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chore: Update Dockerfile and docker-compose.yml for Gradio server configuration
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LICENSE
ADDED
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README.md
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# PDF to Podcast Converter
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## Overview
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This project provides a tool to convert any PDF document into a podcast episode! Using OpenAI's text-to-speech models and Google Gemini, this tool processes the content of a PDF, generates a natural dialogue suitable for an audio podcast, and outputs it as an MP3 file.
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## Features
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- **Convert PDF to Podcast:** Upload a PDF and convert its content into a podcast dialogue.
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- **Engaging Dialogue:** The generated dialogue is designed to be informative and entertaining.
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- **Multiple Voice Options:** Choose from different voices to narrate the podcast.
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- **User-friendly Interface:** Simple interface using Gradio for easy interaction.
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## Installation
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To set up the project, follow these steps:
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1. **Clone the repository:**
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```bash
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git clone https://github.com/knowsuchagency/pdf-to-podcast.git
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cd pdf-to-podcast
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```
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2. **Create a virtual environment and activate it:**
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```bash
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python -m venv venv
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source venv/bin/activate
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```
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3. **Install the required packages:**
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```bash
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pip install -r requirements.txt
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```
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## Usage
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1. **Set up API Key(s):**
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Ensure you have an Google Gemini API key. You can get yours at https://aistudio.google.com/app/apikey.
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Use it as the value to `GEMINI_API_KEY`.
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You'll also need an api key for OpenAI which you can either pass through the interface or set as the `OPENAI_API_KEY` environment variable.
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Gemini flash is used as the LLM and OpenAI is used for text-to-speech.
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2. **Run the application:**
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```bash
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python main.py
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```
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This will launch a Gradio interface in your web browser.
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3. **Upload a PDF:**
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Upload the PDF document you want to convert into a podcast.
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4. **Enter OpenAI API Key:**
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Provide your OpenAI API key in the designated textbox.
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5. **Generate Audio:**
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Click the button to start the conversion process. The output will be an MP3 file containing the podcast dialogue.
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## Project Structure
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60 |
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- **main.py:** Main application script.
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- **requirements.txt:** List of dependencies.
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- **README.md:** Project documentation (this file).
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## Code Explanation
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### Dialogue Models
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68 |
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69 |
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Defines the structure of the dialogue using Pydantic models.
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70 |
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```python
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class DialogueItem(BaseModel):
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text: str
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74 |
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voice: Literal["alloy", "onyx", "fable"]
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75 |
+
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76 |
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class Dialogue(BaseModel):
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77 |
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scratchpad: str
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78 |
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dialogue: List[DialogueItem]
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79 |
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```
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80 |
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### LLM Function
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82 |
+
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83 |
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Generates dialogue based on the input text using the `promptic` decorator.
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84 |
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85 |
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```python
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86 |
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@llm(model="gemini/gemini-1.5-flash")
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87 |
+
def generate_dialogue(text: str) -> Dialogue:
|
88 |
+
# Function to generate podcast dialogue
|
89 |
+
```
|
90 |
+
|
91 |
+
### TTS Function
|
92 |
+
|
93 |
+
Converts text to speech using OpenAI's text-to-speech model.
|
94 |
+
|
95 |
+
```python
|
96 |
+
def get_mp3(text: str, voice: str, api_key: str = None) -> bytes:
|
97 |
+
# Function to generate MP3 from text
|
98 |
+
```
|
99 |
+
|
100 |
+
### Main Function
|
101 |
+
|
102 |
+
Processes the PDF, generates dialogue, and converts it to audio.
|
103 |
+
|
104 |
+
```python
|
105 |
+
def generate_audio(file: bytes, openai_api_key: str) -> bytes:
|
106 |
+
# Main function to process PDF and generate audio
|
107 |
+
```
|
108 |
+
|
109 |
+
### Gradio Interface
|
110 |
+
|
111 |
+
Creates a user-friendly interface for uploading PDFs and generating podcasts.
|
112 |
+
|
113 |
+
```python
|
114 |
+
demo = gr.Interface(
|
115 |
+
title="PDF to Podcast",
|
116 |
+
description="Convert any PDF document into an engaging podcast episode!",
|
117 |
+
fn=generate_audio,
|
118 |
+
inputs=[
|
119 |
+
gr.File(label="Input PDF", type="binary"),
|
120 |
+
gr.Textbox(label="OpenAI API Key", placeholder="Enter your OpenAI API key here"),
|
121 |
+
],
|
122 |
+
outputs=[
|
123 |
+
gr.Audio(format="mp3"),
|
124 |
+
],
|
125 |
+
)
|
126 |
+
|
127 |
+
demo.launch(show_api=False)
|
128 |
+
```
|
129 |
+
|
130 |
+
## License
|
131 |
+
|
132 |
+
This project is licensed under the Apache 2.0 License. See the [LICENSE](LICENSE) file for more information.
|