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RAG & Knowledge Basesfree

Qdrant RAG Chat Agent

by Einar César SantosUpdated Aug 2026
RequiresOpenAI
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Embeddings OpenAIEmbeddings Open…DDDefault Data LoaderDefault Data Lo…TSRecursive Character Text SplitterRecursive Chara…ChWhen chat message receivedWhen chat messa…Embeddings for RetrievalEmbeddings for …RCReranker CohereVSRAG_MEMORYOpenAI Chat ModelOpenAI Chat Mod…OPStructured Output ParserStructured Outp…SeFormat ResponseAgAI AgentVSStore ConversationStore Conversat…GPT-4o-mini (Main)GPT-4o-mini (Ma…123456789101112
1/5
STEPS · 12
Starts from a chat message

On a chat message, retrieves and reranks context from Qdrant with Cohere, and answers via an OpenAI agent.

Tags

webhookcomplexOpenAIEngineeringAI RAGdiscoveredpending-review
Connects
OpenAI
CategoryRAG & Knowledge Bases
Triggerwebhook
Complexitycomplex
Nodes13
AddedJun 27, 2026