EasyAppDev.Blazor.AutoComplete.AI 1.0.7

.NET 8.0

dotnet add package EasyAppDev.Blazor.AutoComplete.AI --version 1.0.7

NuGet\Install-Package EasyAppDev.Blazor.AutoComplete.AI -Version 1.0.7

This command is intended to be used within the Package Manager Console in Visual Studio, as it uses the NuGet module's version of Install-Package.

<PackageReference Include="EasyAppDev.Blazor.AutoComplete.AI" Version="1.0.7" />

For projects that support PackageReference, copy this XML node into the project file to reference the package.

<PackageVersion Include="EasyAppDev.Blazor.AutoComplete.AI" Version="1.0.7" />
                    

                            Directory.Packages.props

<PackageReference Include="EasyAppDev.Blazor.AutoComplete.AI" />
                    

                            Project file

For projects that support Central Package Management (CPM), copy this XML node into the solution Directory.Packages.props file to version the package.

paket add EasyAppDev.Blazor.AutoComplete.AI --version 1.0.7

The NuGet Team does not provide support for this client. Please contact its maintainers for support.

#r "nuget: EasyAppDev.Blazor.AutoComplete.AI, 1.0.7"

#r directive can be used in F# Interactive and Polyglot Notebooks. Copy this into the interactive tool or source code of the script to reference the package.

#:package EasyAppDev.Blazor.AutoComplete.AI@1.0.7

#:package directive can be used in C# file-based apps starting in .NET 10 preview 4. Copy this into a .cs file before any lines of code to reference the package.

#addin nuget:?package=EasyAppDev.Blazor.AutoComplete.AI&version=1.0.7
                    

                            Install as a Cake Addin

#tool nuget:?package=EasyAppDev.Blazor.AutoComplete.AI&version=1.0.7
                    

                            Install as a Cake Tool

The NuGet Team does not provide support for this client. Please contact its maintainers for support.

EasyAppDev.Blazor.AutoComplete.AI

AI-powered semantic search for the Blazor AutoComplete component. Search by meaning, not just keywords.

Features

Semantic Search: Understands meaning, synonyms, and concepts
SIMD Acceleration: 3-5x faster similarity calculations
Dual Caching: Separate item/query caches with LRU eviction
Multiple Providers: OpenAI, Azure OpenAI, Ollama, or custom
Hybrid Search: Falls back to text matching for short queries

Installation

dotnet add package EasyAppDev.Blazor.AutoComplete.AI

Note: This package includes the core AutoComplete component as a dependency.

Quick Start

1. Configure OpenAI

Option A: appsettings.json (Recommended)

{
  "OpenAI": {
    "ApiKey": "sk-proj-...",
    "Model": "text-embedding-3-small"
  }
}

// Program.cs
builder.Services.AddAutoCompleteSemanticSearch(builder.Configuration);

Option B: Direct API Key

builder.Services.AddAutoCompleteSemanticSearch(
    apiKey: "sk-proj-...",
    model: "text-embedding-3-small");

2. Use the Component

@using EasyAppDev.Blazor.AutoComplete.AI

<SemanticAutoComplete TItem="Document"
                      Items="@docs"
                      SearchFields="@(d => new[] { d.Title, d.Description })"
                      TextField="@(d => d.Title)"
                      SimilarityThreshold="0.15"
                      @bind-Value="@selectedDoc"
                      Placeholder="Search by meaning..." />

Supported Providers

Provider	Setup Method	Cost	Privacy
OpenAI	`AddAutoCompleteSemanticSearch()`	$	Cloud
Azure OpenAI	`AddAutoCompleteSemanticSearchWithAzure()`	$	Azure
Ollama	Custom `IEmbeddingGenerator`	Free	Local

Azure OpenAI

builder.Services.AddAutoCompleteSemanticSearchWithAzure(
    endpoint: "https://my-resource.openai.azure.com/",
    apiKey: "your-azure-api-key",
    deploymentName: "text-embedding-ada-002");

Ollama (Local)

using OllamaSharp;

var ollamaClient = new OllamaApiClient("http://localhost:11434");
builder.Services.AddSingleton<IEmbeddingGenerator<string, Embedding<float>>>(
    ollamaClient.AsEmbeddingGenerator("nomic-embed-text"));

Advanced Configuration

<SemanticAutoComplete TItem="Product"
                      Items="@products"
                      SearchFields="@(p => new[] { p.Name, p.Description })"

                      @* Cache Configuration *@
                      ItemCacheDuration="TimeSpan.FromHours(2)"
                      QueryCacheDuration="TimeSpan.FromMinutes(30)"
                      MaxItemCacheSize="20000"

                      @* Pre-warming *@
                      PreWarmCache="true"
                      ShowCacheStatus="true"

                      @* Search Tuning *@
                      SimilarityThreshold="0.15"
                      MinSearchLength="3"
                      DebounceMs="500"

                      @bind-Value="@selectedProduct" />

Vector Database Providers

For production-grade semantic search with persistent storage, use vector database providers:

Package	Provider
`EasyAppDev.Blazor.AutoComplete.AI.PostgreSql`	PostgreSQL/pgvector
`EasyAppDev.Blazor.AutoComplete.AI.AzureSearch`	Azure AI Search
`EasyAppDev.Blazor.AutoComplete.AI.Pinecone`	Pinecone
`EasyAppDev.Blazor.AutoComplete.AI.Qdrant`	Qdrant
`EasyAppDev.Blazor.AutoComplete.AI.CosmosDb`	Azure CosmosDB

Performance

SIMD Acceleration: 3-5x faster cosine similarity
Cache Hit Rate: 80%+ after warm-up
API Cost Reduction: 80%+ due to caching

License

MIT

Product	Compatible and additional computed target framework versions.
.NET	net8.0 is compatible. net8.0-android was computed. net8.0-browser was computed. net8.0-ios was computed. net8.0-maccatalyst was computed. net8.0-macos was computed. net8.0-tvos was computed. net8.0-windows was computed. net9.0 is compatible. net9.0-android was computed. net9.0-browser was computed. net9.0-ios was computed. net9.0-maccatalyst was computed. net9.0-macos was computed. net9.0-tvos was computed. net9.0-windows was computed. net10.0 was computed. net10.0-android was computed. net10.0-browser was computed. net10.0-ios was computed. net10.0-maccatalyst was computed. net10.0-macos was computed. net10.0-tvos was computed. net10.0-windows was computed.

Product

.NET

Compatible target framework(s)

Included target framework(s) (in package)

Learn more about Target Frameworks and .NET Standard.

net8.0
- EasyAppDev.Blazor.AutoComplete (>= 1.0.7)
- Microsoft.Extensions.AI.Abstractions (>= 10.0.1)
- Microsoft.Extensions.Configuration.Abstractions (>= 9.0.0)
- Microsoft.SemanticKernel (>= 1.68.0)
- Microsoft.SemanticKernel.Connectors.OpenAI (>= 1.68.0)
- System.Numerics.Tensors (>= 10.0.0)
net9.0
- EasyAppDev.Blazor.AutoComplete (>= 1.0.7)
- Microsoft.Extensions.AI.Abstractions (>= 10.0.1)
- Microsoft.Extensions.Configuration.Abstractions (>= 9.0.0)
- Microsoft.SemanticKernel (>= 1.68.0)
- Microsoft.SemanticKernel.Connectors.OpenAI (>= 1.68.0)
- System.Numerics.Tensors (>= 10.0.0)

NuGet packages (5)

Showing the top 5 NuGet packages that depend on EasyAppDev.Blazor.AutoComplete.AI:

Package	Downloads
EasyAppDev.Blazor.AutoComplete.AI.CosmosDb Azure CosmosDB provider for EasyAppDev.Blazor.AutoComplete.AI semantic search. Provides multi-model database with DiskANN vector search for production-scale autocomplete scenarios with global distribution.	115
EasyAppDev.Blazor.AutoComplete.AI.Pinecone Pinecone provider for EasyAppDev.Blazor.AutoComplete.AI semantic search. Provides serverless vector storage with high-performance similarity search for production-scale autocomplete scenarios.	100
EasyAppDev.Blazor.AutoComplete.AI.Qdrant Qdrant provider for EasyAppDev.Blazor.AutoComplete.AI semantic search. Provides open-source vector storage with HNSW indexing for production-scale autocomplete scenarios. Supports self-hosted and cloud deployments.	97
EasyAppDev.Blazor.AutoComplete.AI.AzureSearch Azure AI Search provider for EasyAppDev.Blazor.AutoComplete.AI semantic search. Provides cloud-native vector search with hybrid (vector + keyword) search and semantic ranking support.	88
EasyAppDev.Blazor.AutoComplete.AI.PostgreSql PostgreSQL/pgvector provider for EasyAppDev.Blazor.AutoComplete.AI semantic search. Provides persistent vector storage with HNSW indexing for production-scale autocomplete scenarios.	88

GitHub repositories

This package is not used by any popular GitHub repositories.

Version	Downloads	Last Updated
1.0.7	40	12/21/2025
1.0.6	68	12/20/2025
1.0.5	80	12/20/2025
1.0.4	212	12/18/2025
1.0.3	212	12/18/2025
1.0.2	572	12/1/2025
1.0.1	178	11/24/2025
1.0.0	175	11/23/2025

Version 1.0.7 - Added AOT-compatible JSON serialization overloads for all vector database providers. Fixed exception handling in GetItem to return default on deserialization failure. Added cancellation token propagation in Azure Search hybrid search. Improved robustness and trimming compatibility.