Quick Examples
Get started with SmartRAG in minutes.
Basic Usage
// 1. Upload document
var document = await _documentService.UploadDocumentAsync(file);
// 2. Search documents
var results = await _searchService.SearchDocumentsAsync(query, 10);
// 3. Generate RAG answer with conversation history
var response = await _searchService.GenerateRagAnswerAsync(question);Controller Example
[ApiController]
[Route("api/[controller]")]
public class SearchController : ControllerBase
{
private readonly IDocumentSearchService _searchService;
[HttpPost("search")]
public async Task Search([FromBody] SearchRequest request)
{
var response = await _searchService.GenerateRagAnswerAsync(
request.Query, request.MaxResults);
return Ok(response);
}
}
public class SearchRequest
{
public string Query { get; set; } = string.Empty;
public int MaxResults { get; set; } = 5;
}</code></pre>
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Advanced Usage
Advanced examples for production use.
Batch Processing
// Upload multiple documents
var documents = await _documentService.UploadDocumentsAsync(files);
// Get storage statistics
var stats = await _documentService.GetStorageStatisticsAsync();
// Manage documents
var allDocs = await _documentService.GetAllDocumentsAsync();
await _documentService.DeleteDocumentAsync(documentId);
Maintenance Operations
// Regenerate embeddings
await _documentService.RegenerateAllEmbeddingsAsync();
// Clear data
await _documentService.ClearAllEmbeddingsAsync();
await _documentService.ClearAllDocumentsAsync();
Configuration
Configure SmartRAG for your needs.
Service Registration
// Program.cs
services.AddSmartRag(configuration, options =>
{
options.AIProvider = AIProvider.Anthropic;
options.StorageProvider = StorageProvider.Redis;
options.MaxChunkSize = 1000;
options.ChunkOverlap = 200;
});
Need Help?
If you need assistance with examples:
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