Dify + custom API knowledge base chatbot — Blueprint | Agentifact

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Dify + custom API knowledge base chatbot

difypineconeintermediate30 min

Dify + custom API knowledge base chatbot

Custom RAG pipelines with proprietary retrieval logic, no data migration to Dify

Prerequisites

→Dify account
→server to host /retrieval API (Node.js/Python/any)
→embedding/retrieval backend (e.g. vector DB like Pinecone
→Qdrant).

Tools used

Further reading

https://docs.dify.ai/en/use-dify/knowledge/external-knowledge-api

Related Concepts

Agent OrchestrationConcept Tool UseConcept Function CallingConcept Agent RuntimeConcept

Browse full Lexicon →

Difficulty

intermediate

Time Estimate

30 min

Tools

dify, pinecone

Related Terms

Agent Orchestration Tool Use Function Calling Agent Runtime

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