, | ||
| ).model_dump(exclude_none=True) | ||
|
|
||
| response, _, _ = await requestor.arequest( | ||
| options=TogetherRequest( | ||
| method="POST", | ||
| url="../v2/videos", | ||
| params=parameter_payload, | ||
| ), | ||
| stream=False, | ||
| ) | ||
|
|
||
| assert isinstance(response, TogetherResponse) | ||
|
|
||
| return CreateVideoResponse(**response.data) | ||
|
|
||
| async def retrieve( | ||
| self, | ||
| id: str, | ||
| ) -> VideoJob: | ||
| """ | ||
| Async method to retrieve a video creation job. | ||
|
|
||
| Args: | ||
| id (str): The ID of the video creation job to retrieve. | ||
|
|
||
| Returns: | ||
| VideoJob: Object containing the current status and details of the video creation job | ||
| """ | ||
|
|
||
| requestor = api_requestor.APIRequestor( | ||
| client=self._client, | ||
| ) | ||
|
|
||
| response, _, _ = await requestor.arequest( | ||
| options=TogetherRequest( | ||
| method="GET", | ||
| url=f"../v2/videos/{id}", | ||
| ), | ||
| stream=False, | ||
| ) | ||
|
|
||
| assert isinstance(response, TogetherResponse) | ||
|
|
||
| return VideoJob(**response.data) | ||
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