WebReaper.AI 11.1.1

.NET 10.0

dotnet add package WebReaper.AI --version 11.1.1

NuGet\Install-Package WebReaper.AI -Version 11.1.1

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="WebReaper.AI" Version="11.1.1" />

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

<PackageVersion Include="WebReaper.AI" Version="11.1.1" />
                    

                            Directory.Packages.props

<PackageReference Include="WebReaper.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 WebReaper.AI --version 11.1.1

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

#r "nuget: WebReaper.AI, 11.1.1"

#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 WebReaper.AI@11.1.1

#: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=WebReaper.AI&version=11.1.1
                    

                            Install as a Cake Addin

#tool nuget:?package=WebReaper.AI&version=11.1.1
                    

                            Install as a Cake Tool

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

WebReaper.AI

LLM extraction satellite for WebReaper. Bring your own model: OpenAI, Anthropic, Ollama, Azure OpenAI, llamafile, anything implementing IChatClient (Microsoft.Extensions.AI).

Install

dotnet add package WebReaper.AI

What's in this package

Per ADR-0044, ADR-0046, ADR-0047, ADR-0050, ADR-0051, ADR-0064, ADR-0067:

Builder call	Purpose
`.WithLlmExtractor(chatClient)`	Pure-LLM `IContentExtractor`; bypasses the deterministic fold
`.WithLlmFallback(chatClient)`	Deterministic primary, LLM only when a field returns empty
`.WithLlmSelfHealing(chatClient)`	LLM proposes a repaired CSS selector once per (Schema, field), cached
`.WithLlmSchemaInferrer(chatClient)`	Synthesize a `Schema` from a URL with no hand-authored selectors
`.WithLlmAgentBrain(chatClient)`	LLM-powered `IAgentBrain` for the autonomous agent driver
`.WithLlmActionResolver(chatClient)`	Resolves `PageAction.SemanticAct("click 'sign in'")` to concrete arms
`.UseAi(chatClient)`	One-line aggregator wiring the recommended subset of the above

Quick start

using Microsoft.Extensions.AI;
using OpenAI;
using WebReaper.AI;
using WebReaper.Builders;

IChatClient chatClient = new OpenAIClient("sk-...").AsChatClient("gpt-4o-mini");

var engine = await ScraperEngineBuilder
    .Crawl("https://example.com")
    .Extract(schema)
    .WithLlmFallback(chatClient)
    .WriteToJsonFile("out.jsonl")
    .BuildAsync();

await engine.RunAsync();

The deterministic fold runs first. The LLM fires only when a field returns empty (a selector drifted, the page changed). Stable pages cost zero LLM calls.

Design

WebReaper.AI is a satellite package per ADR-0009: the LLM dependencies (Microsoft.Extensions.AI.Abstractions) stay quarantined off the dependency-light, Native-AOT-clean WebReaper core. The consumer's IChatClient makes the actual LLM call.

LlmCall<T> (the shared mechanism, ADR-0059) handles JSON-mode parsing with bounded retry, system-prompt caching (ADR-0065), and cost telemetry (ADR-0066).

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.

NuGet packages (1)

Showing the top 1 NuGet packages that depend on WebReaper.AI:

Package	Downloads
WebReaper.Mcp MCP (Model Context Protocol) server satellite for WebReaper. Exposes scrape / map / extract as MCP tools over stdio for Cursor / Claude Desktop / Copilot Studio. Interop adapter; the primary agent surface remains the WebReaper CLI (ADR-0043). Satellite (ADR-0009); heavy MCP SDK deps quarantined; core stays AOT-clean.	263

GitHub repositories

This package is not used by any popular GitHub repositories.

Version	Downloads	Last Updated
11.1.1	95	5/30/2026
11.1.0	91	5/30/2026
11.0.0	100	5/30/2026
10.2.0	88	5/29/2026
10.1.0	94	5/29/2026
10.0.0	50	5/26/2026

10.1.0 (minor): new public LlmToolArguments helper (TryGetString / TryGetInt for tool-call argument extraction). The Microsoft.Extensions.AI.Abstractions floor moves off preview to stable 10.3.0. The brain (13) and resolver (9) tool registries plus their parse dispatch are now derived views of one PageActionTools.Arms list (ADR-0078); the resolver gains the three new form-action tools (Fill, Press, ScrollIntoView). 10.0.1: NuGet metadata polish. Adds PackageReadmeFile so the README shows on the package page. Removes em-dashes from Description and release notes. No code changes. 10.0.0: initial release. LLM-backed IContentExtractor satellite (ADR-0044) bound to Microsoft.Extensions.AI.Abstractions (IChatClient). Bring your own model: OpenAI, Anthropic, Ollama, anything implementing IChatClient. Ships LlmContentExtractor (Markdown pre-clean by default, deterministic Temperature=0, MaxTokens=4096), a Schema-to-JSON-Schema bridge, and ScraperEngineBuilder.WithLlmExtractor. Also ships LlmSelectorRepairer + WithLlmSelfHealing for the SelfHealingContentExtractor (ADR-0047): LLM proposes selectors on a fold failure, deterministic re-run validates, per-crawl cache persists the patch. New satellite package per ADR-0009: the consumer's IChatClient makes the LLM call, so the satellite quarantines AI deps off the dependency-light, Native-AOT-clean core. Requires WebReaper 10.0.0.