Introducing Notir 2.0: The Future of RAG Systems

## What's New in Notir 2.0

We're thrilled to announce the release of Notir 2.0, our most significant update yet. After months of development and feedback from thousands of users, we've rebuilt the core of Notir to deliver unprecedented performance and capabilities.

### Multi-Modal Support

Notir 2.0 now supports not just text documents, but also:

- **Images**: Extract text and understand visual content
- **Audio**: Transcribe and index audio files automatically
- **Video**: Process video content with intelligent summarization
- **Code**: Enhanced code understanding with syntax awareness

### 10x Faster Query Times

Our new vector search engine delivers results in under 50ms, regardless of your knowledge base size. We've achieved this through:

1. **Optimized Indexing**: New chunking algorithms that preserve context
2. **Smart Caching**: Intelligent query caching that learns from your usage patterns
3. **Distributed Architecture**: Automatic scaling across multiple nodes

### Improved Accuracy

We've fine-tuned our retrieval algorithms to deliver more relevant results:

- Context-aware chunking that preserves document structure
- Hybrid search combining semantic and keyword matching
- Re-ranking with cross-encoder models

### Getting Started

Existing users will be automatically upgraded to Notir 2.0. New users can sign up for a free trial to experience all these new features.

```bash
# Install the new CLI
npm install -g @notir/cli@latest

# Initialize your project
notir init my-project
```

### What's Next

We're already working on Notir 2.1 with even more exciting features:

- Real-time collaboration
- Advanced analytics dashboard
- Custom model training
- On-premise deployment options

Stay tuned for more updates, and as always, we'd love to hear your feedback!