Intelligent Web Query with Semantic Result Reordering
Workflow Description
An automation flow that receives queries via webhook, processes them through multiple AI models (Anthropic, OpenAI, and Gemini), analyzes responses, and intelligently reorders results by semantic relevance before returning the optimized response.
How it works
- 1.Receive query through webhook endpoint and timestamp the request
- 2.Send query simultaneously to three AI models for parallel processing
- 3.Parse and validate responses using advanced output parsers
- 4.Reorder results by semantic meaning using LLM chain analysis
- 5.Return optimized and prioritized results via webhook response
Use cases
- Consolidate search results from multiple AI sources and rank by relevance
- Improve answer accuracy by comparing outputs from different models
- Automate semantic processing of complex queries without manual review
Requirements
- Active API credentials for at least one AI provider (Anthropic, OpenAI, or Google Gemini)
- Properly configured webhook endpoint for incoming queries
- Network connectivity to reach external AI model APIs
Service Value
Ideal as a smart automation service combining integrations and AI to produce ready-to-use results.
Apps Used
Details
How to Use
- 1.Click "Download Template"
- 2.Open your n8n dashboard
- 3.Go to Workflows > Import from File
- 4.Select downloaded file and configure credentials
Nodes Used (20)
Sticky Note4
Sticky Note
Sticky Note
Sticky Note
Date & Time
Date Time
Webhook
Webhook
Auto-fixing Output Parser6
Output Parser Autofixing
Auto-fixing Output Parser
Output Parser Autofixing
Structured Output Parser1
Output Parser Structured
Query-1 Combined
Code
Respond to Webhook
Webhook
Semantic Search - Result Re-Ranker
LLM Chain
Query
HTTP Request
Webhook Call
HTTP Request
Sticky Note6
Sticky Note
Semantic Search -Query Maker
LLM Chain
Anthropic Chat Model
Lm Chat Anthropic
OpenAI Chat Model
OpenAI
Structured Output Parser2
Output Parser Structured
Parser Model
Gemini Model
Agent Model
Gemini Model
Sticky Note5
Sticky Note