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Automatisation du suivi des projets pour garantir la livraison dans les délais

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Le succès d’un projet dépend de la capacité à suivre l’avancement des tâches, à respecter les deadlines et à communiquer efficacement au sein de l’équipe. L’automatisation permet de répartir les tâches, de générer des rappels et d’envoyer des alertes en cas de retard. Ce guide détaille les meilleurs outils collaboratifs, les intégrations avec les calendriers professionnels, et propose des méthodes concrètes pour motiver les équipes et assurer la réussite de chaque projet, quelle que soit sa taille.

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					{
    "name": "Automate responses to business emails with ChatGPT and Google Sheets",
    "flow": [
        {
            "id": 1,
            "module": "email:TriggerNewEmail",
            "version": 7,
            "parameters": {
                "to": "",
                "from": "",
                "text": "",
                "folder": "INBOX",
                "subject": "",
                "criteria": "UNSEEN",
                "markSeen": false,
                "maxResults": 1
            },
            "mapper": {},
            "metadata": {
                "designer": {
                    "x": 0,
                    "y": 0
                },
                "restore": {
                    "parameters": {
                        "folder": {
                            "path": [
                                "INBOX"
                            ]
                        },
                        "account": {
                            "data": {
                                "scoped": "true",
                                "connection": "google-restricted"
                            },
                            "label": "My Google Restricted connection (l.govender@make.com)"
                        },
                        "criteria": {
                            "label": "Only Unread emails"
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "account",
                        "type": "account:imap,google-restricted,microsoft-smtp-imap",
                        "label": "Connection"
                    },
                    {
                        "name": "criteria",
                        "type": "select",
                        "label": "Criteria",
                        "validate": {
                            "enum": [
                                "ALL",
                                "SEEN",
                                "UNSEEN"
                            ]
                        }
                    },
                    {
                        "name": "from",
                        "type": "email",
                        "label": "Sender email address"
                    },
                    {
                        "name": "to",
                        "type": "email",
                        "label": "Recipient email address"
                    },
                    {
                        "name": "subject",
                        "type": "text",
                        "label": "Subject"
                    },
                    {
                        "name": "text",
                        "type": "text",
                        "label": "Phrase"
                    },
                    {
                        "name": "markSeen",
                        "type": "boolean",
                        "label": "Mark message(s) as read when fetched"
                    },
                    {
                        "name": "maxResults",
                        "type": "number",
                        "label": "Maximum number of results"
                    },
                    {
                        "name": "folder",
                        "type": "folder",
                        "label": "Folder",
                        "required": true
                    }
                ]
            }
        },
        {
            "id": 2,
            "module": "openai-gpt-3:CreateCompletion",
            "version": 1,
            "parameters": {},
            "mapper": {
                "model": "text-davinci-003",
                "top_p": "1",
                "select": "chat",
                "messages": [
                    {
                        "role": "user",
                        "content": "Please categorize the following email '{{1.text}}' into one of these categories:n- Inquiry/Requestsn- Complaints/Issuesn- Job Applications/ResumesnnOnly output the category and no other text."
                    }
                ],
                "max_tokens": "1000",
                "temperature": "1",
                "n_completions": "1",
                "response_format": "text"
            },
            "metadata": {
                "designer": {
                    "x": 300,
                    "y": 0
                },
                "restore": {
                    "expect": {
                        "stop": {
                            "mode": "chose"
                        },
                        "model": {
                            "mode": "chose",
                            "label": "text-davinci-003"
                        },
                        "select": {
                            "label": "Create a Chat Completion (GPT and o1 models)"
                        },
                        "messages": {
                            "mode": "chose",
                            "items": [
                                {
                                    "role": {
                                        "mode": "chose",
                                        "label": "User"
                                    }
                                }
                            ]
                        },
                        "logit_bias": {
                            "mode": "chose"
                        },
                        "response_format": {
                            "mode": "chose",
                            "label": "Text"
                        },
                        "additionalParameters": {
                            "mode": "chose"
                        }
                    },
                    "parameters": {
                        "__IMTCONN__": {
                            "data": {
                                "scoped": "true",
                                "connection": "openai-gpt-3"
                            },
                            "label": "My OpenAI connection"
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "__IMTCONN__",
                        "type": "account:openai-gpt-3",
                        "label": "Connection",
                        "required": true
                    }
                ],
                "expect": [
                    {
                        "name": "select",
                        "type": "select",
                        "label": "Select Method",
                        "required": true,
                        "validate": {
                            "enum": [
                                "chat",
                                "prompt"
                            ]
                        }
                    },
                    {
                        "name": "temperature",
                        "type": "number",
                        "label": "Temperature",
                        "validate": {
                            "max": 2,
                            "min": 0
                        }
                    },
                    {
                        "name": "top_p",
                        "type": "number",
                        "label": "Top P",
                        "validate": {
                            "max": 1,
                            "min": 0
                        }
                    },
                    {
                        "name": "n_completions",
                        "type": "number",
                        "label": "Number"
                    },
                    {
                        "name": "frequency_penalty",
                        "type": "number",
                        "label": "Frequency Penalty",
                        "validate": {
                            "max": 2,
                            "min": -2
                        }
                    },
                    {
                        "name": "presence_penalty",
                        "type": "number",
                        "label": "Presence Penalty",
                        "validate": {
                            "max": 2,
                            "min": -2
                        }
                    },
                    {
                        "name": "logit_bias",
                        "spec": {
                            "name": "value",
                            "spec": [
                                {
                                    "name": "token",
                                    "type": "text",
                                    "label": "Token ID",
                                    "required": true
                                },
                                {
                                    "name": "probability",
                                    "type": "number",
                                    "label": "Probability",
                                    "required": true,
                                    "validate": {
                                        "max": 100,
                                        "min": -100
                                    }
                                }
                            ],
                            "type": "collection",
                            "label": "Token Probability"
                        },
                        "type": "array",
                        "label": "Token Probability"
                    },
                    {
                        "name": "seed",
                        "type": "integer",
                        "label": "Seed"
                    },
                    {
                        "name": "stop",
                        "spec": {
                            "name": "value",
                            "type": "text",
                            "label": "Stop Sequence"
                        },
                        "type": "array",
                        "label": "Stop Sequences",
                        "validate": {
                            "maxItems": 4
                        }
                    },
                    {
                        "name": "additionalParameters",
                        "spec": {
                            "name": "value",
                            "spec": [
                                {
                                    "name": "key",
                                    "type": "text",
                                    "label": "Parameter Name",
                                    "required": true
                                },
                                {
                                    "name": "type",
                                    "type": "select",
                                    "label": "Input Type",
                                    "options": [
                                        {
                                            "label": "Text",
                                            "value": "text",
                                            "nested": [
                                                {
                                                    "name": "value",
                                                    "type": "text",
                                                    "label": "Parameter Value"
                                                }
                                            ],
                                            "default": true
                                        },
                                        {
                                            "label": "Number",
                                            "value": "number",
                                            "nested": [
                                                {
                                                    "name": "value",
                                                    "type": "number",
                                                    "label": "Parameter Value"
                                                }
                                            ]
                                        },
                                        {
                                            "label": "Boolean",
                                            "value": "boolean",
                                            "nested": [
                                                {
                                                    "name": "value",
                                                    "type": "boolean",
                                                    "label": "Parameter Value"
                                                }
                                            ]
                                        },
                                        {
                                            "label": "Date",
                                            "value": "date",
                                            "nested": [
                                                {
                                                    "name": "value",
                                                    "type": "date",
                                                    "label": "Parameter Value"
                                                }
                                            ]
                                        },
                                        {
                                            "label": "Any",
                                            "value": "any",
                                            "nested": [
                                                {
                                                    "name": "value",
                                                    "type": "any",
                                                    "label": "Parameter Value"
                                                }
                                            ]
                                        }
                                    ]
                                }
                            ],
                            "type": "collection",
                            "label": "Input Parameter"
                        },
                        "type": "array",
                        "label": "Other Input Parameters"
                    },
                    {
                        "name": "model",
                        "type": "select",
                        "label": "Model",
                        "required": true
                    },
                    {
                        "name": "max_tokens",
                        "type": "uinteger",
                        "label": "Max Completion Tokens"
                    },
                    {
                        "name": "messages",
                        "spec": {
                            "name": "value",
                            "spec": [
                                {
                                    "name": "role",
                                    "type": "select",
                                    "label": "Role",
                                    "options": {
                                        "store": [
                                            {
                                                "label": "User",
                                                "value": "user",
                                                "nested": [
                                                    {
                                                        "help": "Text content of the message on behalf of the selected __Role__.",
                                                        "name": "content",
                                                        "type": "text",
                                                        "label": "Text Content"
                                                    }
                                                ]
                                            },
                                            {
                                                "label": "Assistant",
                                                "value": "assistant",
                                                "nested": [
                                                    {
                                                        "help": "Text content of the message on behalf of the selected __Role__.",
                                                        "name": "content",
                                                        "type": "text",
                                                        "label": "Text Content"
                                                    }
                                                ]
                                            },
                                            {
                                                "label": "Developer / System",
                                                "value": "system",
                                                "nested": [
                                                    {
                                                        "help": "Text content of the message on behalf of the selected __Role__.",
                                                        "name": "content",
                                                        "type": "text",
                                                        "label": "Text Content"
                                                    }
                                                ]
                                            }
                                        ]
                                    },
                                    "required": true
                                }
                            ],
                            "type": "collection",
                            "label": "Message"
                        },
                        "type": "array",
                        "label": "Messages",
                        "required": true
                    },
                    {
                        "name": "response_format",
                        "type": "select",
                        "label": "Response Format",
                        "validate": {
                            "enum": [
                                "text",
                                "json_object"
                            ]
                        }
                    }
                ],
                "interface": [
                    {
                        "name": "result",
                        "type": "any",
                        "label": "Result"
                    },
                    {
                        "name": "id",
                        "type": "text",
                        "label": "ID"
                    },
                    {
                        "name": "object",
                        "type": "text",
                        "label": "Object"
                    },
                    {
                        "name": "created",
                        "type": "date",
                        "label": "Created"
                    },
                    {
                        "name": "model",
                        "type": "text",
                        "label": "Model"
                    },
                    {
                        "name": "choices",
                        "spec": {
                            "spec": [
                                {
                                    "name": "text",
                                    "type": "text",
                                    "label": "Text"
                                },
                                {
                                    "name": "index",
                                    "type": "number",
                                    "label": "Index"
                                },
                                {
                                    "name": "logprobs",
                                    "type": "text",
                                    "label": "Log Probs"
                                },
                                {
                                    "name": "finish_reason",
                                    "type": "text",
                                    "label": "Finish Reason"
                                },
                                {
                                    "name": "message",
                                    "spec": [
                                        {
                                            "name": "role",
                                            "type": "text",
                                            "label": "Role"
                                        },
                                        {
                                            "name": "content",
                                            "type": "text",
                                            "label": "Content"
                                        },
                                        {
                                            "name": "refusal",
                                            "type": "text",
                                            "label": "Refusal"
                                        }
                                    ],
                                    "type": "collection",
                                    "label": "Message"
                                }
                            ],
                            "type": "collection"
                        },
                        "type": "array",
                        "label": "Choices"
                    },
                    {
                        "name": "usage",
                        "spec": [
                            {
                                "name": "prompt_tokens",
                                "type": "number",
                                "label": "Prompt Tokens"
                            },
                            {
                                "name": "completion_tokens",
                                "type": "text",
                                "label": "Completion Tokens"
                            },
                            {
                                "name": "total_tokens",
                                "type": "number",
                                "label": "Total Tokens"
                            },
                            {
                                "name": "prompt_tokens_details",
                                "spec": [
                                    {
                                        "name": "cached_tokens",
                                        "type": "uinteger",
                                        "label": "Cached Tokens"
                                    },
                                    {
                                        "name": "text_tokens",
                                        "type": "uinteger",
                                        "label": "Text Tokens"
                                    },
                                    {
                                        "name": "image_tokens",
                                        "type": "uinteger",
                                        "label": "Image Tokens"
                                    },
                                    {
                                        "name": "audio_tokens",
                                        "type": "uinteger",
                                        "label": "Audio Tokens"
                                    }
                                ],
                                "type": "collection",
                                "label": "Prompt Tokens Details"
                            },
                            {
                                "name": "completion_tokens_details",
                                "spec": [
                                    {
                                        "name": "reasoning_tokens",
                                        "type": "uinteger",
                                        "label": "Reasoning Tokens"
                                    },
                                    {
                                        "name": "text_tokens",
                                        "type": "uinteger",
                                        "label": "Text Tokens"
                                    },
                                    {
                                        "name": "audio_tokens",
                                        "type": "uinteger",
                                        "label": "Audio Tokens"
                                    },
                                    {
                                        "name": "accepted_prediction_tokens",
                                        "type": "uinteger",
                                        "label": "Accepted Prediction Tokens"
                                    },
                                    {
                                        "name": "rejected_prediction_tokens",
                                        "type": "uinteger",
                                        "label": "Rejected Prediction Tokens"
                                    }
                                ],
                                "type": "collection",
                                "label": "Completion Tokens Details"
                            }
                        ],
                        "type": "collection",
                        "label": "Usage"
                    },
                    {
                        "name": "service_tier",
                        "type": "text",
                        "label": "Service Tier"
                    },
                    {
                        "name": "system_fingerprint",
                        "type": "text",
                        "label": "System Fingerprint"
                    }
                ]
            }
        },
        {
            "id": 6,
            "module": "google-sheets:filterRows",
            "version": 2,
            "parameters": {},
            "mapper": {
                "from": "drive",
                "filter": [
                    [
                        {
                            "a": "A",
                            "b": "{{2.choices[].message.content}}",
                            "o": "text:equal:ci"
                        }
                    ]
                ],
                "sheetId": "Sheet1",
                "sortOrder": "asc",
                "spreadsheetId": "1UIoiaz5HSHUEgUyWzjorh2aqYjA5J7DGxB50bCB3dC4",
                "tableFirstRow": "A1:CZ1",
                "includesHeaders": true,
                "valueRenderOption": "FORMATTED_VALUE",
                "dateTimeRenderOption": "FORMATTED_STRING"
            },
            "metadata": {
                "designer": {
                    "x": 600,
                    "y": 0
                },
                "restore": {
                    "expect": {
                        "from": {
                            "label": "Select from My Drive"
                        },
                        "orderBy": {
                            "mode": "chose"
                        },
                        "sheetId": {
                            "mode": "chose",
                            "label": "Sheet1"
                        },
                        "sortOrder": {
                            "mode": "chose",
                            "label": "Ascending"
                        },
                        "spreadsheetId": {
                            "mode": "chose",
                            "label": "Business emails categories and prompts - template"
                        },
                        "tableFirstRow": {
                            "label": "A-CZ"
                        },
                        "includesHeaders": {
                            "mode": "chose",
                            "label": "Yes"
                        },
                        "valueRenderOption": {
                            "mode": "chose",
                            "label": "Formatted value"
                        },
                        "dateTimeRenderOption": {
                            "mode": "chose",
                            "label": "Formatted string"
                        }
                    },
                    "parameters": {
                        "__IMTCONN__": {
                            "data": {
                                "scoped": "true",
                                "connection": "google"
                            },
                            "label": "My Google connection (l.govender@make.com)"
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "__IMTCONN__",
                        "type": "account:google",
                        "label": "Connection",
                        "required": true
                    }
                ],
                "expect": [
                    {
                        "name": "from",
                        "type": "select",
                        "label": "Search Method",
                        "required": true,
                        "validate": {
                            "enum": [
                                "drive",
                                "share"
                            ]
                        }
                    },
                    {
                        "name": "valueRenderOption",
                        "type": "select",
                        "label": "Value render option",
                        "validate": {
                            "enum": [
                                "FORMATTED_VALUE",
                                "UNFORMATTED_VALUE",
                                "FORMULA"
                            ]
                        }
                    },
                    {
                        "name": "dateTimeRenderOption",
                        "type": "select",
                        "label": "Date and time render option",
                        "validate": {
                            "enum": [
                                "SERIAL_NUMBER",
                                "FORMATTED_STRING"
                            ]
                        }
                    },
                    {
                        "name": "limit",
                        "type": "uinteger",
                        "label": "Limit"
                    },
                    {
                        "name": "spreadsheetId",
                        "type": "select",
                        "label": "Spreadsheet ID",
                        "required": true
                    },
                    {
                        "name": "sheetId",
                        "type": "select",
                        "label": "Sheet Name",
                        "required": true
                    },
                    {
                        "name": "includesHeaders",
                        "type": "select",
                        "label": "Table contains headers",
                        "required": true,
                        "validate": {
                            "enum": [
                                true,
                                false
                            ]
                        }
                    },
                    {
                        "name": "tableFirstRow",
                        "type": "select",
                        "label": "Column range",
                        "required": true,
                        "validate": {
                            "enum": [
                                "A1:Z1",
                                "A1:BZ1",
                                "A1:CZ1",
                                "A1:DZ1",
                                "A1:MZ1",
                                "A1:ZZ1",
                                "A1:AZZ1",
                                "A1:BZZ1",
                                "A1:CZZ1",
                                "A1:DZZ1",
                                "A1:MZZ1",
                                "A1:ZZZ1"
                            ]
                        }
                    },
                    {
                        "name": "filter",
                        "type": "filter",
                        "label": "Filter",
                        "options": "rpc://google-sheets/2/rpcGetFilterKeys?includesHeaders=true"
                    },
                    {
                        "name": "orderBy",
                        "type": "select",
                        "label": "Order by"
                    },
                    {
                        "name": "sortOrder",
                        "type": "select",
                        "label": "Sort order",
                        "validate": {
                            "enum": [
                                "asc",
                                "desc"
                            ]
                        }
                    }
                ],
                "interface": [
                    {
                        "name": "__IMTLENGTH__",
                        "type": "uinteger",
                        "label": "Total number of bundles"
                    },
                    {
                        "name": "__IMTINDEX__",
                        "type": "uinteger",
                        "label": "Bundle order position"
                    },
                    {
                        "name": "__ROW_NUMBER__",
                        "type": "number",
                        "label": "Row number"
                    },
                    {
                        "name": "__SPREADSHEET_ID__",
                        "type": "text",
                        "label": "Spreadsheet ID"
                    },
                    {
                        "name": "__SHEET__",
                        "type": "text",
                        "label": "Sheet"
                    },
                    {
                        "name": "0",
                        "type": "text",
                        "label": "Category (A)"
                    },
                    {
                        "name": "1",
                        "type": "text",
                        "label": "Prompt (B)"
                    },
                    {
                        "name": "2",
                        "type": "text",
                        "label": "(C)"
                    },
                    {
                        "name": "3",
                        "type": "text",
                        "label": "(D)"
                    },
                    {
                        "name": "4",
                        "type": "text",
                        "label": "(E)"
                    },
                    {
                        "name": "5",
                        "type": "text",
                        "label": "(F)"
                    },
                    {
                        "name": "6",
                        "type": "text",
                        "label": "(G)"
                    },
                    {
                        "name": "7",
                        "type": "text",
                        "label": "(H)"
                    },
                    {
                        "name": "8",
                        "type": "text",
                        "label": "(I)"
                    },
                    {
                        "name": "9",
                        "type": "text",
                        "label": "(J)"
                    },
                    {
                        "name": "10",
                        "type": "text",
                        "label": "(K)"
                    },
                    {
                        "name": "11",
                        "type": "text",
                        "label": "(L)"
                    },
                    {
                        "name": "12",
                        "type": "text",
                        "label": "(M)"
                    },
                    {
                        "name": "13",
                        "type": "text",
                        "label": "(N)"
                    },
                    {
                        "name": "14",
                        "type": "text",
                        "label": "(O)"
                    },
                    {
                        "name": "15",
                        "type": "text",
                        "label": "(P)"
                    },
                    {
                        "name": "16",
                        "type": "text",
                        "label": "(Q)"
                    },
                    {
                        "name": "17",
                        "type": "text",
                        "label": "(R)"
                    },
                    {
                        "name": "18",
                        "type": "text",
                        "label": "(S)"
                    },
                    {
                        "name": "19",
                        "type": "text",
                        "label": "(T)"
                    },
                    {
                        "name": "20",
                        "type": "text",
                        "label": "(U)"
                    },
                    {
                        "name": "21",
                        "type": "text",
                        "label": "(V)"
                    },
                    {
                        "name": "22",
                        "type": "text",
                        "label": "(W)"
                    },
                    {
                        "name": "23",
                        "type": "text",
                        "label": "(X)"
                    },
                    {
                        "name": "24",
                        "type": "text",
                        "label": "(Y)"
                    },
                    {
                        "name": "25",
                        "type": "text",
                        "label": "(Z)"
                    },
                    {
                        "name": "26",
                        "type": "text",
                        "label": "(AA)"
                    },
                    {
                        "name": "27",
                        "type": "text",
                        "label": "(AB)"
                    },
                    {
                        "name": "28",
                        "type": "text",
                        "label": "(AC)"
                    },
                    {
                        "name": "29",
                        "type": "text",
                        "label": "(AD)"
                    },
                    {
                        "name": "30",
                        "type": "text",
                        "label": "(AE)"
                    },
                    {
                        "name": "31",
                        "type": "text",
                        "label": "(AF)"
                    },
                    {
                        "name": "32",
                        "type": "text",
                        "label": "(AG)"
                    },
                    {
                        "name": "33",
                        "type": "text",
                        "label": "(AH)"
                    },
                    {
                        "name": "34",
                        "type": "text",
                        "label": "(AI)"
                    },
                    {
                        "name": "35",
                        "type": "text",
                        "label": "(AJ)"
                    },
                    {
                        "name": "36",
                        "type": "text",
                        "label": "(AK)"
                    },
                    {
                        "name": "37",
                        "type": "text",
                        "label": "(AL)"
                    },
                    {
                        "name": "38",
                        "type": "text",
                        "label": "(AM)"
                    },
                    {
                        "name": "39",
                        "type": "text",
                        "label": "(AN)"
                    },
                    {
                        "name": "40",
                        "type": "text",
                        "label": "(AO)"
                    },
                    {
                        "name": "41",
                        "type": "text",
                        "label": "(AP)"
                    },
                    {
                        "name": "42",
                        "type": "text",
                        "label": "(AQ)"
                    },
                    {
                        "name": "43",
                        "type": "text",
                        "label": "(AR)"
                    },
                    {
                        "name": "44",
                        "type": "text",
                        "label": "(AS)"
                    },
                    {
                        "name": "45",
                        "type": "text",
                        "label": "(AT)"
                    },
                    {
                        "name": "46",
                        "type": "text",
                        "label": "(AU)"
                    },
                    {
                        "name": "47",
                        "type": "text",
                        "label": "(AV)"
                    },
                    {
                        "name": "48",
                        "type": "text",
                        "label": "(AW)"
                    },
                    {
                        "name": "49",
                        "type": "text",
                        "label": "(AX)"
                    },
                    {
                        "name": "50",
                        "type": "text",
                        "label": "(AY)"
                    },
                    {
                        "name": "51",
                        "type": "text",
                        "label": "(AZ)"
                    },
                    {
                        "name": "52",
                        "type": "text",
                        "label": "(BA)"
                    },
                    {
                        "name": "53",
                        "type": "text",
                        "label": "(BB)"
                    },
                    {
                        "name": "54",
                        "type": "text",
                        "label": "(BC)"
                    },
                    {
                        "name": "55",
                        "type": "text",
                        "label": "(BD)"
                    },
                    {
                        "name": "56",
                        "type": "text",
                        "label": "(BE)"
                    },
                    {
                        "name": "57",
                        "type": "text",
                        "label": "(BF)"
                    },
                    {
                        "name": "58",
                        "type": "text",
                        "label": "(BG)"
                    },
                    {
                        "name": "59",
                        "type": "text",
                        "label": "(BH)"
                    },
                    {
                        "name": "60",
                        "type": "text",
                        "label": "(BI)"
                    },
                    {
                        "name": "61",
                        "type": "text",
                        "label": "(BJ)"
                    },
                    {
                        "name": "62",
                        "type": "text",
                        "label": "(BK)"
                    },
                    {
                        "name": "63",
                        "type": "text",
                        "label": "(BL)"
                    },
                    {
                        "name": "64",
                        "type": "text",
                        "label": "(BM)"
                    },
                    {
                        "name": "65",
                        "type": "text",
                        "label": "(BN)"
                    },
                    {
                        "name": "66",
                        "type": "text",
                        "label": "(BO)"
                    },
                    {
                        "name": "67",
                        "type": "text",
                        "label": "(BP)"
                    },
                    {
                        "name": "68",
                        "type": "text",
                        "label": "(BQ)"
                    },
                    {
                        "name": "69",
                        "type": "text",
                        "label": "(BR)"
                    },
                    {
                        "name": "70",
                        "type": "text",
                        "label": "(BS)"
                    },
                    {
                        "name": "71",
                        "type": "text",
                        "label": "(BT)"
                    },
                    {
                        "name": "72",
                        "type": "text",
                        "label": "(BU)"
                    },
                    {
                        "name": "73",
                        "type": "text",
                        "label": "(BV)"
                    },
                    {
                        "name": "74",
                        "type": "text",
                        "label": "(BW)"
                    },
                    {
                        "name": "75",
                        "type": "text",
                        "label": "(BX)"
                    },
                    {
                        "name": "76",
                        "type": "text",
                        "label": "(BY)"
                    },
                    {
                        "name": "77",
                        "type": "text",
                        "label": "(BZ)"
                    },
                    {
                        "name": "78",
                        "type": "text",
                        "label": "(CA)"
                    },
                    {
                        "name": "79",
                        "type": "text",
                        "label": "(CB)"
                    },
                    {
                        "name": "80",
                        "type": "text",
                        "label": "(CC)"
                    },
                    {
                        "name": "81",
                        "type": "text",
                        "label": "(CD)"
                    },
                    {
                        "name": "82",
                        "type": "text",
                        "label": "(CE)"
                    },
                    {
                        "name": "83",
                        "type": "text",
                        "label": "(CF)"
                    },
                    {
                        "name": "84",
                        "type": "text",
                        "label": "(CG)"
                    },
                    {
                        "name": "85",
                        "type": "text",
                        "label": "(CH)"
                    },
                    {
                        "name": "86",
                        "type": "text",
                        "label": "(CI)"
                    },
                    {
                        "name": "87",
                        "type": "text",
                        "label": "(CJ)"
                    },
                    {
                        "name": "88",
                        "type": "text",
                        "label": "(CK)"
                    },
                    {
                        "name": "89",
                        "type": "text",
                        "label": "(CL)"
                    },
                    {
                        "name": "90",
                        "type": "text",
                        "label": "(CM)"
                    },
                    {
                        "name": "91",
                        "type": "text",
                        "label": "(CN)"
                    },
                    {
                        "name": "92",
                        "type": "text",
                        "label": "(CO)"
                    },
                    {
                        "name": "93",
                        "type": "text",
                        "label": "(CP)"
                    },
                    {
                        "name": "94",
                        "type": "text",
                        "label": "(CQ)"
                    },
                    {
                        "name": "95",
                        "type": "text",
                        "label": "(CR)"
                    },
                    {
                        "name": "96",
                        "type": "text",
                        "label": "(CS)"
                    },
                    {
                        "name": "97",
                        "type": "text",
                        "label": "(CT)"
                    },
                    {
                        "name": "98",
                        "type": "text",
                        "label": "(CU)"
                    },
                    {
                        "name": "99",
                        "type": "text",
                        "label": "(CV)"
                    },
                    {
                        "name": "100",
                        "type": "text",
                        "label": "(CW)"
                    },
                    {
                        "name": "101",
                        "type": "text",
                        "label": "(CX)"
                    },
                    {
                        "name": "102",
                        "type": "text",
                        "label": "(CY)"
                    },
                    {
                        "name": "103",
                        "type": "text",
                        "label": "(CZ)"
                    }
                ]
            }
        },
        {
            "id": 4,
            "module": "openai-gpt-3:CreateCompletion",
            "version": 1,
            "parameters": {},
            "mapper": {
                "model": "gpt-3.5-turbo-0301",
                "top_p": "1",
                "select": "chat",
                "messages": [
                    {
                        "role": "user",
                        "content": "{{6.`1`}} {{1.text}}nnAddress it to the sender's first name: {{1.from.name}}nEnsure that the email body is in HTML format with the correct line and paragraph breaks.nnDo not add any text before the 'Dear'.nnDo not add a signature like 'Best regards,nn[Your Name] nCustomer Support Specialist  n[Company Name]' or 'The Make team'.nnDo not add 'Subject: Re: 'nnOnly output the email from 'Dear...'nJust a reminder, always output the email body in HTML and never include the words/text '''html' before the greeting: 'Dear'."
                    }
                ],
                "max_tokens": "1000",
                "temperature": "1",
                "n_completions": "1",
                "response_format": "text"
            },
            "metadata": {
                "designer": {
                    "x": 900,
                    "y": 0
                },
                "restore": {
                    "expect": {
                        "stop": {
                            "mode": "chose"
                        },
                        "model": {
                            "mode": "chose",
                            "label": "gpt-3.5-turbo-0301"
                        },
                        "select": {
                            "label": "Create a Chat Completion (GPT and o1 models)"
                        },
                        "messages": {
                            "mode": "chose",
                            "items": [
                                {
                                    "role": {
                                        "mode": "chose",
                                        "label": "User"
                                    }
                                }
                            ]
                        },
                        "logit_bias": {
                            "mode": "chose"
                        },
                        "response_format": {
                            "mode": "chose",
                            "label": "Text"
                        },
                        "additionalParameters": {
                            "mode": "chose"
                        }
                    },
                    "parameters": {
                        "__IMTCONN__": {
                            "data": {
                                "scoped": "true",
                                "connection": "openai-gpt-3"
                            },
                            "label": "My OpenAI connection"
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "__IMTCONN__",
                        "type": "account:openai-gpt-3",
                        "label": "Connection",
                        "required": true
                    }
                ],
                "expect": [
                    {
                        "name": "select",
                        "type": "select",
                        "label": "Select Method",
                        "required": true,
                        "validate": {
                            "enum": [
                                "chat",
                                "prompt"
                            ]
                        }
                    },
                    {
                        "name": "temperature",
                        "type": "number",
                        "label": "Temperature",
                        "validate": {
                            "max": 2,
                            "min": 0
                        }
                    },
                    {
                        "name": "top_p",
                        "type": "number",
                        "label": "Top P",
                        "validate": {
                            "max": 1,
                            "min": 0
                        }
                    },
                    {
                        "name": "n_completions",
                        "type": "number",
                        "label": "Number"
                    },
                    {
                        "name": "frequency_penalty",
                        "type": "number",
                        "label": "Frequency Penalty",
                        "validate": {
                            "max": 2,
                            "min": -2
                        }
                    },
                    {
                        "name": "presence_penalty",
                        "type": "number",
                        "label": "Presence Penalty",
                        "validate": {
                            "max": 2,
                            "min": -2
                        }
                    },
                    {
                        "name": "logit_bias",
                        "spec": {
                            "name": "value",
                            "spec": [
                                {
                                    "name": "token",
                                    "type": "text",
                                    "label": "Token ID",
                                    "required": true
                                },
                                {
                                    "name": "probability",
                                    "type": "number",
                                    "label": "Probability",
                                    "required": true,
                                    "validate": {
                                        "max": 100,
                                        "min": -100
                                    }
                                }
                            ],
                            "type": "collection",
                            "label": "Token Probability"
                        },
                        "type": "array",
                        "label": "Token Probability"
                    },
                    {
                        "name": "seed",
                        "type": "integer",
                        "label": "Seed"
                    },
                    {
                        "name": "stop",
                        "spec": {
                            "name": "value",
                            "type": "text",
                            "label": "Stop Sequence"
                        },
                        "type": "array",
                        "label": "Stop Sequences",
                        "validate": {
                            "maxItems": 4
                        }
                    },
                    {
                        "name": "additionalParameters",
                        "spec": {
                            "name": "value",
                            "spec": [
                                {
                                    "name": "key",
                                    "type": "text",
                                    "label": "Parameter Name",
                                    "required": true
                                },
                                {
                                    "name": "type",
                                    "type": "select",
                                    "label": "Input Type",
                                    "options": [
                                        {
                                            "label": "Text",
                                            "value": "text",
                                            "nested": [
                                                {
                                                    "name": "value",
                                                    "type": "text",
                                                    "label": "Parameter Value"
                                                }
                                            ],
                                            "default": true
                                        },
                                        {
                                            "label": "Number",
                                            "value": "number",
                                            "nested": [
                                                {
                                                    "name": "value",
                                                    "type": "number",
                                                    "label": "Parameter Value"
                                                }
                                            ]
                                        },
                                        {
                                            "label": "Boolean",
                                            "value": "boolean",
                                            "nested": [
                                                {
                                                    "name": "value",
                                                    "type": "boolean",
                                                    "label": "Parameter Value"
                                                }
                                            ]
                                        },
                                        {
                                            "label": "Date",
                                            "value": "date",
                                            "nested": [
                                                {
                                                    "name": "value",
                                                    "type": "date",
                                                    "label": "Parameter Value"
                                                }
                                            ]
                                        },
                                        {
                                            "label": "Any",
                                            "value": "any",
                                            "nested": [
                                                {
                                                    "name": "value",
                                                    "type": "any",
                                                    "label": "Parameter Value"
                                                }
                                            ]
                                        }
                                    ]
                                }
                            ],
                            "type": "collection",
                            "label": "Input Parameter"
                        },
                        "type": "array",
                        "label": "Other Input Parameters"
                    },
                    {
                        "name": "model",
                        "type": "select",
                        "label": "Model",
                        "required": true
                    },
                    {
                        "name": "max_tokens",
                        "type": "uinteger",
                        "label": "Max Completion Tokens"
                    },
                    {
                        "name": "messages",
                        "spec": {
                            "name": "value",
                            "spec": [
                                {
                                    "name": "role",
                                    "type": "select",
                                    "label": "Role",
                                    "options": {
                                        "store": [
                                            {
                                                "label": "User",
                                                "value": "user",
                                                "nested": [
                                                    {
                                                        "help": "Text content of the message on behalf of the selected __Role__.",
                                                        "name": "content",
                                                        "type": "text",
                                                        "label": "Text Content"
                                                    }
                                                ]
                                            },
                                            {
                                                "label": "Assistant",
                                                "value": "assistant",
                                                "nested": [
                                                    {
                                                        "help": "Text content of the message on behalf of the selected __Role__.",
                                                        "name": "content",
                                                        "type": "text",
                                                        "label": "Text Content"
                                                    }
                                                ]
                                            },
                                            {
                                                "label": "Developer / System",
                                                "value": "system",
                                                "nested": [
                                                    {
                                                        "help": "Text content of the message on behalf of the selected __Role__.",
                                                        "name": "content",
                                                        "type": "text",
                                                        "label": "Text Content"
                                                    }
                                                ]
                                            }
                                        ]
                                    },
                                    "required": true
                                }
                            ],
                            "type": "collection",
                            "label": "Message"
                        },
                        "type": "array",
                        "label": "Messages",
                        "required": true
                    },
                    {
                        "name": "response_format",
                        "type": "select",
                        "label": "Response Format",
                        "validate": {
                            "enum": [
                                "text",
                                "json_object"
                            ]
                        }
                    }
                ],
                "interface": [
                    {
                        "name": "result",
                        "type": "any",
                        "label": "Result"
                    },
                    {
                        "name": "id",
                        "type": "text",
                        "label": "ID"
                    },
                    {
                        "name": "object",
                        "type": "text",
                        "label": "Object"
                    },
                    {
                        "name": "created",
                        "type": "date",
                        "label": "Created"
                    },
                    {
                        "name": "model",
                        "type": "text",
                        "label": "Model"
                    },
                    {
                        "name": "choices",
                        "spec": {
                            "spec": [
                                {
                                    "name": "text",
                                    "type": "text",
                                    "label": "Text"
                                },
                                {
                                    "name": "index",
                                    "type": "number",
                                    "label": "Index"
                                },
                                {
                                    "name": "logprobs",
                                    "type": "text",
                                    "label": "Log Probs"
                                },
                                {
                                    "name": "finish_reason",
                                    "type": "text",
                                    "label": "Finish Reason"
                                },
                                {
                                    "name": "message",
                                    "spec": [
                                        {
                                            "name": "role",
                                            "type": "text",
                                            "label": "Role"
                                        },
                                        {
                                            "name": "content",
                                            "type": "text",
                                            "label": "Content"
                                        },
                                        {
                                            "name": "refusal",
                                            "type": "text",
                                            "label": "Refusal"
                                        }
                                    ],
                                    "type": "collection",
                                    "label": "Message"
                                }
                            ],
                            "type": "collection"
                        },
                        "type": "array",
                        "label": "Choices"
                    },
                    {
                        "name": "usage",
                        "spec": [
                            {
                                "name": "prompt_tokens",
                                "type": "number",
                                "label": "Prompt Tokens"
                            },
                            {
                                "name": "completion_tokens",
                                "type": "text",
                                "label": "Completion Tokens"
                            },
                            {
                                "name": "total_tokens",
                                "type": "number",
                                "label": "Total Tokens"
                            },
                            {
                                "name": "prompt_tokens_details",
                                "spec": [
                                    {
                                        "name": "cached_tokens",
                                        "type": "uinteger",
                                        "label": "Cached Tokens"
                                    },
                                    {
                                        "name": "text_tokens",
                                        "type": "uinteger",
                                        "label": "Text Tokens"
                                    },
                                    {
                                        "name": "image_tokens",
                                        "type": "uinteger",
                                        "label": "Image Tokens"
                                    },
                                    {
                                        "name": "audio_tokens",
                                        "type": "uinteger",
                                        "label": "Audio Tokens"
                                    }
                                ],
                                "type": "collection",
                                "label": "Prompt Tokens Details"
                            },
                            {
                                "name": "completion_tokens_details",
                                "spec": [
                                    {
                                        "name": "reasoning_tokens",
                                        "type": "uinteger",
                                        "label": "Reasoning Tokens"
                                    },
                                    {
                                        "name": "text_tokens",
                                        "type": "uinteger",
                                        "label": "Text Tokens"
                                    },
                                    {
                                        "name": "audio_tokens",
                                        "type": "uinteger",
                                        "label": "Audio Tokens"
                                    },
                                    {
                                        "name": "accepted_prediction_tokens",
                                        "type": "uinteger",
                                        "label": "Accepted Prediction Tokens"
                                    },
                                    {
                                        "name": "rejected_prediction_tokens",
                                        "type": "uinteger",
                                        "label": "Rejected Prediction Tokens"
                                    }
                                ],
                                "type": "collection",
                                "label": "Completion Tokens Details"
                            }
                        ],
                        "type": "collection",
                        "label": "Usage"
                    },
                    {
                        "name": "service_tier",
                        "type": "text",
                        "label": "Service Tier"
                    },
                    {
                        "name": "system_fingerprint",
                        "type": "text",
                        "label": "System Fingerprint"
                    }
                ]
            }
        },
        {
            "id": 5,
            "module": "email:ActionCreateDraft",
            "version": 7,
            "parameters": {},
            "mapper": {
                "cc": [],
                "to": [
                    "someone@email.com"
                ],
                "bcc": [],
                "from": "",
                "html": "{{4.result}}",
                "folder": "[Gmail]/Drafts",
                "sender": "",
                "headers": [],
                "replyTo": "",
                "subject": "{{1.subject}}",
                "priority": "normal",
                "inReplyTo": "",
                "references": [],
                "attachments": [],
                "contentType": "html"
            },
            "metadata": {
                "designer": {
                    "x": 1200,
                    "y": 0
                },
                "restore": {
                    "expect": {
                        "cc": {
                            "mode": "chose"
                        },
                        "to": {
                            "mode": "chose",
                            "items": [
                                null
                            ]
                        },
                        "bcc": {
                            "mode": "chose"
                        },
                        "folder": {
                            "mode": "chose",
                            "path": [
                                "Drafts",
                                "Drafts"
                            ]
                        },
                        "priority": {
                            "label": "Normal"
                        },
                        "references": {
                            "mode": "chose"
                        },
                        "attachments": {
                            "mode": "chose"
                        },
                        "contentType": {
                            "label": "HTML"
                        }
                    },
                    "parameters": {
                        "account": {
                            "data": {
                                "scoped": "true",
                                "connection": "google-restricted"
                            },
                            "label": "My Google Restricted connection (l.govender@make.com)"
                        }
                    }
                },
                "parameters": [
                    {
                        "name": "account",
                        "type": "account:imap,google-restricted,microsoft-smtp-imap",
                        "label": "Connection",
                        "required": true
                    }
                ],
                "expect": [
                    {
                        "type": "hidden"
                    },
                    {
                        "name": "folder",
                        "type": "folder",
                        "label": "Folder",
                        "required": true
                    },
                    {
                        "name": "to",
                        "spec": {
                            "name": "value",
                            "type": "email",
                            "label": "Email address",
                            "required": true
                        },
                        "type": "array",
                        "label": "To",
                        "required": true
                    },
                    {
                        "name": "subject",
                        "type": "text",
                        "label": "Subject"
                    },
                    {
                        "name": "contentType",
                        "type": "select",
                        "label": "Content Type",
                        "required": true,
                        "validate": {
                            "enum": [
                                "html",
                                "text"
                            ]
                        }
                    },
                    {
                        "name": "attachments",
                        "spec": [
                            {
                                "name": "fileName",
                                "type": "filename",
                                "label": "File name",
                                "required": true,
                                "semantic": "file:name"
                            },
                            {
                                "name": "data",
                                "type": "buffer",
                                "label": "Data",
                                "required": true,
                                "semantic": "file:data"
                            },
                            {
                                "name": "cid",
                                "type": "text",
                                "label": "Content-ID"
                            }
                        ],
                        "type": "array",
                        "label": "Attachments"
                    },
                    {
                        "name": "cc",
                        "spec": {
                            "name": "value",
                            "type": "email",
                            "label": "Email address"
                        },
                        "type": "array",
                        "label": "Copy recipient"
                    },
                    {
                        "name": "bcc",
                        "spec": {
                            "name": "value",
                            "type": "email",
                            "label": "Email address"
                        },
                        "type": "array",
                        "label": "Blind copy recipient"
                    },
                    {
                        "name": "from",
                        "type": "text",
                        "label": "From"
                    },
                    {
                        "name": "sender",
                        "type": "text",
                        "label": "Sender"
                    },
                    {
                        "name": "replyTo",
                        "type": "text",
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