{
  "active": false,
  "connections": {
    "Embeddings OpenAI": {
      "ai_embedding": [
        [
          {
            "node": "Pinecone Vector Store",
            "type": "ai_embedding",
            "index": 0
          }
        ]
      ]
    },
    "Default Data Loader": {
      "ai_document": [
        [
          {
            "node": "Pinecone Vector Store",
            "type": "ai_document",
            "index": 0
          }
        ]
      ]
    },
    "Recursive Character Text Splitter": {
      "ai_textSplitter": [
        [
          {
            "node": "Default Data Loader",
            "type": "ai_textSplitter",
            "index": 0
          }
        ]
      ]
    },
    "Loop Over Items": {
      "main": [
        [
          {
            "node": "Extract main content",
            "type": "main",
            "index": 0
          }
        ],
        [
          {
            "node": "Get pages listed in the sitemap",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Turn the URL array into multiple items": {
      "main": [
        [
          {
            "node": "Loop Over Items",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Wait 5 seconds": {
      "main": [
        [
          {
            "node": "Loop Over Items",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Get pages listed in the sitemap": {
      "main": [
        [
          {
            "node": "Wait 5 seconds",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Chat Trigger": {
      "main": [
        [
          {
            "node": "Question and Answer Chain",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "OpenAI Model": {
      "ai_languageModel": [
        [
          {
            "node": "Question and Answer Chain",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "Vector Store Retriever": {
      "ai_retriever": [
        [
          {
            "node": "Question and Answer Chain",
            "type": "ai_retriever",
            "index": 0
          }
        ]
      ]
    },
    "Embeddings OpenAI2": {
      "ai_embedding": [
        [
          {
            "node": "Pinecone Vector Store2",
            "type": "ai_embedding",
            "index": 0
          }
        ]
      ]
    },
    "Aggregate": {
      "main": [
        [
          {
            "node": "Pinecone Vector Store",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Pinecone Vector Store2": {
      "ai_vectorStore": [
        [
          {
            "node": "Vector Store Retriever",
            "type": "ai_vectorStore",
            "index": 0
          }
        ]
      ]
    },
    "Start the workflow by clicking \"Test workflow\"": {
      "main": [
        [
          {
            "node": "Get sitemap",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Extract main content": {
      "main": [
        [
          {
            "node": "Aggregate",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Markdown": {
      "main": [
        [
          {
            "node": "Turn the URL array into multiple items",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Get sitemap": {
      "main": [
        [
          {
            "node": "Markdown",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  },
  "createdAt": "2024-12-18T19:34:04.720Z",
  "id": "h2caRepzzfzRp2GA",
  "meta": null,
  "name": "RAG+URL",
  "nodes": [
    {
      "parameters": {
        "model": "text-embedding-3-large",
        "options": {}
      },
      "id": "810c4681-3ca0-4328-a646-6047fe8f167a",
      "name": "Embeddings OpenAI",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "typeVersion": 1,
      "position": [
        2380,
        560
      ],
      "credentials": {
        "openAiApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "options": {}
      },
      "id": "94d14ae2-b041-4194-a0d0-bc759c5ee501",
      "name": "Default Data Loader",
      "type": "@n8n/n8n-nodes-langchain.documentDefaultDataLoader",
      "typeVersion": 1,
      "position": [
        2560,
        480
      ]
    },
    {
      "parameters": {
        "chunkOverlap": 40,
        "options": {
          "splitCode": "markdown"
        }
      },
      "id": "02a970dc-06d5-4d88-8dc9-48772fcd5224",
      "name": "Recursive Character Text Splitter",
      "type": "@n8n/n8n-nodes-langchain.textSplitterRecursiveCharacterTextSplitter",
      "typeVersion": 1,
      "position": [
        2600,
        680
      ]
    },
    {
      "parameters": {
        "batchSize": 10,
        "options": {
          "reset": false
        }
      },
      "id": "db34e8f1-e29e-439e-9df4-44832694e1e6",
      "name": "Loop Over Items",
      "type": "n8n-nodes-base.splitInBatches",
      "typeVersion": 3,
      "position": [
        1460,
        560
      ]
    },
    {
      "parameters": {
        "model": {
          "__rl": true,
          "value": "gpt-4o",
          "mode": "list",
          "cachedResultName": "gpt-4o"
        },
        "options": {}
      },
      "id": "c625beba-de2f-4efc-b9fc-0634ab4cb1e6",
      "name": "OpenAI Model",
      "type": "@n8n/n8n-nodes-langchain.lmOpenAi",
      "typeVersion": 1,
      "position": [
        380,
        820
      ],
      "credentials": {
        "openAiApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "fieldToSplitOut": "data",
        "include": "allOtherFields",
        "options": {
          "destinationFieldName": "split"
        }
      },
      "id": "cbed6346-9fad-4704-b479-e8e5643a8878",
      "name": "Turn the URL array into multiple items",
      "type": "n8n-nodes-base.splitOut",
      "typeVersion": 1,
      "position": [
        1060,
        260
      ],
      "alwaysOutputData": true,
      "onError": "continueRegularOutput"
    },
    {
      "parameters": {},
      "id": "9d43fd2c-3373-459d-9be9-f3b20ef3844e",
      "name": "Wait 5 seconds",
      "type": "n8n-nodes-base.wait",
      "typeVersion": 1.1,
      "position": [
        1980,
        580
      ]
    },
    {
      "parameters": {
        "url": "={{ $('Markdown').item.json.markdown }}",
        "options": {}
      },
      "id": "73d00dc1-0798-4597-8e24-fcfcf34bfb06",
      "name": "Get pages listed in the sitemap",
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 4.2,
      "position": [
        1720,
        580
      ]
    },
    {
      "parameters": {},
      "id": "6637c527-a4b0-4727-97a1-9fd2012d4596",
      "name": "Chat Trigger",
      "type": "@n8n/n8n-nodes-langchain.chatTrigger",
      "typeVersion": 1,
      "position": [
        80,
        600
      ]
    },
    {
      "parameters": {
        "promptType": "define",
        "text": "={{ $('Chat Trigger').item.json.chatInput }}",
        "options": {}
      },
      "id": "7f13e377-75c7-4ab8-af6b-1fe1af716d36",
      "name": "Question and Answer Chain",
      "type": "@n8n/n8n-nodes-langchain.chainRetrievalQa",
      "typeVersion": 1.3,
      "position": [
        420,
        600
      ]
    },
    {
      "parameters": {
        "topK": 10
      },
      "id": "6e5d8de3-c18e-4296-990e-b591952941af",
      "name": "Vector Store Retriever",
      "type": "@n8n/n8n-nodes-langchain.retrieverVectorStore",
      "typeVersion": 1,
      "position": [
        620,
        800
      ]
    },
    {
      "parameters": {
        "model": "text-embedding-3-large",
        "options": {}
      },
      "id": "5d19c787-3340-4af4-ac6f-881997bded7c",
      "name": "Embeddings OpenAI2",
      "type": "@n8n/n8n-nodes-langchain.embeddingsOpenAi",
      "typeVersion": 1,
      "position": [
        920,
        1220
      ],
      "credentials": {
        "openAiApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "fieldsToAggregate": {
          "fieldToAggregate": [
            {
              "fieldToAggregate": "content"
            }
          ]
        },
        "options": {}
      },
      "id": "fcd393fd-8398-4274-9571-5de641271a09",
      "name": "Aggregate",
      "type": "n8n-nodes-base.aggregate",
      "typeVersion": 1,
      "position": [
        2200,
        260
      ]
    },
    {
      "parameters": {
        "mode": "insert",
        "pineconeIndex": {
          "__rl": true,
          "value": "uspto",
          "mode": "list",
          "cachedResultName": "uspto"
        },
        "options": {
          "clearNamespace": true,
          "pineconeNamespace": "biolaw-web-scraper"
        }
      },
      "id": "965eb017-bc26-4a30-b97c-f60fd8831dcf",
      "name": "Pinecone Vector Store",
      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
      "typeVersion": 1,
      "position": [
        2460,
        260
      ],
      "credentials": {
        "pineconeApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {
        "pineconeIndex": {
          "__rl": true,
          "value": "uspto",
          "mode": "list",
          "cachedResultName": "uspto"
        },
        "options": {
          "pineconeNamespace": "test-web-scraper"
        }
      },
      "id": "a83ff201-128b-4eef-9193-1e661fb700a2",
      "name": "Pinecone Vector Store2",
      "type": "@n8n/n8n-nodes-langchain.vectorStorePinecone",
      "typeVersion": 1,
      "position": [
        720,
        1020
      ],
      "credentials": {
        "pineconeApi": {
          "name": "<your credential>"
        }
      }
    },
    {
      "parameters": {},
      "id": "2f534bff-8ab9-4081-ac30-f5f13b0ba78e",
      "name": "Start the workflow by clicking \"Test workflow\"",
      "type": "n8n-nodes-base.manualTrigger",
      "typeVersion": 1,
      "position": [
        100,
        260
      ]
    },
    {
      "parameters": {
        "operation": "extractHtmlContent",
        "extractionValues": {
          "values": [
            {
              "key": "content",
              "cssSelector": ".md-content",
              "returnValue": "html"
            }
          ]
        },
        "options": {
          "trimValues": true,
          "cleanUpText": true
        }
      },
      "id": "06f89741-d2a8-4453-8e07-e485b9b04c67",
      "name": "Extract main content",
      "type": "n8n-nodes-base.html",
      "typeVersion": 1.2,
      "position": [
        1920,
        260
      ]
    },
    {
      "parameters": {
        "html": "={{ $json.data }}",
        "destinationKey": "markdown",
        "options": {
          "ignore": "",
          "useLinkReferenceDefinitions": false
        }
      },
      "type": "n8n-nodes-base.markdown",
      "typeVersion": 1,
      "position": [
        760,
        260
      ],
      "id": "96687f86-28ad-4f82-822e-f8786141ecab",
      "name": "Markdown"
    },
    {
      "parameters": {
        "url": "https://www.aa.org",
        "options": {}
      },
      "id": "822da359-842c-4dee-b587-f91e6358dde0",
      "name": "Get sitemap",
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 4.2,
      "position": [
        440,
        260
      ]
    }
  ],
  "settings": {
    "executionOrder": "v1"
  },
  "staticData": null,
  "tags": [],
  "triggerCount": 0,
  "updatedAt": "2025-04-20T08:12:45.000Z",
  "versionId": "6bd0bb36-134e-4792-acc5-ff06ab556b67"
}