AutomationFlowsWeb Scraping › Ai-powered Research Assistant with Perplexity Sonar API

Ai-powered Research Assistant with Perplexity Sonar API

ByHoangSP @hoangsp on n8n.io

Name: AI-Powered Research Agent using Perplexity Sonar

Event trigger★★☆☆☆ complexity5 nodesExecute Workflow TriggerHTTP Request
Web Scraping Trigger: Event Nodes: 5 Complexity: ★★☆☆☆ Added:

This workflow corresponds to n8n.io template #3673 — we link there as the canonical source.

This workflow follows the Execute Workflow Trigger → HTTP Request recipe pattern — see all workflows that pair these two integrations.

The workflow JSON

Copy or download the full n8n JSON below. Paste it into a new n8n workflow, add your credentials, activate. Full import guide →

Download .json
{
  "id": "5uapJIjLLhwnhX0n",
  "meta": {
    "templateCredsSetupCompleted": true
  },
  "name": "Perplexity Researcher",
  "tags": [],
  "nodes": [
    {
      "id": "5790066d-4157-4844-aeaa-47706140ed7a",
      "name": "When Executed by Another Workflow",
      "type": "n8n-nodes-base.executeWorkflowTrigger",
      "notes": "Find the latest content related to the field/knowledge you are interested in.\nIn-depth materials to prepare for the writing section",
      "position": [
        -60,
        -380
      ],
      "parameters": {
        "inputSource": "passthrough"
      },
      "typeVersion": 1.1
    },
    {
      "id": "311eb2bf-3b79-46cf-abb1-9d90791167c3",
      "name": "Set Prompt Variables",
      "type": "n8n-nodes-base.set",
      "position": [
        220,
        -380
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "bab0ccff-a856-49d5-833b-80e65874475e",
              "name": "System",
              "type": "string",
              "value": "Assisstant is a language model. Assistant is designed to be able to assist with a wide range of task, form answering simple question to providing in-depth explanations and discussions on a wide range of topics.  As a language model, assistant is able to generate human-like text based on the imput it receives, allowing it to engage in natural-sounding evoling.  It\u2019s able to process and understand large amounts of text,  and can use this knowledge to provide accurate and informative responses to a wide range of question. Additionally, Assistant is able to generate its own text based on the imput it receives, allowing it to engage in discussions and provide explanations and description on a wide range of topics. Overall, Assistant is a powerfull system that can help with a wide range of task and provide valuable insights and information on a wide range of topics. What you need help with a specific question or just want to have a conversation about a particular topic, Assistant is here to assist"
            },
            {
              "id": "1a6d7638-e2a4-495c-92d4-e0626b676b18",
              "name": "User",
              "type": "string",
              "value": "={{ $json.query }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "4385053f-c9c8-4aae-b0d2-4cf7a7817164",
      "name": "Extract API Response",
      "type": "n8n-nodes-base.set",
      "position": [
        620,
        -380
      ],
      "parameters": {
        "options": {},
        "assignments": {
          "assignments": [
            {
              "id": "c5869f36-70cb-439a-8ad0-0382b37f9798",
              "name": "Respone Message Content",
              "type": "string",
              "value": "={{ $json.choices[0].message.content }}"
            }
          ]
        }
      },
      "typeVersion": 3.4
    },
    {
      "id": "b8e3f54b-5148-4e04-a8b1-e3003a0ee128",
      "name": "Workflow Overview",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        -160,
        -480
      ],
      "parameters": {
        "width": 1080,
        "height": 300,
        "content": "## Perplexity Research Workflow Overview\nThis workflow takes a user query, formats it using a system prompt, and sends it to the Perplexity AI Sonar model for search.\nResponses are extracted and returned as clean output."
      },
      "typeVersion": 1
    },
    {
      "id": "7b77de3d-279a-4c33-b4c1-a796ab94a7fa",
      "name": "Perplexity Research Content1",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        420,
        -380
      ],
      "parameters": {
        "url": "https://api.perplexity.ai/chat/completions",
        "method": "POST",
        "options": {},
        "jsonBody": "={\n  \"model\": \"sonar\",\n  \"messages\": [\n    {\n      \"role\": \"system\",\n      \"content\": \"{{ $json.System }}\"\n    },\n    {\n      \"role\": \"user\",\n      \"content\": \"{{ $json.User || $json.query || $json.question || $json['Research Query'] || 'No input provided' }}\"\n    }\n  ],\n  \"max_tokens\": 4000,\n  \"temperature\": 0.2,\n  \"top_p\": 0.9,\n  \"return_citations\": true,\n  \"search_domain_filter\": [\n    \"perplexity.ai\"\n  ],\n  \"return_images\": false,\n  \"return_related_questions\": false,\n  \"search_recency_filter\": \"month\",\n  \"top_k\": 0,\n  \"stream\": false,\n  \"presence_penalty\": 0,\n  \"frequency_penalty\": 1\n}\n\n",
        "sendBody": true,
        "specifyBody": "json",
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth"
      },
      "credentials": {
        "httpHeaderAuth": {
          "name": "<your credential>"
        }
      },
      "notesInFlow": false,
      "typeVersion": 4.2
    }
  ],
  "active": false,
  "settings": {
    "callerPolicy": "any",
    "executionOrder": "v1"
  },
  "versionId": "d506eade-acc3-40ed-9dfc-909cdf373969",
  "connections": {
    "When Executed by Another Workflow": {
      "main": [
        [
          {
            "node": "Set Prompt Variables",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  }
}

Credentials you'll need

Each integration node will prompt for credentials when you import. We strip credential IDs before publishing — you'll add your own.

Pro

For the full experience including quality scoring and batch install features for each workflow upgrade to Pro

About this workflow

Name: AI-Powered Research Agent using Perplexity Sonar

Source: https://n8n.io/workflows/3673/ — original creator credit. Request a take-down →

More Web Scraping workflows → · Browse all categories →

Related workflows

Workflows that share integrations, category, or trigger type with this one. All free to copy and import.

Web Scraping

Workflow 3400. Uses httpRequest, executeWorkflowTrigger. Event-driven trigger; 8 nodes.

HTTP Request, Execute Workflow Trigger
Web Scraping

This workflow is perfect for automation builders, developers, and DevOps teams using n8n who want to send structured log messages to BetterStack Logs. Whether you're monitoring mission-critical workfl

HTTP Request, Execute Workflow Trigger
Web Scraping

Our KB Tool - Confluence KB is crafted to seamlessly integrate into the IT Ops AI SlackBot Workflow, enhancing the IT support process by enabling sophisticated search and response capabilities via Sla

Execute Workflow Trigger, HTTP Request
Web Scraping

twenty-sync. Uses executeWorkflowTrigger, httpRequest. Event-driven trigger; 6 nodes.

Execute Workflow Trigger, HTTP Request
Web Scraping

This workflow converts an HTML string into a polished PDF file using the powerful open-source Gotenberg service. It's designed to be a reusable utility in your automation stack. Receives Input: The wo

HTTP Request, Execute Workflow Trigger