Web Research Assistant

Learn how to combine the Webpage node with LLM Web Search. Ask a question, and the AI will research using both the reference documentation and real-time web search.

This recipe shows you how to build an app that combines fixed reference pages with LLM web search capabilities. Ask a question, and the AI will research using both the reference documentation and real-time web search to provide comprehensive answers.

Overview

Purpose: Combine fixed reference pages with LLM web search for comprehensive research.

Node	Role	Model
App Entry	Question input	-
Webpage Node	Fetch reference information from fixed URL	-
Generator 1 (Research)	Collect information via web search	claude-haiku-4.5
Generator 2 (Summary)	Summarize research results	gemini-2.5-flash-lite

What you’ll learn: Webpage node, LLM Web Search feature, combining information sources

Workflow Diagram

Node Configuration Details

1. App Entry

Item	Value
Node Name	Research Question
Node Input Name	question
Prompt	- (User input only)

2. Webpage Node

Item	Value
Node Name	Reference Webpage
URL	https://docs.giselles.ai/llms-full.txt

3. Generator Node (Web Researcher)

Item	Value
Node Name	Web Researcher
Model	claude-haiku-4.5
Thinking	ON
Web Search	ON

Prompt:

Research the following question using web search and the reference page:

Question: @Research Question

Reference Information: @Reference Webpage

Requirements:
- Search the web for the latest and most relevant information
- Combine web search results with the reference page content
- Provide accurate and up-to-date answers
- Cite sources when possible

4. Generator Node (Summary)

Item	Value
Node Name	Summary Generator
Model	gemini-2.5-flash-lite
Thinking	-
Web Search	OFF

Prompt:

Summarize the research findings into a clear report:

@Web Researcher

Requirements:
- Executive summary (2-3 sentences)
- Key findings as bullet points
- Conclusion and recommendations