IndexThinking 0.14.1

There is a newer version of this package available.
See the version list below for details.

dotnet add package IndexThinking --version 0.14.1

NuGet\Install-Package IndexThinking -Version 0.14.1

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="IndexThinking" Version="0.14.1" />

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

<PackageVersion Include="IndexThinking" Version="0.14.1" />
                    

                            Directory.Packages.props

<PackageReference Include="IndexThinking" />
                    

                            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 IndexThinking --version 0.14.1

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

#r "nuget: IndexThinking, 0.14.1"

#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 IndexThinking@0.14.1

#: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=IndexThinking&version=0.14.1
                    

                            Install as a Cake Addin

#tool nuget:?package=IndexThinking&version=0.14.1
                    

                            Install as a Cake Tool

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

IndexThinking

Working Memory Manager for Reasoning-capable LLMs

What It Does

IndexThinking handles the repetitive-but-hard parts of LLM integration:

Truncation Recovery - Auto-continue when responses hit token limits
Reasoning Extraction - Unified API for provider-specific thinking formats
Context Tracking - Session-aware conversation with sliding window
Token Management - Budget tracking and complexity estimation
Content Recovery - Repair truncated JSON/code blocks

Scope

IndexThinking manages a single LLM turn, not multi-step workflows.

IndexThinking	Agent Orchestrators
Single turn optimization	Multi-step coordination
Building block	Workflow controller
Used BY orchestrators	Uses IndexThinking

Quick Start

dotnet add package IndexThinking

// Register services
services.AddIndexThinkingAgents();
services.AddIndexThinkingContext();

// Wrap any IChatClient
var client = new ChatClientBuilder(innerClient)
    .UseIndexThinking()
    .Build(serviceProvider);

// Use normally
var response = await client.GetResponseAsync(messages);

// Access metadata
var thinking = response.GetThinkingContent();
var metrics = response.GetTurnMetrics();

Session-Aware Chat

// Context is automatically tracked and injected
var response = await client.ChatAsync("session-123", "Do that again");

Supported Providers

Provider	Reasoning Format	Truncation Handling
OpenAI	`reasoning` field	`length`, `content_filter`
Anthropic	`thinking` blocks	`max_tokens`, `refusal`
Google Gemini	`thoughtSignature`	`MAX_TOKENS`, `SAFETY`
DeepSeek/Qwen	`<think>` tags	OpenAI-compatible
vLLM/GPUStack	Configurable tags	`length`

Documentation

License

MIT License - See LICENSE for details.

Product	Compatible and additional computed target framework versions.
.NET	net10.0 is compatible. 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.

Compatible target framework(s)

Included target framework(s) (in package)

Learn more about Target Frameworks and .NET Standard.

net10.0
- Microsoft.Data.Sqlite (>= 10.0.2)
- Microsoft.Extensions.AI (>= 10.2.0)
- Microsoft.Extensions.AI.Abstractions (>= 10.2.0)
- Microsoft.Extensions.Caching.Abstractions (>= 10.0.2)
- Microsoft.Extensions.DependencyInjection.Abstractions (>= 10.0.2)
- Microsoft.Extensions.Diagnostics.HealthChecks.Abstractions (>= 10.0.2)
- Microsoft.ML.Tokenizers (>= 2.0.0)
- Microsoft.ML.Tokenizers.Data.Cl100kBase (>= 2.0.0)
- Microsoft.ML.Tokenizers.Data.O200kBase (>= 2.0.0)

NuGet packages (3)

Showing the top 3 NuGet packages that depend on IndexThinking:

Package	Downloads
IndexThinking.SDK Public SDK for IndexThinking - Working Memory manager for Reasoning-capable LLMs.	1.3K
IronHive.Agent IronHive Agent - Reusable agent layer for AI-powered CLI tools	786
IronHive.Cli.Core IronHive CLI Core - Agent loop, tools, session management, and provider integrations for building AI-powered CLI tools	87

GitHub repositories

This package is not used by any popular GitHub repositories.

Version	Downloads	Last Updated
0.19.3	43	3/13/2026
0.19.2	101	3/10/2026
0.19.1	92	3/9/2026
0.19.0	80	3/9/2026
0.18.5	119	3/9/2026
0.18.4	82	3/9/2026
0.18.3	84	3/9/2026
0.18.2	85	3/8/2026
0.18.0	156	3/8/2026
0.17.4	94	3/7/2026
0.17.2	82	3/7/2026
0.17.1	244	2/25/2026
0.17.0	188	2/19/2026
0.16.0	134	2/6/2026
0.15.0	284	1/20/2026
0.14.1	108	1/15/2026