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RAG & Knowledge Basespro

Agentic RAG Knowledge Agent

by Usman-Amin-AIUpdated Jun 2026
RequiresOpenAIGoogle DriveGoogle DriveSupabaseSupabasePostgresPostgres
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OpenAI Chat ModelOpenAI Chat Mod…DDDefault Data LoaderDefault Data Lo…Embeddings OpenAI1Embeddings Open…Download FileGDFile CreatedGDFile UpdatedEFExtract Document TextExtract Documen…MPPostgres Chat MemoryPostgres Chat M…Delete Old Doc RowsDelete Old Doc …SeSet File IDRTRespond to WebhookRespond to Webh…SeEdit FieldsChWhen chat message receivedWhen chat messa…WeWebhookEFExtract PDF TextAgAggregateTSCharacter Text SplitterCharacter Text …SuSummarizeAgRAG AI AgentSwSwitchVSInsert into Supabase VectorstoreInsert into Sup…EFExtract from ExcelExtract from Ex…SeSet SchemaEFExtract from CSVCreate Document Metadata TableCreate Document…Create Document Rows Table (for Tabular Data)Create Document…PTList DocumentsPTGet File ContentsGet File Conten…PTQuery Document RowsQuery Document …VSSupabase Vector Store1Supabase Vector…Embeddings OpenAI2Embeddings Open…SILoop Over ItemsCreate Documents Table and Match FunctionCreate Document…Delete Old Data RowsDelete Old Data…Insert Document MetadataInsert Document…Insert Table RowsInsert Table Ro…Update Schema for Document MetadataUpdate Schema f…1234567891011
1/5
FLOWS
STEPS · 11
Starts from a chat message

On chat or Google Drive uploads, embeds files into Supabase vectors and answers questions via an OpenAI agent with Postgres memory.

Tags

eventadvancedOpenAIGoogle Drivediscoveredpending-review
Connects
OpenAIgoogledriveGoogle DrivesupabaseSupabasepostgresPostgres
CategoryRAG & Knowledge Bases
Triggerevent
Complexityadvanced
Nodes37
AddedJun 28, 2026