This repository contains all AI-related Syncfusion samples organized in a separate repository. It includes various components and functionalities that leverage AI technologies to enhance Syncfusion components.
The following samples use MSDN smart component's local embeddings and do not require Azure OpenAI:
- DataGrid (Semantic Filtering)
- ComboBox (Embeddings)
- FileManager (Tag Searching)
Image Editor AI samples rely on third party Stability AI service.
All other component samples rely on OpenAI/Azure OpenAI services. Ensure you have the necessary API keys and configuration settings to run these samples.
To run AI samples, navigate to the Program.cs file and replace the following placeholders with your actual credentials:
string apiKey = "your-api-key";
string deploymentName = "your-deployment-name";
string endpoint = "your-azure-endpoint-url";
Your azure Endpoint would look something like this
https://{resource_name}.openai.azure.com/
If you are using OpenAI, create an API key and place it at apiKey, leave the endpoint as "". The value for deploymentName is the model you wish to use (e.g., gpt-3.5-turbo, gpt-4, etc.).
The Image Editor AI depends on a third-party AI service called Stability AI for AI Image processing. To use it, follow these steps:
- You may obtain your API key from Stability AI.
- Navigate to
SmartImageEditor.razorfile underPages/ImageEditorfolder and replace the placeholder with actual API_KEY:
// Stability AI APIKEY
public string ApiKey = "your-api-key";Once configured everything, hit Run and you're good to go!
The SfSmartPasteButton is an advanced AI component built on top of Syncfusion's Button component. It inherits all the robust features and functionalities of the standard Syncfusion Button component while introducing an innovative intelligent pasting capability. This component leverages AI to intelligently paste clipboard data, ensuring that the pasted content is contextually relevant and formatted correctly.
By integrating the capabilities of AI, the SfSmartPasteButton goes beyond simple data insertion. It ensures that pasted content is contextually relevant and is ideal for applications where users frequently copy and paste data.
For more insights, refer here.
The SfSmartTextArea is an AI-powered enhancement to the traditional textarea, offering sentence-level autocompletion based on its configuration and user input, improving typing speed and efficiency.
For more insights, refer here.
The Syncfusion Blazor ComboBox now includes an advanced Semantic Search feature, designed to enhance search functionality by understanding the meaning behind user queries, not just keywords. This results in more accurate and intuitive search outcomes, especially in applications with large or complex datasets.
For more insights, refer here.
The Syncfusion Blazor Scheduler now features advanced AI capabilities that transform natural language text into structured scheduler events. This integration enhances user experience by allowing casual text input to be seamlessly converted into meeting appointments, making scheduling more efficient and intuitive.
For more insights, refer here.
The Syncfusion Blazor Rich Text Editor now features advanced AI-powered samples that enhance content creation and editing. This integration provides users with powerful tools for rephrasing, grammar correction, summarization, elaboration, translation, and sentiment analysis, making the writing process more efficient and intuitive.
For more insights, refer here.
The Syncfusion Blazor Pivot Table now features advanced AI capabilities that transform the way users visualize and analyze data. This integration empowers users to dynamically explore and extract insights from complex datasets with ease. Key functionalities include Smart Data Aggregation for automatic data consolidation, Predictive Modeling to identify trends and patterns, and Adaptive Filtering to ensure only relevant data is displayed.
For more insights, refer here.
The Syncfusion Blazor Tree Grid leverages AI to enhance the structuring and correction of hierarchical data, ensuring accurate parent-child relationships. This demo highlights AI's ability to automatically organize and display complex datasets, making it easier to visualize structured data in the Tree Grid component.
For more insights, refer here.
The Syncfusion Blazor Query Builder now features Natural Language Querying, allowing users to construct complex queries effortlessly using plain, everyday language. Instead of navigating technical query syntax, users can type their questions as they naturally would, making data retrieval accessible to everyone, regardless of technical expertise.
For more insights, refer here.
The Syncfusion Blazor Maps component features a robust Weather Forecast integration, leveraging AI to provide accurate weather predictions. These forecasts are visualized using marker templates within the map, allowing users to easily access real-time weather information.
For more insights, refer here.
The Syncfusion Blazor Diagram Component introduces AI-powered samples like MindMap and FlowChart generation, allowing users to visualize ideas, processes, and workflows dynamically. These tools are ideal for brainstorming sessions, decision-making processes, and organizing complex information into structured formats.
For more insights, refer here.
The Syncfusion Blazor PDF Viewer now incorporates advanced AI features, enhancing the document handling experience. This includes functionalities such as Smart Fill for automatic form filling, Document Summarization for efficient content understanding, and Smart Redaction for protecting sensitive information.
For more insights, refer here.
The Syncfusion Blazor Document Editor features advanced AI capabilities, including Document Summarization, Smart Editor enhancements, and Writing Assist for improved content creation and editing. These features streamline document management, enhance writing quality, and support efficient content generation, making the editing process more intuitive and productive.
For more insights, refer here.
The Syncfusion Blazor Kanban component features advanced AI integrations that enhance project management capabilities. With AI Task Recommendation, users can input project details to automatically generate task segments, facilitating smoother project planning and organization. Additionally, the Sentiment Analysis feature analyzes customer feedback to generate emoticon expressions, visually representing customer sentiments on the Kanban board.
For more insights, refer here.
The Syncfusion Blazor File Manager introduces AI-powered samples like Smart File Management and Tag Search to streamline file organization and retrieval. With capabilities such as Smart Search, Content Summarization, and AI-assisted tagging, managing files becomes more intuitive and efficient.
For more insights, refer here.
The Syncfusion Blazor DataGrid now includes advanced AI Samples like Semantic Filtering and Anomaly Detection. These features empower users to search more effectively and detect irregularities within data, making the DataGrid a powerful tool for applications that handle large datasets or require insights into complex data patterns.
For more insights, refer here.
The Syncfusion Blazor GanttChart introduces powerful AI-driven samples designed to enhance task management and project planning. Key functionalities include Task Prioritization to identify and allocate resources to critical tasks, Progress Prediction for forecasting milestone completions, Resource Allocation to prevent overallocation, Risk Assessment to identify potential risks in project timelines, and Predictive Scheduling for creating task schedules based on historical data. These features work together to streamline project execution, ensuring efficient resource management and timely completion.
For more insights, refer here.
The Syncfusion Blazor Image Editor offers an sample Smart Image Editor with powerful features designed to enhance your image editing experience. Key functionalities include the Magic Eraser for removing unwanted elements seamlessly, the Background Changer for creatively altering backgrounds while maintaining the integrity of the main subject, and the Background Remover for isolating subjects to create transparent or customized backdrops.
For more insights, refer here.
This table provides an overview of all the AI Samples in this project, along with links to their respective README files for detailed documentation.
| Section | Component / Feature | Description | Documentation Link |
|---|---|---|---|
| Smart Paste Button | Smart Paste Functionality | Automatically fills out forms using clipboard data, improving data entry efficiency. | Read More |
| Custom Field Descriptions | Uses the data-smartpaste-description attribute to improve Smart Paste accuracy by customizing field descriptions for better data population. | Read More | |
| Smart TextArea | Sentence-Level Autocompletion | Provides real-time sentence suggestions based on user input, enhancing typing efficiency with AI. | Read More |
| ComboBox | Semantic Search | Advanced search capabilities using context and meaning rather than exact keywords. | Read More |
| Data Grid | Semantic Filtering | Filters data semantically. | Read More |
| Anomaly Detection | Detects anomalies in datasets. | Read More | |
| Scheduler | Smart Scheduler | Converts natural language text into scheduler events, adding them as structured appointments. | Read More |
| Gantt | Task Prioritize | AI-based task prioritization tool. | Read More |
| Progress Predictor | Predicts project progress and completion. | Read More | |
| Resource Allocator | Optimizes resource allocation. | Read More | |
| Risk Assessor | Assesses project risks using AI. | Read More | |
| Predictive Scheduling | AI-driven project scheduling. | Read More | |
| RichTextEditor | AI Integration | Enhances text editing with features like content generation, summarization, rephrasing, translation, and grammar correction. | Read More |
| Kanban Board | AI Task Recommendation | Recommends tasks based on AI analysis. | Read More |
| Sentiment Analysis | Analyzes customer feedback sentiments. | Read More | |
| Image Editor | AI Image Editing | Advanced image editing features including Magic Eraser, Background Changer, and Background Remover for enhanced creativity and precision. | Read More |
| Diagram | TextToMindMap | Creates dynamic mindmaps using AI-generated content. | Read More |
| TextToFlowChart | Creates flowcharts based on AI-generated workflows. | Read More | |
| PDF Viewer | Document Summarization | Summarizes documents using AI. | Read More |
| Smart Redaction | Redacts sensitive information intelligently. | Read More | |
| Smart Fill | Automatically fills forms with AI. | Read More | |
| Document Editor | Document Summarization | AI-driven summarization and Q&A for document content. | Read More |
| Smart Editor | Enhances document editing with rewriting, grammar checking, and translation. | Read More | |
| Writing Assist | Generates new content based on user input and assists in expanding ideas. | Read More | |
| Maps | Weather Forecast | Displays weather forecasts on a map. | Read More |
| File Manager | Smart File Manager | AI-driven features like Smart Search, Content Summary, and Intelligent Organization. | Read More |
| Tag Search | AI Tagging and Tag Search capabilities for better file categorization and retrieval. | Read More | |
| Pivot Table | AI Data Analysis | AI integration for smart data aggregation, predictive modeling, adaptive filtering, and real-time interaction, enhancing data analysis and visualization. | Read More |
| Query Builder | Natural Language Querying | Allows users to build queries in plain language, with the system interpreting the intent and generating the appropriate query. | Read More |
| TreeGrid | Hierarchical Data Structuring | Uses AI to correct and organize hierarchical data in a Tree Grid, fixing parent-child relationships to ensure accurate data nesting. | Read More |