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RAG & Knowledge Basesfree

Answer support questions from your knowledge base using an OpenAI RAG agent

by TakatoYamadaUpdated Aug 2026
RequiresOpenAI
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ChWhen Chat Message ReceivedWhen Chat Messa…AgAI Support AssistantAI Support Assi…OpenAI Chat GPT-4o-MiniOpenAI Chat GPT…MBManage Conversation MemoryManage Conversa…VSLoad Knowledge Base DataLoad Knowledge …Generate Query EmbeddingsGenerate Query …MaManual Document IngestionManual Document…HRFetch FAQ DocumentsFetch FAQ Docum…VSAdd Data to Knowledge BaseAdd Data to Kno…Create Insert EmbeddingsCreate Insert E…DDLoad DocumentsTSSplit Text for ProcessingSplit Text for …12345
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FLOWS
STEPS · 5
Starts from a chat message

On a chat message, answers questions from an in-memory vector knowledge base using an OpenAI RAG agent with conversation memory.

Tags

webhookcomplexOpenAISupport ChatbotAI RAGdiscoveredpending-review
Connects
OpenAI
CategoryRAG & Knowledge Bases
Triggerwebhook
Complexitycomplex
Nodes12
AddedJun 27, 2026