Build your first AI data analyst chatbot
n8n-workflow-3050.n8n.io
· n8n.io
Enhance your data analysis by connecting an AI Agent to your dataset, using n8n tools. This template teaches you how to build an AI Data Analyst Chatbot that is capable of pulling data from your sources, using tools like Google Sheets or databases. It's designed to be easy and efficient, making it a good starting point for AI-driven data analysis. You can easily replace the current Google Sheets tools for databases like Postgres or MySQL. !imagetemplatedata.png How It Works The core of the workflow is the AI Agent. It's connected to different data retrieval tools, to get data from Google Sheets (or your preferred database) in many different ways. Once the data is retrieved, the Calculator tool allows the AI to perform mathematical operations, making your data analysis precise. Who is this template for - Data Analysts & Researchers: Pull data from different sources and perform quick calculations. - Developers & AI Enthusiasts: Learn to build your first AI Agent with easy dataset access.
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Conformance score: 60/100
Catalogue listing, not an A2A agent: a workflow template listed by n8n.io. Scored on the 2 criteria that apply (9 of 15 points, scaled to 100); the A2A card criteria do not apply.
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Activity (audit trail)
last 24h · 0 invocations 100.0% success Public aggregate · no PII recordedPer event type (7d)
Recent events (last 20)
| When | Event | Method | Status | Latency |
|---|---|---|---|---|
| 2026-10-18T06:49:59 | search_click | /agents |
— ok | 2ms |
Endpoints
| Agent card | https://n8n.io/workflows/3050 |
| Provider | https://n8n.io |
| Docs | https://n8n.io/workflows/3050 |
Health · last 0 probes
Who's calling this agent 30d
1 interactions captured (impressions + lookups + A2A calls)
web
1
Public view: top 3 per dimension. Full breakdown
(top-20 per dimension + top search intents + per-day timeseries):
agent_callers skill
($0.05/call, $0 on
Enterprise).
Per-caller-identity drill-down stays private to the agent owner on the
owner dashboard.
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[](https://agenstry.com/agents/n8n-workflow-3050.n8n.io) [](https://agenstry.com/agents/n8n-workflow-3050.n8n.io) [](https://agenstry.com/agents/n8n-workflow-3050.n8n.io) [](https://agenstry.com/agents/n8n-workflow-3050.n8n.io)
Audit-grade evidence bundle
JSON snapshot for vendor-review files. Add ?sign=true for a JWS-signed envelope verifiable against
our JWKS. See the methodology.
Raw agent card JSON
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"color": "#404040"
},
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},
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},
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}
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},
{
"id": 1163,
"icon": "fa:database",
"name": "@n8n/n8n-nodes-langchain.memoryBufferWindow",
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"data": {
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"url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.memorybufferwindow/"
}
]
},
"categories": [
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"Langchain"
],
"subcategories": {
"AI": [
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],
"Memory": [
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]
}
}
},
"group": "[\"transform\"]",
"defaults": {
"name": "Simple Memory"
},
"iconData": {
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"type": "icon"
},
"displayName": "Simple Memory",
"typeVersion": 1,
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"id": 25,
"name": "AI"
},
{
"id": 26,
"name": "Langchain"
}
]
},
{
"id": 1195,
"icon": "fa:calculator",
"name": "@n8n/n8n-nodes-langchain.toolCalculator",
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"data": {
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}
]
},
"categories": [
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],
"subcategories": {
"AI": [
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],
"Tools": [
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]
}
}
},
"group": "[\"transform\"]",
"defaults": {
"name": "Calculator"
},
"iconData": {
"icon": "calculator",
"type": "icon"
},
"displayName": "Calculator",
"typeVersion": 1,
"nodeCategories": [
{
"id": 25,
"name": "AI"
},
{
"id": 26,
"name": "Langchain"
}
]
},
{
"id": 1205,
"icon": "fa:network-wired",
"name": "@n8n/n8n-nodes-langchain.toolWorkflow",
"codex": {
"data": {
"resources": {
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"url": "https://docs.n8n.io/integrations/builtin/cluster-nodes/sub-nodes/n8n-nodes-langchain.toolworkflow/"
}
]
},
"categories": [
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"Langchain"
],
"subcategories": {
"AI": [
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],
"Tools": [
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]
}
}
},
"group": "[\"transform\"]",
"defaults": {
"name": "Call n8n Workflow Tool"
},
"iconData": {
"icon": "network-wired",
"type": "icon"
},
"displayName": "Call n8n Workflow Tool",
"typeVersion": 2,
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"name": "AI"
},
{
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"name": "Langchain"
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]
},
{
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"icon": "file:aggregate.svg",
"name": "n8n-nodes-base.aggregate",
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"Flatten",
"Transform",
"Array",
"List",
"Item"
],
"details": "",
"resources": {
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"url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-base.aggregate/"
}
]
},
"categories": [
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],
"nodeVersion": "1.0",
"codexVersion": "1.0",
"subcategories": {
"Core Nodes": [
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]
}
}
},
"group": "[\"transform\"]",
"defaults": {
"name": "Aggregate"
},
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"id": 9,
"name": "Core Nodes"
}
]
},
{
"id": 1247,
"icon": "fa:comments",
"name": "@n8n/n8n-nodes-langchain.chatTrigger",
"codex": {
"data": {
"resources": {
"primaryDocumentation": [
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"url": "https://docs.n8n.io/integrations/builtin/core-nodes/n8n-nodes-langchain.chattrigger/"
}
]
},
"categories": [
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"Langchain"
]
}
},
"group": "[\"trigger\"]",
"defaults": {
"name": "When chat message received"
},
"iconData": {
"icon": "comments",
"type": "icon"
},
"displayName": "Chat Trigger",
"typeVersion": 1,
"nodeCategories": [
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"id": 9,
"name": "Core Nodes"
},
{
"id": 26,
"name": "Langchain"
}
]
}
]
},
"detail": {
"description": "Enhance your data analysis by connecting an AI Agent to your dataset, using n8n tools. This template teaches you how to build an AI Data Analyst Chatbot that is capable of pulling data from your sources, using tools like Google Sheets or databases. It's designed to be easy and efficient, making it a good starting point for AI-driven data analysis. You can easily replace the current Google Sheets tools for databases like Postgres or MySQL. !imagetemplatedata.png How It Works The core of the workflow is the AI Agent. It's connected to different data retrieval tools, to get data from Google Sheets (or your preferred database) in many different ways. Once the data is retrieved, the Calculator tool allows the AI to perform mathematical operations, making your data analysis precise. Who is this template for - Data Analysts & Researchers: Pull data from different sources and perform quick calculations. - Developers & AI Enthusiasts: Learn to build your first AI Agent with easy dataset access. - Business Owners: Streamline your data analysis with AI insights and automate repetitive tasks. - Automation Experts: Enhance your automation skills by integrating AI with your existing databases. How to Set Up You can find detailed instructions in the workflow itself. Check out my other templates \ud83d\udc49 https://n8n.io/creators/solomon/"
}
}