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Wait & Embeddingsmistralcloud — OpenAI

by FluxonLab Importadapted from WaitUpdated May 2026
RequiresOpenAI
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MaWhen clicking ‘Test workflow’When clicking ‘…EMEmbeddings Mistral CloudEmbeddings Mist…DDDefault Data LoaderDefault Data Lo…TSRecursive Character Text SplitterRecursive Chara…HRGet Tax Code Zip FileGet Tax Code Zi…CoExtract Zip FilesExtract Zip Fil…SOFiles as ItemsEFExtract PDF ContentsExtract PDF Con…SeExtract From ChapterExtract From Ch…SeMap To SectionsEWExecute Workflow TriggerExecute Workflo…HRGet Mistral EmbeddingsGet Mistral Emb…SeContent Chunking @ 50k CharsContent Chunkin…SOSplit Out ChunksSIFor Each Section...For Each Sectio…SOSections To ListFiOnly Valid SectionsOnly Valid Sect…HRUse Qdrant Search API1Use Qdrant Sear…HRUse Qdrant Scroll APIUse Qdrant Scro…SeGet Search ResponseGet Search Resp…VSQdrant Vector StoreQdrant Vector S…AgAI AgentMBWindow Buffer MemoryWindow Buffer M…ChWhen chat message receivedWhen chat messa…MBWindow Buffer Memory1Window Buffer M…OpenAI Chat ModelOpenAI Chat Mod…Wa1secTWAsk ToolTWSearch ToolSwSwitchSeGet Ask Response1234567891011121314151617
1/5
FLOWS
STEPS · 17
Run manually by an operator

On a chat message, embeds and indexes files into Qdrant, then answers with an OpenAI agent over retrieved context.

Tags

embeddingsmistralcloudhttp-requestadvancedtextsplitterrecursivecharactertextsplittereventai-agentsmanual-triggerdocumentdefaultdataloader
Connects
OpenAI
CategoryRAG & Knowledge Bases
Triggerevent
Complexityadvanced
Nodes31
AddedMay 9, 2026