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RAG & Knowledge BasesproFluxonLab library

Milvus RAG Chatbot

by FluxonLab Importadapted from SplitoutUpdated May 2026
RequiresOpenAI
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MaWhen clicking "Execute Workflow"When clicking "…HRFetch Essay ListHtExtract essay namesExtract essay n…SOSplit out into itemsSplit out into …HRFetch essay textsFetch essay tex…LiLimit to first 3HtExtract Text OnlyExtract Text On…TSRecursive Character Text Splitter1Recursive Chara…SeGenerate responseGenerate respon…SeCompose citationsCompose citatio…IEAnswer the query based on chunksAnswer the quer…CoPrepare chunksSeSet max chunks to send to modelSet max chunks …Embeddings OpenAI2Embeddings Open…ChWhen chat message receivedWhen chat messa…VSMilvus Vector Store in retrievalMilvus Vector S…VSMilvus Vector StoreMilvus Vector S…Embeddings OpenAIEmbeddings Open…DDDefault Data LoaderDefault Data Lo…OpenAI Chat ModelOpenAI Chat Mod…12345678910
1/5
FLOWS
STEPS · 10
Run manually by an operator

On a chat message, scrapes and chunks web content, embeds it with OpenAI into a Milvus vector store, and answers queries.

Tags

http-requestadvancedtextsplitterrecursivecharactertextsplitterai-agentssticky-notewebhooksplitoutmanual-trigger
Connects
OpenAI
CategoryRAG & Knowledge Bases
Triggerwebhook
Complexityadvanced
Nodes20
AddedMay 9, 2026