Document Store - Phase 2 (#2912)

* Document Store - Phase 2

* Adding additional columns for vector store config, document store phase 2

* Adding additional columns for vector store config, document store phase 2

* Document Store - Phase 2 - Upsert and Query

* ux cleanup

* retrieval settings and more ux changes

* adding MMR params to execution

* Making the upsert process async.

* add upsert history changes

* making the searchParams dynamic

* removing unnecessary params

* add ability to delete data from vector store

* update margin for vector store query

* adding option to save config in the retrieval playground

* adding chunk number for query return chunks

* Adding a Document Store node in the VectorStore category

* update doc store status, ui touchup

---------

Co-authored-by: Henry <hzj94@hotmail.com>

packages/components/nodes/vectorstores/Supabase/Supabase.ts

@@ -171,6 +171,40 @@ class Supabase_VectorStores implements INode {
             } catch (e) {
                 throw new Error(e)
             }
+        },
+        async delete(nodeData: INodeData, ids: string[], options: ICommonObject): Promise<void> {
+            const supabaseProjUrl = nodeData.inputs?.supabaseProjUrl as string
+            const tableName = nodeData.inputs?.tableName as string
+            const queryName = nodeData.inputs?.queryName as string
+            const embeddings = nodeData.inputs?.embeddings as Embeddings
+            const recordManager = nodeData.inputs?.recordManager
+
+            const credentialData = await getCredentialData(nodeData.credential ?? '', options)
+            const supabaseApiKey = getCredentialParam('supabaseApiKey', credentialData, nodeData)
+
+            const client = createClient(supabaseProjUrl, supabaseApiKey)
+
+            const supabaseStore = new SupabaseVectorStore(embeddings, {
+                client,
+                tableName: tableName,
+                queryName: queryName
+            })
+
+            try {
+                if (recordManager) {
+                    const vectorStoreName = tableName + '_' + queryName
+                    await recordManager.createSchema()
+                    ;(recordManager as any).namespace = (recordManager as any).namespace + '_' + vectorStoreName
+                    const keys: string[] = await recordManager.listKeys({})
+
+                    await supabaseStore.delete({ ids: keys })
+                    await recordManager.deleteKeys(keys)
+                } else {
+                    await supabaseStore.delete({ ids })
+                }
+            } catch (e) {
+                throw new Error(e)
+            }
         }
     }