MicrosoftWould you be able to post some of your Azure AI Search and N8N configs, or show what fields and settings are needed to get a working n8n Semantic Hybrid search - I have an Azure search that returns results within the Azure AI Index Search Explorer but from n8n I just get empty results -
{ text:{"pageContent":"","metadata":{}}}Do you use the Skillsets? Sure I'm just missing a setting or mapping or something. Cheers Steve
Microsoft{
"name": "Azure AI Search RAG Agent Template",
"nodes": [
{
"parameters": {
"formTitle": "Upload Documents",
"formDescription": "Upload documents to the knowledge base",
"formFields": {
"values": [
{
"fieldLabel": "Upload your file(s)",
"fieldType": "file",
"acceptFileTypes": ".pdf, .txt, .csv, .docx",
"requiredField": true
}
]
},
"options": {}
},
"name": "Upload Documents",
"type": "n8n-nodes-base.formTrigger",
"position": [
-608,
-272
],
"typeVersion": 2.2,
"id": "57652c5f-42f9-48ab-acb0-62055934abe4",
"webhookId": "7d893026-11bd-43c4-af75-e5f03d1f5b1b"
},
{
"parameters": {
"mode": "insert",
"indexName": "n8n-rag-index",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.vectorStoreAzureAISearch",
"typeVersion": 1.3,
"position": [
-288,
-272
],
"name": "Azure AI Search (Insert)",
"id": "b1d23873-0cc9-4f1b-9910-22600d01fc4c",
"credentials": {
"azureAiSearchApi": {
"id": "A6h7ehOFt7fkW7p1",
"name": "Azure AI Search account"
}
}
},
{
"parameters": {
"dataType": "binary",
"options": {}
},
"name": "Default Data Loader",
"type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
"position": [
-288,
-64
],
"typeVersion": 1.1,
"id": "14cd11be-7043-4752-bbd8-7f1584bb020f"
},
{
"parameters": {
"options": {}
},
"name": "Chat Trigger",
"type": "@n8n/n8n-nodes-langchain.chatTrigger",
"position": [
288,
-272
],
"typeVersion": 1.1,
"id": "59f93b4f-ddcf-4945-9e49-29165e14c962",
"webhookId": "61ecb05d-0b2f-4295-be34-db31dd48517b"
},
{
"parameters": {
"options": {
"systemMessage": "You are a helpful AI assistant with access to a knowledge base.\n\nFor any question that involves facts or company knowledge, first use the vector store tool to search for relevant information.\n\nGuidelines:\n- Answer using only retrieved content and the conversation\n- When you use retrieved content, summarize it clearly\n- If retrieval returns nothing useful, say you couldn't find relevant information\n- Be concise and use bullet points when appropriate\n- Be friendly and professional"
}
},
"name": "AI Agent",
"type": "@n8n/n8n-nodes-langchain.agent",
"position": [
608,
-272
],
"typeVersion": 2,
"id": "7c78f35b-9d3e-4748-a98e-ce7dfe1e3f1c"
},
{
"parameters": {
"model": "gpt-4o",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.lmChatAzureOpenAi",
"typeVersion": 1,
"position": [
448,
-64
],
"name": "Azure OpenAI Chat Model",
"id": "43ffa910-0367-455a-9af0-2b7e82895e86",
"credentials": {
"azureOpenAiApi": {
"id": "IHcQQX7itgANOi4k",
"name": "Azure Open AI account (foundry proj)"
}
}
},
{
"parameters": {
"mode": "retrieve-as-tool",
"toolDescription": "Retrieve relevant passages from the knowledge base. Use this tool for any question that requires factual information from uploaded documents.",
"indexName": "n8n-rag-index",
"options": {
"queryType": "hybrid"
}
},
"type": "@n8n/n8n-nodes-langchain.vectorStoreAzureAISearch",
"typeVersion": 1.3,
"position": [
608,
-64
],
"name": "Azure AI Search (Retrieve)",
"id": "f2b05bf1-f072-42b7-8c65-d905abe61d33",
"credentials": {
"azureAiSearchApi": {
"id": "A6h7ehOFt7fkW7p1",
"name": "Azure AI Search account"
}
}
},
{
"parameters": {
"model": "text-embedding-3-large",
"options": {}
},
"type": "@n8n/n8n-nodes-langchain.embeddingsAzureOpenAi",
"typeVersion": 1,
"position": [
160,
144
],
"name": "Azure OpenAI Embeddings Model",
"id": "cdd3d4e6-1da0-4310-9a60-089b0172aa57",
"credentials": {
"azureOpenAiApi": {
"id": "IHcQQX7itgANOi4k",
"name": "Azure Open AI account (foundry proj)"
}
}
}
],
"pinData": {},
"connections": {
"Upload Documents": {
"main": [
[
{
"node": "Azure AI Search (Insert)",
"type": "main",
"index": 0
}
]
]
},
"Default Data Loader": {
"ai_document": [
[
{
"node": "Azure AI Search (Insert)",
"type": "ai_document",
"index": 0
}
]
]
},
"Chat Trigger": {
"main": [
[
{
"node": "AI Agent",
"type": "main",
"index": 0
}
]
]
},
"Azure OpenAI Chat Model": {
"ai_languageModel": [
[
{
"node": "AI Agent",
"type": "ai_languageModel",
"index": 0
}
]
]
},
"Azure AI Search (Retrieve)": {
"ai_tool": [
[
{
"node": "AI Agent",
"type": "ai_tool",
"index": 0
}
]
]
},
"Azure OpenAI Embeddings Model": {
"ai_embedding": [
[
{
"node": "Azure AI Search (Retrieve)",
"type": "ai_embedding",
"index": 0
},
{
"node": "Azure AI Search (Insert)",
"type": "ai_embedding",
"index": 0
}
]
]
}
},
"active": false,
"settings": {
"executionOrder": "v1"
},
"versionId": "e6a40201-49b9-4037-a44b-3a9e5723910b",
"meta": {
"templateCredsSetupCompleted": true,
"instanceId": "76af2441440fb33060b59f5292e1294b867382104a6f487d25825b036804ee76"
},
"id": "rQNFg4j4gzMtvMSb",
"tags": []
}Hey nope we don't use any Skillsets just the Push API to insert documents with their embeddings.