{
  "id": "TApiWf43Pinecone01",
  "name": "Channel → Pinecone RAG Ingestion (TranscriptAPI)",
  "nodes": [
    {
      "parameters": {},
      "id": "43434343-4343-4343-8343-434343434301",
      "name": "Start",
      "type": "n8n-nodes-base.manualTrigger",
      "typeVersion": 1,
      "position": [
        -320,
        0
      ]
    },
    {
      "parameters": {
        "assignments": {
          "assignments": [
            {
              "id": "43434343-4343-4343-8343-4343434343a1",
              "name": "channel",
              "value": "REPLACE_WITH_CHANNEL_HANDLE_OR_ID",
              "type": "string"
            }
          ]
        },
        "options": {}
      },
      "id": "43434343-4343-4343-8343-434343434302",
      "name": "Set Channel",
      "type": "n8n-nodes-base.set",
      "typeVersion": 3.4,
      "position": [
        -100,
        0
      ]
    },
    {
      "parameters": {
        "url": "https://transcriptapi.com/api/v2/youtube/channel/resolve",
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth",
        "sendQuery": true,
        "queryParameters": {
          "parameters": [
            {
              "name": "input",
              "value": "={{ $json.channel }}"
            }
          ]
        },
        "options": {}
      },
      "id": "43434343-4343-4343-8343-434343434303",
      "name": "Resolve Channel",
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 4.2,
      "position": [
        120,
        0
      ],
      "credentials": {
        "httpHeaderAuth": {
          "id": "REPLACE_TRANSCRIPTAPI_CRED_ID",
          "name": "TranscriptAPI - Authorization Bearer"
        }
      }
    },
    {
      "parameters": {
        "url": "https://transcriptapi.com/api/v2/youtube/channel/videos",
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth",
        "sendQuery": true,
        "queryParameters": {
          "parameters": [
            {
              "name": "channel",
              "value": "={{ $json.channel_id }}"
            }
          ]
        },
        "options": {}
      },
      "id": "43434343-4343-4343-8343-434343434304",
      "name": "List Channel Videos",
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 4.2,
      "position": [
        340,
        0
      ],
      "credentials": {
        "httpHeaderAuth": {
          "id": "REPLACE_TRANSCRIPTAPI_CRED_ID",
          "name": "TranscriptAPI - Authorization Bearer"
        }
      }
    },
    {
      "parameters": {
        "jsCode": "const data = $input.first().json;\nreturn (data.results || []).map((v) => ({ json: { videoId: v.videoId, videoTitle: v.title || null, videoUrl: 'https://www.youtube.com/watch?v=' + v.videoId } }));"
      },
      "id": "43434343-4343-4343-8343-434343434305",
      "name": "Extract Video List",
      "type": "n8n-nodes-base.code",
      "typeVersion": 2,
      "position": [
        560,
        0
      ]
    },
    {
      "parameters": {
        "maxItems": 3
      },
      "id": "43434343-4343-4343-8343-434343434306",
      "name": "Keep First 3",
      "type": "n8n-nodes-base.limit",
      "typeVersion": 1,
      "position": [
        780,
        0
      ]
    },
    {
      "parameters": {
        "url": "https://transcriptapi.com/api/v2/youtube/transcript",
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth",
        "sendQuery": true,
        "queryParameters": {
          "parameters": [
            {
              "name": "video_url",
              "value": "={{ $json.videoUrl }}"
            },
            {
              "name": "format",
              "value": "json"
            },
            {
              "name": "send_metadata",
              "value": "true"
            }
          ]
        },
        "options": {}
      },
      "id": "43434343-4343-4343-8343-434343434307",
      "name": "Get Transcript (TranscriptAPI)",
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 4.2,
      "position": [
        1000,
        0
      ],
      "credentials": {
        "httpHeaderAuth": {
          "id": "REPLACE_TRANSCRIPTAPI_CRED_ID",
          "name": "TranscriptAPI - Authorization Bearer"
        }
      },
      "onError": "continueRegularOutput"
    },
    {
      "parameters": {
        "jsCode": "// Chunk each transcript into ~200-word overlapping passages with metadata.\nconst CHUNK_WORDS = 200, OVERLAP = 30; const out = [];\nfor (const item of $input.all()) {\n  const d = item.json; const seg = Array.isArray(d.transcript) ? d.transcript : [];\n  if (seg.length === 0) continue;\n  const meta = d.metadata || {}; const vid = d.video_id;\n  const words = seg.map((s) => s.text).join(' ').split(' ').filter((w) => w.length > 0);\n  const step = Math.max(1, CHUNK_WORDS - OVERLAP); const chunks = [];\n  for (let i = 0; i < words.length; i += step) {\n    chunks.push(words.slice(i, i + CHUNK_WORDS).join(' '));\n    if (i + CHUNK_WORDS >= words.length) break;\n  }\n  chunks.forEach((text, idx) => out.push({ json: {\n    id: vid + '-' + idx, text,\n    metadata: { video_id: vid, video_title: meta.title || null, video_url: 'https://www.youtube.com/watch?v=' + vid, chunk_index: idx },\n  } }));\n}\nreturn out;"
      },
      "id": "43434343-4343-4343-8343-434343434308",
      "name": "Chunk for RAG",
      "type": "n8n-nodes-base.code",
      "typeVersion": 2,
      "position": [
        1220,
        0
      ]
    },
    {
      "parameters": {
        "method": "POST",
        "url": "https://api.openai.com/v1/embeddings",
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth",
        "sendBody": true,
        "specifyBody": "json",
        "jsonBody": "={{ JSON.stringify({ model: 'text-embedding-3-small', input: $json.text }) }}",
        "options": {}
      },
      "id": "43434343-4343-4343-8343-434343434309",
      "name": "Generate Embedding (OpenAI)",
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 4.2,
      "position": [
        1440,
        0
      ],
      "credentials": {
        "httpHeaderAuth": {
          "id": "REPLACE_OPENAI_CRED_ID",
          "name": "OpenAI - Authorization Bearer"
        }
      }
    },
    {
      "parameters": {
        "method": "POST",
        "url": "https://REPLACE_WITH_PINECONE_INDEX_HOST/vectors/upsert",
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth",
        "sendBody": true,
        "specifyBody": "json",
        "jsonBody": "={{ JSON.stringify({ vectors: [ { id: $('Chunk for RAG').item.json.id, values: ($json.data && $json.data[0] && $json.data[0].embedding) || [], metadata: Object.assign({}, $('Chunk for RAG').item.json.metadata, { text: $('Chunk for RAG').item.json.text }) } ] }) }}",
        "options": {}
      },
      "id": "43434343-4343-4343-8343-434343434310",
      "name": "Upsert to Pinecone",
      "type": "n8n-nodes-base.httpRequest",
      "typeVersion": 4.2,
      "position": [
        1660,
        0
      ],
      "credentials": {
        "httpHeaderAuth": {
          "id": "REPLACE_PINECONE_CRED_ID",
          "name": "Pinecone - Api-Key"
        }
      }
    }
  ],
  "connections": {
    "Start": {
      "main": [
        [
          {
            "node": "Set Channel",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Set Channel": {
      "main": [
        [
          {
            "node": "Resolve Channel",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Resolve Channel": {
      "main": [
        [
          {
            "node": "List Channel Videos",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "List Channel Videos": {
      "main": [
        [
          {
            "node": "Extract Video List",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Extract Video List": {
      "main": [
        [
          {
            "node": "Keep First 3",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Keep First 3": {
      "main": [
        [
          {
            "node": "Get Transcript (TranscriptAPI)",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Get Transcript (TranscriptAPI)": {
      "main": [
        [
          {
            "node": "Chunk for RAG",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Chunk for RAG": {
      "main": [
        [
          {
            "node": "Generate Embedding (OpenAI)",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "Generate Embedding (OpenAI)": {
      "main": [
        [
          {
            "node": "Upsert to Pinecone",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  },
  "active": false,
  "settings": {
    "executionOrder": "v1"
  },
  "pinData": {}
}