Affinage avec des modèles OpenAI

Intermédiaire

Ceci est unAIworkflow d'automatisation du domainecontenant 9 nœuds.Utilise principalement des nœuds comme GoogleDrive, HttpRequest, ManualTrigger, Agent, OpenAi, combinant la technologie d'intelligence artificielle pour une automatisation intelligente. Micro-ajustement automatisé de bout en bout des modèles OpenAI avec intégration Google Drive

Prérequis
  • Informations d'identification Google Drive API
  • Peut nécessiter les informations d'identification d'authentification de l'API cible
  • Clé API OpenAI
Aperçu du workflow
Visualisation des connexions entre les nœuds, avec support du zoom et du déplacement
Exporter le workflow
Copiez la configuration JSON suivante dans n8n pour importer et utiliser ce workflow
{
  "id": "gAzsjTGbfWuvAObi",
  "meta": {
    "instanceId": "a4bfc93e975ca233ac45ed7c9227d84cf5a2329310525917adaf3312e10d5462",
    "templateCredsSetupCompleted": true
  },
  "name": "Fine-tuning with OpenAI models",
  "tags": [
    {
      "id": "2VG6RbmUdJ2VZbrj",
      "name": "Google Drive",
      "createdAt": "2024-12-04T16:50:56.177Z",
      "updatedAt": "2024-12-04T16:50:56.177Z"
    },
    {
      "id": "paTcf5QZDJsC2vKY",
      "name": "OpenAI",
      "createdAt": "2024-12-04T16:52:10.768Z",
      "updatedAt": "2024-12-04T16:52:10.768Z"
    }
  ],
  "nodes": [
    {
      "id": "ff65c2db-6a94-4e56-a10c-2538c9617df6",
      "name": "Lors du clic sur 'Tester le workflow'",
      "type": "n8n-nodes-base.manualTrigger",
      "position": [
        220,
        320
      ],
      "parameters": {},
      "typeVersion": 1
    },
    {
      "id": "208fc618-0543-4552-bd65-9c808c879d88",
      "name": "Google Drive",
      "type": "n8n-nodes-base.googleDrive",
      "position": [
        440,
        320
      ],
      "parameters": {
        "fileId": {
          "__rl": true,
          "mode": "list",
          "value": "1wvlEcbxFIENvqL-bACzlLEfy5gA6uF9J",
          "cachedResultUrl": "https://drive.google.com/file/d/1wvlEcbxFIENvqL-bACzlLEfy5gA6uF9J/view?usp=drivesdk",
          "cachedResultName": "test_fine_tuning.jsonl"
        },
        "options": {
          "binaryPropertyName": "data.jsonl",
          "googleFileConversion": {
            "conversion": {
              "docsToFormat": "application/pdf"
            }
          }
        },
        "operation": "download"
      },
      "credentials": {
        "googleDriveOAuth2Api": {
          "id": "HEy5EuZkgPZVEa9w",
          "name": "Google Drive account"
        }
      },
      "typeVersion": 3
    },
    {
      "id": "3580d925-c8c9-446f-bfa4-faae5ed3f44a",
      "name": "Agent IA",
      "type": "@n8n/n8n-nodes-langchain.agent",
      "position": [
        500,
        800
      ],
      "parameters": {
        "options": {}
      },
      "typeVersion": 1.7
    },
    {
      "id": "d309da46-c44e-47b7-bb46-5ee6fe7e6964",
      "name": "À la réception d'un message de chat",
      "type": "@n8n/n8n-nodes-langchain.chatTrigger",
      "position": [
        220,
        800
      ],
      "webhookId": "88151d03-e7f5-4c9a-8190-7cff8e849ca2",
      "parameters": {
        "options": {}
      },
      "typeVersion": 1.1
    },
    {
      "id": "84b896f7-d1dd-4485-a088-3c7f8154a406",
      "name": "OpenAI Modèle de Chat",
      "type": "@n8n/n8n-nodes-langchain.lmChatOpenAi",
      "position": [
        380,
        1000
      ],
      "parameters": {
        "model": "ft:gpt-4o-mini-2024-07-18:n3w-italia::AsVfsl7B",
        "options": {}
      },
      "credentials": {
        "openAiApi": {
          "id": "CDX6QM4gLYanh0P4",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.1
    },
    {
      "id": "3bff93e4-70c3-48c7-b0b3-d2a9881689c4",
      "name": "Note adhésive 1",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        220,
        560
      ],
      "parameters": {
        "width": 556.5145228215765,
        "height": 211.35269709543567,
        "content": "# Step 2\n\nOnce the .jsonl file for training is uploaded (See the entire process here.: https://platform.openai.com/finetune/), a \"new model\" will be created and made available via your API. OpenAI will automatically train it based on the uploaded .jsonl file. If the training is successful, the new model will be accessible via API.\n\neg. ft:gpt-4o-mini-2024-07-18:n3w-italia::XXXXX7B"
      },
      "typeVersion": 1
    },
    {
      "id": "ea67edd7-986d-47cd-bc1a-5df49851e27b",
      "name": "Note adhésive 2",
      "type": "n8n-nodes-base.stickyNote",
      "position": [
        220,
        -5.676348547717737
      ],
      "parameters": {
        "width": 777.3941908713687,
        "height": 265.161825726141,
        "content": "# Step 1\n\nCreate the training file .jsonl with the following syntax and upload it to Drive.\n\n{\"messages\": [{\"role\": \"system\", \"content\": \"You are an experienced and helpful travel assistant.\"}, {\"role\": \"user\", \"content\": \"What documents are needed to travel to the United States?\"}, {\"role\": \"assistant\", \"content\": \"To travel to the United States, you will need a valid passport and an ESTA authorization, which you can apply for online. Make sure to check the specific requirements based on your nationality.\"}]}\n....\n\nThe file will be uploaded here: https://platform.openai.com/storage/files\n\n"
      },
      "typeVersion": 1
    },
    {
      "id": "87df3b85-01ac-41db-b5b6-a236871fa4e2",
      "name": "Téléverser un fichier",
      "type": "@n8n/n8n-nodes-langchain.openAi",
      "position": [
        660,
        320
      ],
      "parameters": {
        "options": {
          "purpose": "fine-tune"
        },
        "resource": "file",
        "binaryPropertyName": "data.jsonl"
      },
      "credentials": {
        "openAiApi": {
          "id": "CDX6QM4gLYanh0P4",
          "name": "OpenAi account"
        }
      },
      "typeVersion": 1.8
    },
    {
      "id": "c8ec10d4-ff83-461f-94ac-45b68d298276",
      "name": "Créer une tâche d'affinage",
      "type": "n8n-nodes-base.httpRequest",
      "position": [
        900,
        320
      ],
      "parameters": {
        "url": "https://api.openai.com/v1/fine_tuning/jobs",
        "method": "POST",
        "options": {},
        "jsonBody": "={\n  \"training_file\": \"{{ $json.id }}\",\n  \"model\": \"gpt-4o-mini-2024-07-18\"\n} ",
        "sendBody": true,
        "sendHeaders": true,
        "specifyBody": "json",
        "authentication": "genericCredentialType",
        "genericAuthType": "httpHeaderAuth",
        "headerParameters": {
          "parameters": [
            {
              "name": "Content-Type",
              "value": "application/json"
            }
          ]
        }
      },
      "credentials": {
        "httpHeaderAuth": {
          "id": "0WeSLPyZXOxqMuzn",
          "name": "OpenAI API"
        }
      },
      "typeVersion": 4.2
    }
  ],
  "active": false,
  "pinData": {},
  "settings": {
    "executionOrder": "v1"
  },
  "versionId": "a4aa95f5-132b-4aa3-a7f5-3bb316e00133",
  "connections": {
    "87df3b85-01ac-41db-b5b6-a236871fa4e2": {
      "main": [
        [
          {
            "node": "c8ec10d4-ff83-461f-94ac-45b68d298276",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "208fc618-0543-4552-bd65-9c808c879d88": {
      "main": [
        [
          {
            "node": "87df3b85-01ac-41db-b5b6-a236871fa4e2",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "84b896f7-d1dd-4485-a088-3c7f8154a406": {
      "ai_languageModel": [
        [
          {
            "node": "3580d925-c8c9-446f-bfa4-faae5ed3f44a",
            "type": "ai_languageModel",
            "index": 0
          }
        ]
      ]
    },
    "d309da46-c44e-47b7-bb46-5ee6fe7e6964": {
      "main": [
        [
          {
            "node": "3580d925-c8c9-446f-bfa4-faae5ed3f44a",
            "type": "main",
            "index": 0
          }
        ]
      ]
    },
    "ff65c2db-6a94-4e56-a10c-2538c9617df6": {
      "main": [
        [
          {
            "node": "208fc618-0543-4552-bd65-9c808c879d88",
            "type": "main",
            "index": 0
          }
        ]
      ]
    }
  }
}
Foire aux questions

Comment utiliser ce workflow ?

Copiez le code de configuration JSON ci-dessus, créez un nouveau workflow dans votre instance n8n et sélectionnez "Importer depuis le JSON", collez la configuration et modifiez les paramètres d'authentification selon vos besoins.

Dans quelles scénarios ce workflow est-il adapté ?

Intermédiaire - Intelligence Artificielle

Est-ce payant ?

Ce workflow est entièrement gratuit et peut être utilisé directement. Veuillez noter que les services tiers utilisés dans le workflow (comme l'API OpenAI) peuvent nécessiter un paiement de votre part.

Informations sur le workflow
Niveau de difficulté
Intermédiaire
Nombre de nœuds9
Catégorie1
Types de nœuds8
Description de la difficulté

Adapté aux utilisateurs expérimentés, avec des workflows de complexité moyenne contenant 6-15 nœuds

Auteur

Full-stack Web Developer based in Italy specialising in Marketing & AI-powered automations. For business enquiries, send me an email at info@n3w.it or add me on Linkedin.com/in/davideboizza

Liens externes
Voir sur n8n.io

Partager ce workflow

Catégories

Catégories: 34