>_

DUAL_RETRIEVAL_CHATBOT

v1.0.0

[SYS] Intelligent chatbot system: Adaptive retrieval mechanism + Dual knowledge sources

$ cat description.txt Advanced RAG (retrieval augmented generation) chatbot system utilizing a two-step retrieval mechanism that intelligently switches between vector database knowledge and web search capabilities. Employs AI classification to determine relevance of retrieved data chunks, then dynamically routes queries to the optimal knowledge source for comprehensive, accurate responses.

CORE_FEATURES:

Adaptive Retrieval

> Relevance classification
> Dynamic routing system
> Knowledge source selection

Vector Knowledge Base

> Qdrant vector database
> Semantic embedding search
> Proprietary knowledge retrieval

Web Intelligence

> Perplexity AI integration
> Real-time web search
> Current information access

Conversational Interface

> User-friendly chat interface
> Comprehensive responses
> Multi-model processing 

$ system_requirements

MODELS: gemini 2.5, gpt text-embedding-3-small, perplexity sonar-pro
STORAGE: qdrant vector store
SERVICES: none required
OUTPUT: chat response
PRICING: gpt - per token, 
         gemini - per token,
         perplexity - per token, 
         qdrant - free tier
EST. PER RUN COST: less than €0.01
>_

PROCESS_FLOW:

[INPUT] -> User Chat Query | [RETRIEVAL] -> Vector Store Documents | [CLASSIFICATION] -> Relevance Assessment | ├── [RELEVANT] -> Vector Knowledge Processing | └── [NOT RELEVANT] -> Web Search Processing | [RESPONSE] -> Comprehensive Answer

AUTOMATION_BENEFITS:

  • > Never return "I don't know" responses to your customers
  • > Seamlessly combine proprietary knowledge with web intelligence
  • > Eliminate hallucinations with relevance classification
  • > Provide current, up-to-date information when needed
  • > Create customer-facing chatbots with dual-source reliability
€59
PURCHASE_TEMPLATE

* Compatible with all n8n installations v1.0.0+

*Superflowz is a subsidiary of CARDUME ESBELTO UNIP. LDA. Your purchase will be from, and your receipt will list, CARDUME ESBELTO