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RAG & Knowledge Basesfree

Automate Web Research with GPT 4, Claude & Apify for Content Analysis and Insights

by Peter ZendzianUpdated Aug 2026
RequiresOpenAIAnthropic
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HRRAG Web BrowserMaWhen clicking ‘Execute workflow’When clicking ‘…EWWhen Executed by Another WorkflowWhen Executed b…SeSet NodeOPStructured Output ParserStructured Outp…AgEarly Content FilterEarly Content F…OPStructured Output Parser1Structured Outp…CoDuplicate CheckCoNormalize textSeEdit Fields5OPStructured Output Parser3Structured Outp…OPStructured Output Parser7Structured Outp…AgInsight ExtractionInsight Extract…AgSummarizationOPStructured Output Parser9Structured Outp…OPStructured Output Parser10Structured Outp…Agaggregation and ranking of extracted claimsaggregation and…Agaggregation and ranking of extracted summariesaggregation and…VSSaveEOEmbeddings Ollama1Embeddings Olla…TSCharacter Text Splitter2Character Text …DDDefault Data Loader2Default Data Lo…OpenAI Chat ModelOpenAI Chat Mod…OpenAI Chat Model4OpenAI Chat Mod…OpenAI Chat Model5OpenAI Chat Mod…OpenAI Chat Model6OpenAI Chat Mod…OpenAI Chat Model7OpenAI Chat Mod…AgSmart Query BuilderSmart Query Bui…IfContinue of No ErrorContinue of No …CoMarkdown CleanerSeSet ValuesIfProcessingIfContinue ProcessingContinue Proces…CoAggregate SummariesAggregate Summa…CoAggregate OutputMeMergeAnthropic Chat ModelAnthropic Chat …12345678910111213141516171819202122232425262728293031323334353637
1/5
STEPS · 37
Run manually by an operator

Manually triggered, scrapes pages via Apify, embeds them into Qdrant, and analyzes the content with OpenAI and Claude agents.

Tags

manualadvancedOpenAIAnthropicMarket ResearchAI RAGdiscoveredpending-review
Connects
OpenAIAnthropic
CategoryRAG & Knowledge Bases
Triggermanual
Complexityadvanced
Nodes37
AddedJun 27, 2026