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+# ποΈ Ellipsis β One Click. Infinite Conversations.
+
+
+

+
+
+
+A next-gen podcast generation agent that brings human-like, high-quality audio content to lifeβon *any* topic, with just **one click**.
+Whether itβs **breaking news**, **deep-dive tech explainers**, **movie reviews**, or **post-match sports breakdowns**, ellipsis crafts intelligent podcast episodes that sound like they were created by seasoned hosts in a professional studio.
+
+---
+
+## Introduction
+
+### π What Makes ellipsis Unique?
+
+- **π§ Intelligent Multi-Speaker Dialogue**
+ Automatically generates natural, engaging conversations with multiple distinct voices and personalities.
+
+- **π Covers *Everything***
+ From LLM architectures to lunar eclipses, ellipsis understands the depth and nuance of any topic.
+
+- **β
Custom Evaluation Engine**
+ Each episode is passed through rigorous evaluation pipelines to ensure:
+ - Factual accuracy π§Ύ
+ - Legal and ethical soundness βοΈ
+ - High conversational quality π§
+
+---
+
+## Feature Comparison
+
+| Feature | Ellipsis | NotebookLM | NoteGPT |
+|---------------------------------|----------------------------------------------------|----------------------------------------------|----------------------------------------------------|
+| ποΈ Podcast Generation | β
fully automated | β
fully automated | β
fully automated |
+| π§ Multi-Speaker Support | β
Multiple distinct voices | β Two-speaker conversations | β
Multiple distinct voices |
+| π Topic Versatility | β
Covers news, tech, movies, sports, etc. | β οΈ No web search capability yet | β οΈ Limited to provided notebook context |
+| β
Factual & Legal Evaluation | β
Built-in evaluators for accuracy & legality | β οΈ Not Clearly specified | β No evaluation engine |
+| π§ Audio Output Quality | β
Human-like, podcast-ready audio | β
Human-like, podcast-ready audio | β Conversations at this point sound more robotic |
+| π οΈ Custom Input formats | β οΈ Currently working on Documents | β
Supports Documents, Video URLs etc | β οΈ Supports Documents but not other sources |
+
+
+## Example Usecases
+
+* **Movie Reviews**
+
+
+https://github.com/user-attachments/assets/824bab23-2aa9-4443-bc87-0ccb013f86fc
+
+
+* **Sports News**
+
+
+https://github.com/user-attachments/assets/c2880157-e577-4997-b108-3771b327e2be
+
+
+
+## Tech Stack
+
+* **Backend**: Python, Flask, Redis (pub/sub), llama.cpp, Orpheus TTS
+* **Frontend**: React, Vite, Tailwind CSS, Lucide Icons
+* **Integration**: Perplexity API, Podbean MCP, Server-Sent Events (SSE)
+
+## Prerequisites
+
+* Node.js v16+ and npm/yarn
+* Python 3.10+ and pip
+* Redis server running (default on `localhost:6380`)
+
+## Configuration
+
+* Copy this to `backend/.env` and set:
+
+ ```ini
+ REDIS_URL=redis://localhost:6379
+ PERPLEXITY_API_KEY=your_key_here
+ PODBEAN_CLIENT_ID=...
+ PODBEAN_CLIENT_SECRET=...
+ ```
+
+* Copy this to `frontend/.env` and set:
+
+ ```ini
+ # VCL: default set to localhost
+ REACT_APP_API_URL=http://127.0.0.1:5000
+ ```
+
+## Installation
+
+1. **Clone the repo**
+
+ ```bash
+ git clone https://github.com/dineshkannan010/Ellipsis.git
+ cd Ellipsis
+ ```
+
+2. **Backend setup**
+
+ ```bash
+ cd backend
+ python -m venv venv
+ source venv/bin/activate # macOS/Linux
+ venv\Scripts\activate # Windows
+ pip install -r requirements.txt
+ ```
+ Install native & extra-index packages
+ Some packages arenβt available on PyPI and must be pulled from alternate indexes or GitHub:
+
+ ```bash
+ # llama.cpp (CPU wheel)
+ pip install llama-cpp-python \
+ --extra-index-url https://abetlen.github.io/llama-cpp-python/whl/cpu
+
+ # Orpheus TTS bindings
+ pip install git+https://github.com/freddyaboulton/orpheus-cpp.git
+
+ # HuggingFace XET backend
+ pip install huggingface_hub[hf_xet] hf_xet
+
+ ```
+
+3. **Frontend setup**
+
+ ```bash
+ cd frontend
+ npm install # or yarn install
+ ```
+
+## Usage
+
+### Content Generation
+
+* Launch backend:
+
+ ```bash
+ cd backend
+ python app.py
+ ```
+
+* Launch Redis Server
+
+ ```bash
+ redis-server --port 6380
+ ```
+* Launch frontend:
+
+ ```bash
+ cd frontend
+ npm run dev # or yarn dev
+ ```
+
+ * Launch Podbean Server
+
+ ```bash
+ cd backend/integrations/podbean_mcp
+ pip install -e .
+ python server.py
+
+ ```
+ * Launch Podbean Client
+
+ ```bash
+ cd backend/integrations/podbean_mcp
+ python client.py server.py
+
+ ```
+
+* Enter a topic in the homepage textbox and hit **Enter**. Switch to the `ContentGenerationView` to see live script & audio progress.
+
+### Streaming Updates (SSE)
+
+* The frontend subscribes to `/stream` via EventSource.
+* Backend publishes events of types `status`, `script`, and `audio`.
+
+### Trending Topics
+
+* Click **Trending** in the post box.
+* Fetches `/api/trending`, which queries Perplexity with a custom prompt.
+
+### Podbean Publishing
+
+* After audio is ready, enter a prompt like `Post this podcast to Podbean`.
+* The client detects `podbean` intent and calls `/api/podbean/publish` via Beacon or `fetch`.
+
+## π Acknowledgments
+
+Huge thanks to [amurshak](mailto:amurshak@gmail.com) for creating and maintaining the Podbean MCP Server.
+
+## License
+
+[MIT Β© Ellipsis]((https://github.com/dineshkannan010/Ellipsis/blob/master/LICENSE.md))
+
+## Contact
+
+For questions or feedback, open an issue or reach out to
+
+
+
+## Links
+
+- **[GitHub Repository](https://github.com/dineshkannan010/Ellipsis)** - Full source code
+- **[Demo Video](https://www.youtube.com/watch?v=XUPsSuCBTFw)** - Watch it in action
+- **[Devpost Submission](https://devpost.com/software/ellipsis)** - Hackathon entry