├── .gitignore
├── .pylintrc
├── Gemfile
├── Gemfile.lock
├── LICENSE.md
├── Pipfile
├── Pipfile.lock
├── README.md
├── cat_playing_cards_dalle_test.jpg
├── demo_output
├── awesome_voice.mp3
├── caption_0.jpg
├── caption_1.jpg
├── caption_10.jpg
├── caption_2.jpg
├── caption_3.jpg
├── caption_4.jpg
├── caption_5.jpg
├── caption_6.jpg
├── caption_7.jpg
├── caption_8.jpg
├── caption_9.jpg
└── video.mp4
├── src
├── captions_generator.py
├── chat_gpt_session.py
├── dalle2_image_generator.py
├── eleven_labs_voice_generation.py
├── log.py
├── main.py
├── script_generator.py
├── script_narration.py
└── video_maker.py
└── tools
└── maker.rb
/.gitignore:
--------------------------------------------------------------------------------
1 | outputs/*
--------------------------------------------------------------------------------
/.pylintrc:
--------------------------------------------------------------------------------
1 | [MESSAGE CONTROL]
2 | disable=missing-module-docstring, missing-function-docstring, missing-class-docstring, too-few-public-methods, line-too-long
3 |
--------------------------------------------------------------------------------
/Gemfile:
--------------------------------------------------------------------------------
1 | source 'https://rubygems.org'
2 |
3 | gem 'fastimage'
--------------------------------------------------------------------------------
/Gemfile.lock:
--------------------------------------------------------------------------------
1 | GEM
2 | remote: https://rubygems.org/
3 | specs:
4 | fastimage (2.2.7)
5 |
6 | PLATFORMS
7 | arm64-darwin-22
8 |
9 | DEPENDENCIES
10 | fastimage
11 |
12 | BUNDLED WITH
13 | 2.4.21
14 |
--------------------------------------------------------------------------------
/LICENSE.md:
--------------------------------------------------------------------------------
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1 | [[source]]
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--------------------------------------------------------------------------------
/README.md:
--------------------------------------------------------------------------------
1 | # Simple Ai Video Generator (PoC)
2 |
3 | ^^ The amazing Dalle-2 API /s
4 |
5 | ## Output Example:
6 | A demo output video generated by this project can be found here:
7 | - On Vimeo: https://vimeo.com/855961539
8 | - In this repository: `demo_output/video.mp4`
9 |
10 | ## How to run:
11 | - Install ffmpeg: https://ffmpeg.org/download.html
12 | (or, you can probably install it as a package: `brew install ffmpeg`, `apt install ffmpeg`, etc.)
13 | - Install Pip Environemnt: `pipenv install && pipenv shell`
14 | - Install Gemfile: `gem install bundler && bundle install`
15 | - Set OpenAI API Key: `export OPENAI_API_KEY=`
16 | - Set Elevenlabs API Key: `export ELEVEN_API_KEY=`
17 | - In `./src/main.py` (bottom): set the channel name, the desired topic, voice name, and the destination dir.
18 | - Run `./src/main.py`
19 |
20 | ## PoC development:
21 | - [x] GPT-turbo to generate video script and captions
22 | - [x] Generate images with Dalle2 (or something much better if possible)
23 | - [x] Elevenlabs api to generate narration
24 | - [x] Get length of mp3 speech
25 | - [x] Calculate time of each slide (equal times for now)
26 | - [x] Generate output mp4 video
27 | - [ ] Background music
28 | - TBD
29 |
30 | ## Known issues:
31 | - QuickTime Player on MacOS plays the audio incorrectly after a few seconds of playback. There is no problem with the video and it's audio, it's an issue with this specific player. The video can be uploaded without issues to YouTube and played with other players.
32 |
33 | ## Contribution:
34 | Feel free to fork, suggest ideas, report issues, and give general constructive feedback.
35 |
36 | `^(;,;)^`
37 |
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/cat_playing_cards_dalle_test.jpg:
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https://raw.githubusercontent.com/eldare/Simple_Ai_Video_Generator/149cfdc9ece7dfe8b170149197837f6ce24f8bf8/cat_playing_cards_dalle_test.jpg
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/demo_output/awesome_voice.mp3:
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https://raw.githubusercontent.com/eldare/Simple_Ai_Video_Generator/149cfdc9ece7dfe8b170149197837f6ce24f8bf8/demo_output/awesome_voice.mp3
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/demo_output/caption_0.jpg:
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/demo_output/caption_1.jpg:
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/demo_output/caption_10.jpg:
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/demo_output/caption_2.jpg:
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https://raw.githubusercontent.com/eldare/Simple_Ai_Video_Generator/149cfdc9ece7dfe8b170149197837f6ce24f8bf8/demo_output/caption_2.jpg
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/demo_output/caption_3.jpg:
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/demo_output/caption_4.jpg:
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https://raw.githubusercontent.com/eldare/Simple_Ai_Video_Generator/149cfdc9ece7dfe8b170149197837f6ce24f8bf8/demo_output/caption_4.jpg
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/demo_output/caption_5.jpg:
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https://raw.githubusercontent.com/eldare/Simple_Ai_Video_Generator/149cfdc9ece7dfe8b170149197837f6ce24f8bf8/demo_output/caption_5.jpg
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/demo_output/caption_6.jpg:
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/demo_output/caption_7.jpg:
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https://raw.githubusercontent.com/eldare/Simple_Ai_Video_Generator/149cfdc9ece7dfe8b170149197837f6ce24f8bf8/demo_output/caption_7.jpg
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/demo_output/caption_8.jpg:
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/demo_output/caption_9.jpg:
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https://raw.githubusercontent.com/eldare/Simple_Ai_Video_Generator/149cfdc9ece7dfe8b170149197837f6ce24f8bf8/demo_output/caption_9.jpg
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/demo_output/video.mp4:
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https://raw.githubusercontent.com/eldare/Simple_Ai_Video_Generator/149cfdc9ece7dfe8b170149197837f6ce24f8bf8/demo_output/video.mp4
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/src/captions_generator.py:
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1 | #
2 | # captions_generator.py
3 | #
4 | # Created by Eldar Eliav on 2023/05/13.
5 | #
6 |
7 | from os import path
8 | from PIL import Image
9 | from dalle2_image_generator import Dalle2ImageGenerator
10 |
11 | # TODO - speed this up by making all requests in parallel
12 |
13 | # TODO - retry if network fails
14 |
15 | class CaptionsGenerator:
16 | # api memthods
17 | def generate_captions(
18 | self,
19 | captions_string: str,
20 | destination_dir: str,
21 | is_crop_to_ratio_16_9: bool = False
22 | ) -> list[str]:
23 | # returns a list of paths to the generated images
24 | list_of_created_image_files: list[str] = []
25 | captions_list = self._convert_string_into_list(captions_string)
26 | image_generator = Dalle2ImageGenerator()
27 | for index, caption in enumerate(captions_list):
28 | image_file_path = path.join(destination_dir, f"caption_{index}.jpg")
29 | try:
30 | image_generator.generate_image_and_download(
31 | image_file_destination_with_extension = image_file_path,
32 | prompt = caption
33 | )
34 | if is_crop_to_ratio_16_9:
35 | self._crop_image_to_ratio_16_9(image_file_path, image_file_path)
36 | list_of_created_image_files.append(image_file_path)
37 | except Exception as error:
38 | print(f"skiping {image_file_path} - {error}")
39 | return list_of_created_image_files
40 |
41 | # private methods
42 | def _convert_string_into_list(self, captions_string: str) -> list[str]:
43 | captions_list = [caption.strip() for caption in captions_string.strip().split('\n') if caption]
44 | return [caption.strip() for caption in captions_list]
45 |
46 | def _crop_image_to_ratio_16_9(self, source_image_file_path: str, destination_image_file_path: str):
47 | image = Image.open(source_image_file_path)
48 | width, height = image.size
49 |
50 | total_to_crop = height - (height * 9/16)
51 | top = int(total_to_crop * 1/4)
52 | bottom = int(height - total_to_crop * 3/4)
53 |
54 | cropped_image = image.crop((0, top, width, bottom))
55 | cropped_image.save(destination_image_file_path)
56 |
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/src/chat_gpt_session.py:
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1 | #
2 | # chat_gpt_session.py
3 | #
4 | # Created by Eldar Eliav on 2023/05/11.
5 | #
6 |
7 | import openai
8 |
9 | class ChatGPTSession:
10 | # private properties
11 | _chat_session = openai.ChatCompletion()
12 | _chat_log = []
13 |
14 | # init
15 | def __init__(self, system_message: str):
16 | self._set_system_message(system_message)
17 |
18 | # api methods
19 | def ask(self, question: str) -> str:
20 | self._chat_log.append({
21 | 'role': 'user',
22 | 'content': question
23 | })
24 | response = self._chat_session.create(
25 | model = 'gpt-3.5-turbo',
26 | messages = self._chat_log
27 | )
28 | answer = response.choices[0]['message']['content']
29 | self._chat_log.append({
30 | 'role': 'assistant',
31 | 'content': answer
32 | })
33 | return answer
34 |
35 | def get_last_answer(self) -> str:
36 | for entry in self._chat_log[::-1]:
37 | if entry['role'] == 'user':
38 | return entry['content']
39 | return None
40 |
41 | # private methods
42 | def _set_system_message(self, message: str):
43 | self._chat_log = [{
44 | 'role': 'system',
45 | 'content': message
46 | }]
47 |
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/src/dalle2_image_generator.py:
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1 | #
2 | # dalle2_image_generator.py
3 | #
4 | # Created by Eldar Eliav on 2023/05/11.
5 | #
6 |
7 | import urllib.request
8 | import openai
9 |
10 | class Dalle2ImageGenerator:
11 | class UnsupportedSizeException(Exception):
12 | pass
13 |
14 | def generate_image_and_download(
15 | self,
16 | image_file_destination_with_extension: str,
17 | prompt: str,
18 | size: int = 1024
19 | ):
20 | if size not in [256, 512, 1024]:
21 | raise Dalle2ImageGenerator.UnsupportedSizeException(size)
22 |
23 | response = openai.Image.create(
24 | prompt = prompt,
25 | n = 1,
26 | size = f"{size}x{size}"
27 | )
28 |
29 | image_url = response['data'][0]['url']
30 | urllib.request.urlretrieve(image_url, image_file_destination_with_extension)
31 |
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/src/eleven_labs_voice_generation.py:
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1 | #
2 | # eleven_labs_voice_generation.py
3 | #
4 | # Created by Eldar Eliav on 2023/05/11.
5 | #
6 |
7 | from elevenlabs import get_api_key, generate, voices, save
8 |
9 | class ElevenLabsVoiceGeneration:
10 | class MissingAPIKey(Exception):
11 | pass
12 |
13 | def __init__(self):
14 | if get_api_key() is None:
15 | raise self.MissingAPIKey()
16 | voices() # load all available voice from remote, incliding private generated onces
17 |
18 | def generate_audio(self, voice_name: str, text: str) -> bytes:
19 | return generate(
20 | text = text,
21 | voice = voice_name,
22 | model = "eleven_monolingual_v1"
23 | )
24 |
25 | def generate_audio_and_save(self, voice_name: str, text: str, mp3_file_destination_with_extension: str):
26 | audio = self.generate_audio(voice_name, text)
27 | save(audio, mp3_file_destination_with_extension)
28 |
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/src/log.py:
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1 | #
2 | # log.py
3 | #
4 | # Created by Eldar Eliav on 2023/05/11.
5 | #
6 |
7 | import datetime
8 | import inspect
9 |
10 | class log: # pylint: disable=invalid-name
11 | @staticmethod
12 | def info(text: str):
13 | log._print("INFO", text)
14 |
15 | @staticmethod
16 | def warning(text: str, exception: Exception):
17 | log._print("WARNING", f"{text} (Exception: {exception})")
18 |
19 | @staticmethod
20 | def error(text: str, exception: Exception):
21 | log._print("ERROR", f"{text} (Exception: {exception})")
22 |
23 | @staticmethod
24 | def _print(level: str, text: str):
25 | caller_frame = inspect.stack()[2]
26 | caller_class = caller_frame[0].f_locals.get('self', None).__class__.__name__
27 | caller_class_line_number = caller_frame[2]
28 | timestamp = datetime.datetime.now().strftime("%Y-%m-%d %H:%M:%S.%f")[:-3]
29 | print(f"{timestamp} {caller_class}:{caller_class_line_number} - [{level}] {text}")
30 |
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/src/main.py:
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1 | #!/usr/bin/env python3
2 |
3 | #
4 | # main.py
5 | #
6 | # Created by Eldar Eliav on 2023/05/11.
7 | #
8 |
9 | from os import path, makedirs
10 | from log import log
11 | from script_generator import ScriptGenerator
12 | from script_narration import ScriptNarration
13 | from captions_generator import CaptionsGenerator
14 | from video_maker import VideoMaker
15 |
16 | def main(channel_name: str, topic: str, voice_name: str, destination_dir: str):
17 | if not path.exists(destination_dir):
18 | makedirs(destination_dir)
19 | log.info(f"new destination directory created: {destination_dir}")
20 |
21 | log.info("STEP 1 - script")
22 | script, captions, _ = ScriptGenerator().generate(
23 | channel_name,
24 | topic,
25 | is_verbose_print = True
26 | )
27 |
28 | log.info("STEP 2 - narration")
29 | mp3_file_destination_with_extension = path.join(destination_dir, "awesome_voice.mp3")
30 | ScriptNarration().narrate(
31 | voice_name,
32 | script,
33 | mp3_file_destination_with_extension
34 | )
35 |
36 | log.info("STEP 3 - captions")
37 | generated_images_path_list = CaptionsGenerator().generate_captions(
38 | captions_string = captions,
39 | destination_dir = destination_dir,
40 | is_crop_to_ratio_16_9 = True
41 | )
42 |
43 | log.info("STEP 4 - video")
44 | VideoMaker().create_video(
45 | images_list = generated_images_path_list,
46 | mp3_audio_file_path = mp3_file_destination_with_extension,
47 | mp4_file_destination_with_extension = path.join(destination_dir, "video.mp4"),
48 | is_duplicate_images_count_to_improve_smoothness = True
49 | )
50 |
51 | if __name__ == "__main__":
52 | main(
53 | channel_name = "THE AWESOME YOUTUBE CHANNEL",
54 | topic = "Explore the idea of how awesome it could be if everyone was awesome to one another.",
55 | voice_name = "Adam",
56 | destination_dir = "./demo_output/"
57 | )
58 |
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/src/script_generator.py:
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1 | #
2 | # script_generator.py
3 | #
4 | # Created by Eldar Eliav on 2023/05/11.
5 | #
6 |
7 | from chat_gpt_session import ChatGPTSession
8 | from log import log
9 |
10 | # TODO - write the output strings to files, destination will be provided from the outside for each file
11 |
12 | class ScriptGenerator:
13 | # init
14 | def __init__(self):
15 | self._session = self._prepare_session()
16 |
17 | # api methods
18 | def generate(
19 | self,
20 | channel_name: str,
21 | topic: str,
22 | is_verbose_print: bool = False
23 | ) -> (str, str, str):
24 | script = self._make_script(topic, channel_name)
25 | captions = self._make_captions()
26 | description = self._make_description()
27 | if is_verbose_print:
28 | log.info(f"SCRIPT:\n{script}")
29 | log.info(f"CAPTIONS:\n{captions}")
30 | log.info(f"DESCRIPTION:\n{description}")
31 | return (script, captions, description)
32 |
33 | # private methods
34 | def _prepare_session(self):
35 | return ChatGPTSession(
36 | """
37 | You are a professional Youtuber. You know what people like to hear.
38 | You like writing populistic scripts for the average joe to enjoy.
39 | """
40 | )
41 |
42 | def _make_script(self, topic: str, channel_name: str) -> str:
43 | return self._session.ask(
44 | f"""
45 | Write a youtube video script according to the following specifications:
46 |
47 | - Script topic to write on: {topic}
48 | - The Script section must start with: Hey there!! And welcome back. Today! on "{channel_name}", we are going to talk about: