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KNOWLEDGE_GRAPH_CHATBOT

v1.0.0

[SYS] Multi-source intelligent assistant: Knowledge Graph + Web Search + Vector Database

$ cat description.txt Advanced RAG chatbot system leveraging Google's Knowledge Graph API for authoritative entity information, combined with real-time web search capabilities and specialized vector database knowledge retrieval. This tri-modal approach delivers comprehensive, factual responses by dynamically selecting the most appropriate knowledge source based on query content and required expertise.

CORE_FEATURES:

Knowledge Graph Integration

> Entity recognition
> Structured fact retrieval
> Verified information sources

Web Search Intelligence

> Google Search API integration
> Current information access
> Comprehensive result analysis

Vector Knowledge Base

> Domain-specific expertise
> Semantic embedding search
> Specialized content retrieval

Conversational Memory

> Contextual understanding
> Conversation state tracking
> Follow-up resolution 

$ system_requirements

MODELS: gemini 2.5, gpt text-embedding-3-small
STORAGE: qdrant vector store
SERVICES: google custom search engine, google knowledge graph
OUTPUT: chat response
PRICING: gpt - per token, 
         gemini - per token,
         google custom searc engine - 100 searches per day free,
         google knowledge graph - free, 
         qdrant - free tier
EST. PER RUN COST: less than €0.01
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PROCESS_FLOW:

[INPUT] -> User Query | [AGENT] -> Query Analysis | ├── [KNOWLEDGE_GRAPH] -> Entity Information | ├── [WEB_SEARCH] -> Current Facts & Events | └── [VECTOR_DB] -> Specialized Knowledge | [SYNTHESIS] -> Information Integration | [MEMORY] -> Conversation Context | [OUTPUT] -> Comprehensive Response

AUTOMATION_BENEFITS:

  • > Deliver authoritative information on entities and concepts
  • > Provide up-to-date information from across the web
  • > Access domain expertise from specialized knowledge base
  • > Maintain coherent conversation with memory capabilities
  • > Create customer-facing assistants with multi-source intelligence
€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