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RAG & Knowledge BasesproFluxonLab library

RAG & Genai App with WordPress Content — OpenAI

by FluxonLab Importadapted from PostgresUpdated May 2026
RequiresOpenAIPostgresPostgresWordPressWordPressSupabaseSupabase
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MaWhen clicking ‘Test workflow’When clicking ‘…Embeddings OpenAIEmbeddings Open…DDDefault Data LoaderDefault Data Lo…TSToken SplitterEmbeddings OpenAI1Embeddings Open…OpenAI Chat ModelOpenAI Chat Mod…MPPostgres Chat MemoryPostgres Chat M…RTRespond to WebhookRespond to Webh…SeSet fieldsEmbeddings OpenAI2Embeddings Open…DDDefault Data Loader1Default Data Lo…TSToken Splitter1MaMarkdown1PostgresAgAggregateAgAggregate1AgAggregate2Wordpress - Get all postsWordpress - Get…Wordpress - Get all pagesWordpress - Get…SeSet fields1FiFilter - Only published & unprotected contentFilter - Only p…MaHTML To MarkdownSupabase - Store workflow executionSupabase - Stor…ScEvery 30 secondsHRWordpress - Get posts modified after last workflow executionWordpress - Get…HRWordpress - Get posts modified after last workflow execution1Wordpress - Get…SeSet fields2FiFilter - Only published and unprotected contentFilter - Only p…SILoop Over ItemsSeSet fields3SeSet fields4VSStore documents on SupabaseStore documents…Store workflow execution id and timestamptzStore workflow …AgAggregate documentsAggregate docum…Postgres - Create documents tablePostgres - Crea…Postgres - Create workflow execution history tablePostgres - Crea…MeMerge Wordpress Posts and PagesMerge Wordpress…MeMerge retrieved WordPress posts and pagesMerge retrieved…Postgres - Filter on existing documentsPostgres - Filt…Supabase - Delete row if documents existsSupabase - Dele…SwSwitchChWhen chat message receivedWhen chat messa…VSSupabase - Retrieve documents from chatinputSupabase - Retr…AgAI AgentVSSupabase Vector StoreSupabase Vector…12345678910111213
1/5
FLOWS
STEPS · 13
Run manually by an operator

On a webhook query, answers from WordPress content embedded into a Supabase vector store, using OpenAI and Postgres chat memory.

Tags

openaidata-storageadvancedwebhookmanual-triggertextsplittertokensplitterembeddingsopenaidocumentdefaultdataloader
Connects
OpenAIpostgresPostgreswordpressWordPresssupabaseSupabase
CategoryRAG & Knowledge Bases
Triggerwebhook
Complexityadvanced
Nodes45
AddedMay 9, 2026