vikit.gateways.replicate_gateway¶
Overview¶
A class to represent the Replicate Gateway, a gateway to the Replicate API |
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Classes¶
- class vikit.gateways.replicate_gateway.ReplicateGateway¶
Bases:
vikit.gateways.ML_models_gateway.MLModelsGatewayA class to represent the Replicate Gateway, a gateway to the Replicate API
Replicate is a platform that allows to run AI models in the cloud
Overview
Methods¶ compose_music_from_text_async(prompt_text, duration)Compose a music for a prompt text
generate_background_music_async(duration, prompt, target_file_name)Here we generate the music to add as background music
generate_seine_transition_async(source_image_path, target_image_path)Generate a transition between two videos
generate_video_async(prompt, model_provider, prompt_image, aspect_ratio)Generate a video from the given prompt
get_enhanced_prompt_async(subtitleText)Generates an enhanced prompt from an original one, probably written by a user or
get_keywords_from_prompt_async(subtitleText, excluded_words)Generates keywords from a subtitle text using the Replicate API.
Generate keywords from a text using the Replicate API
get_subtitles_async(audiofile_path)Extract subtitles from an audio file using the Replicate API
interpolate_async(video)Run some interpolation magic. This model may fail after timeout, so you
Members
- async compose_music_from_text_async(prompt_text: str, duration: int)¶
Compose a music for a prompt text
- Parameters:
prompt_text -- The text prompt
duration -- The duration of the music
- Returns:
The link to the generated music
- async generate_background_music_async(duration: int = 3, prompt: str = None, target_file_name: str = None) str¶
Here we generate the music to add as background music
- Parameters:
duration -- int - the duration of the music in seconds
prompt -- str - the prompt to generate the music from
target_file_name -- str - the name of the file to save the music to
- Returns:
the path to the generated music
- Return type:
- async generate_seine_transition_async(source_image_path, target_image_path)¶
Generate a transition between two videos
- Parameters:
index -- The index of the video
initial -- Whether this is the initial video
- Returns:
The link to the generated video
- async generate_video_async(prompt, model_provider: str = 'videocrafter', prompt_image: str = '', aspect_ratio=(16, 9))¶
Generate a video from the given prompt
- Parameters:
prompt -- The prompt to generate the video from
- Returns:
the video
- async get_enhanced_prompt_async(subtitleText)¶
Generates an enhanced prompt from an original one, probably written by a user or translated from an audio
- Parameters:
subtitleText -- The original prompt
- Returns:
A white space separated string of keywords composing the enhanced prompt
- async get_keywords_from_prompt_async(subtitleText, excluded_words: str = None)¶
Generates keywords from a subtitle text using the Replicate API.
- Parameters:
text (A subtitle)
- Returns:
A white space separated string of keywords
- async get_music_generation_keywords_async(text) str¶
Generate keywords from a text using the Replicate API
At the end of the resulting prompt we get 3 words that will be used to generate a file name out of the generated keywords
- Parameters:
text -- The text to generate keywords from
- Returns:
A list of keywords
- async get_subtitles_async(audiofile_path)¶
Extract subtitles from an audio file using the Replicate API
- Parameters:
i (int) -- The index of the audio slice
- Returns:
The subtitles obtained from the Replicate API
- Return type:
subs
- async interpolate_async(video)¶
Run some interpolation magic. This model may fail after timeout, so you should call it with retry logic
- Parameters:
video -- The video to interpolate
- Returns:
a link to the interpolated video
Attributes¶
- vikit.gateways.replicate_gateway.KEYWORDS_FORMAT_PROMPT = Multiline-String¶
Show Value
"""' Just list the keywords in english language, separated by a coma, do not re-output the prompt. The answer should be a list of keywords and exactly match the following format: 'KEYWORD1, KEYWORD2, KEYWORD3, etc' where KEYWORD1 and the other ones are generated by you. The last word of your answer should be a summary of all the other keywords so I can generate a file name out of it, it should be limited to three words joined by the underscore character and you should only use characters compatible with filenames in the summary, so only standard alphanumerical characters. Don't prefix the summary with any special characters, just the words joined by underscores.'"""