Key Concepts:
- Deepseek R1: A coding-focused language model.
- Deep Sight V2: A Hugging Face space for building one-page apps using Deepseek models.
- Monaco Editor: A code editor used in Deep Sight V2, similar to VS Code.
- Hugging Face Spaces: A platform for hosting and sharing machine learning apps.
- Diff Patch: A method for applying changes to code by only modifying the necessary lines.
- Ninja Chat: An all-in-one AI platform with access to multiple AI models.
Deep Sight V2: Overview and Updates
The video discusses Deep Sight V2, an updated Hugging Face space that leverages Deepseek R1 and V3 models for building one-page applications. Deep Sight V2 is presented as an improvement over its previous version, offering enhanced features and a better user experience.
Key Features and Functionality
- Code Editor: Deep Sight V2 features a Monaco editor-based interface, similar to VS Code, allowing users to view and manually edit the code of the generated app.
- Prompt Box: A prompt box enables users to input instructions for generating or modifying the app.
- Redesign Tool: A new feature that allows users to redesign existing websites by providing a URL and a prompt.
- Collaboration: An option to invite others to collaborate on the space.
- Model and Provider Selection: Users can choose between Deepseek V3 and R1 models, as well as different providers (including Samanova for faster speeds). An "auto provider" option automatically selects the best provider based on uptime.
- Preview: A preview pane displays the rendered app, with options to change the view layout and aspect ratio for responsiveness testing.
- Load Existing Project: Users can import code from existing Hugging Face spaces to edit in Deep Sight V2.
- Save Project: The ability to save projects and resume work later.
- Multiple Projects: Users can create and switch between multiple Deep Sight instances for different tasks.
- Deep Sight Gallery: A gallery showcasing community-generated projects.
Building an Image Cropper Tool: A Practical Example
The video demonstrates building an image cropper tool using Deep Sight V2. The presenter selects the Deepseek R1 model and prompts Deep Sight to create the tool. The process involves a "thinking mode" where the model's reasoning is displayed. The generated app is a single-file application with a usable UI and image editing features.
Editing and Deployment
- Editing: Users can request edits to the generated app using prompts. The "apply diff patch" option allows for faster updates by only modifying the necessary lines of code.
- Deployment: The app can be deployed to a personal Hugging Face space for sharing and further editing. Users can also revert to previous iterations.
Limitations and Advantages
- Limitation: Deep Sight V2 primarily generates single-file apps.
- Advantages: The system prompt is optimized for generating high-quality UIs, and the resulting apps are portable. The space can be duplicated or run locally in a Docker container.
Ninja Chat Advertisement
The video includes an advertisement for Ninja Chat, an AI platform that provides access to multiple AI models like GPT40, Claude 3.7 Sonnet, and Gemini 2.0 Flash for a monthly fee of $11. Key features include an AI playground for comparing model responses and a mind map generator. The presenter offers discount codes "king25" for 25% off any plan and "king40yearly" for 40% off annual subscriptions.
Conclusion
Deep Sight V2 is presented as a significant update to a Hugging Face space that simplifies the creation of one-page applications using Deepseek models. The new features, such as the redesign tool, improved code editor, and project saving capabilities, enhance the user experience and make it easier to build and deploy small, portable apps.
AI summaries can miss context or contain errors. Check important details against the original video.