{ "name": "Automated Email Ice-breaker", "flow": [ { "id": 2, "module": "google-sheets:filterRows", "version": 2, "parameters": { "__IMTCONN__": 3082325 }, "mapper": { "from": "share", "limit": "1000", "filter": [ [ { "a": "M", "o": "notexist" }, { "a": "N", "o": "notexist" } ] ], "sheetId": "Data", "sortOrder": "asc", "spreadsheetId": "1n6DAEIbqZAMivyCff4rE_e18rua_Y5dj3vVqKpYN9ds", "tableFirstRow": "A1:CZ1", "includesHeaders": true, "valueRenderOption": "FORMATTED_VALUE", "dateTimeRenderOption": "FORMATTED_STRING" }, "metadata": { "designer": { "x": 0, "y": 0, "name": "Get Leads" }, "restore": { "expect": { "from": { "label": "Select from all" }, "orderBy": { "mode": "chose" }, "sheetId": { "mode": "chose", "label": "Data" }, "sortOrder": { "mode": "chose", "label": "Ascending" }, "spreadsheetId": { "rpcSearch": { "label": "{TEST} apolloScrape - 08.19.2025 - salons", "value": "1n6DAEIbqZAMivyCff4rE_e18rua_Y5dj3vVqKpYN9ds" } }, "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 (lalia@rslmediahub.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": "text", "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": "firstName (A)" }, { "name": "1", "type": "text", "label": "lastName (B)" }, { "name": "2", "type": "text", "label": "email (C)" }, { "name": "3", "type": "text", "label": "personalEmail (D)" }, { "name": "4", "type": "text", "label": "headline (E)" }, { "name": "5", "type": "text", "label": "companyName (F)" }, { "name": "6", "type": "text", "label": "companyWebsite (G)" }, { "name": "7", "type": "text", "label": "linkedinURL (H)" }, { "name": "8", "type": "text", "label": "industry (I)" }, { "name": "9", "type": "text", "label": "companyShortDescription (J)" }, { "name": "10", "type": "text", "label": "companyLinkedinURL (K)" }, { "name": "11", "type": "text", "label": "companyAddress (L)" }, { "name": "12", "type": "text", "label": "personalization (M)" }, { "name": "13", "type": "text", "label": "2.shortenedCompanyName (N)" }, { "name": "14", "type": "text", "label": "icbreaker (O)" }, { "name": "15", "type": "text", "label": "shortenedCompanyName (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": 3, "module": "openai-gpt-3:CreateCompletion", "version": 1, "parameters": { "__IMTCONN__": 3706752 }, "mapper": { "model": "gpt-4.1-mini", "top_p": "1", "select": "chat", "messages": [ { "role": "system", "content": "You are a helpful, intelligent writing assistant." }, { "role": "user", "content": "Your task is to take, as input, a bunch of information about a prospect, and then generate a customized, one-line email icebreaker to imply that the rest of my communique is personalized.\n\nYou'll return your icebreakers in the following JSON format:\n\n{\"verdict\":\"true or false, string\",\"icebreaker\":\"Hey {firstName}. Love {thing}—{personalization}. Wanted to run something by you.\", \"shortenedCompanyName\":\"Shortened version of company name (more on this in a moment)\"}\n\nRules:\n- Write in a spartan/laconic tone of voice.\n- Make sure to use the above format when constructing your icebreakers.\n- Sometimes, the data provided will not be of a person. Instead, it will be of a company. If this is the case, return a \"false\" string for \"verdict\"\n- Shorten the company name wherever possible (say, \"XYZ\" instead of \"XYZ Agency\"). More examples: \"Love AMS\" instead of \"Love AMS Professional Services\", \"Love Mayo\" instead of \"Love Mayo Inc.\", etc.\n- Do the same with locations. \"San Fran\" instead of \"San Francisco\", \"BC\" instead of \"British Columbia\", etc.", "imageDetail": "auto" }, { "role": "user", "content": "Aina Rakotoarinaly, CEO founder - Maki Agency / Ti'bouffe, Maki agency, outsourcing/offshoring, Antananarivo, Madagascar", "imageDetail": "auto" }, { "role": "assistant", "content": "{\"verdict\":\"true\",\"icebreaker\":\"Hey Aina,\\n\\nLove what you're doing at Maki. Also doing some outsourcing right now, wanted to run something by you.\",\"shortenedCompanyName\":\"Maki\"}" }, { "role": "user", "content": "Adam Greenwood, Visionary Agency Leader | Digital Strategy & AI | Middle East, UK & Global Markets, the human tech agency, information technology & services, Dubai, United Arab Emirates", "imageDetail": "auto" }, { "role": "assistant", "content": "{\"verdict\":\"true\",\"icebreaker\":\"Hey Adam,\\n\\nLove what you're doing at the human tech agency (branding in particular is fantastic). Just getting an agency off the ground, wanted to run something by you.\",\"shortenedCompanyName\":\"the human tech agency\"}" }, { "role": "user", "content": "{{2.`0`}} {{2.`1`}}, {{2.`2`}}, {{2.`3`}}, {{2.`4`}}, {{2.`5`}}, {{2.`6`}}\n\n{{2.`0`}}\n{{2.`1`}}\n{{2.`4`}}\n{{2.`5`}}\n{{2.`9`}}{{2.`2`}}{{2.`3`}}", "imageDetail": "auto" } ], "max_tokens": "2048", "temperature": "0.5", "n_completions": "1", "response_format": "json_object", "parseJSONResponse": true }, "metadata": { "designer": { "x": 300, "y": 0, "name": "Generate Icebreaker" }, "restore": { "expect": { "stop": { "mode": "chose" }, "model": { "mode": "chose", "label": "gpt-4.1-mini (system)" }, "select": { "label": "Create a Chat Completion (GPT and o1 models)" }, "messages": { "mode": "chose", "items": [ { "role": { "mode": "chose", "label": "Developer / System" } }, { "role": { "mode": "chose", "label": "User" }, "imageDetail": { "mode": "chose", "label": "Auto" }, "imageInputType": { "mode": "chose", "label": "Empty" } }, { "role": { "mode": "chose", "label": "User" }, "imageDetail": { "mode": "chose", "label": "Auto" }, "imageInputType": { "mode": "chose", "label": "Empty" } }, { "role": { "mode": "chose", "label": "Assistant" }, "tool_calls": { "mode": "edit" } }, { "role": { "mode": "chose", "label": "User" }, "imageDetail": { "mode": "chose", "label": "Auto" }, "imageInputType": { "mode": "chose", "label": "Empty" } }, { "role": { "mode": "chose", "label": "Assistant" }, "tool_calls": { "mode": "edit" } }, { "role": { "mode": "chose", "label": "User" }, "imageDetail": { "mode": "chose", "label": "Auto" }, "imageInputType": { "mode": "chose", "label": "Empty" } } ] }, "logit_bias": { "mode": "chose" }, "tool_choice": { "mode": "chose", "label": "Empty" }, "response_format": { "mode": "chose", "label": "JSON Object" }, "parseJSONResponse": { "mode": "chose" }, "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": "tool_choice", "type": "select", "label": "Tool Choice", "validate": { "enum": [ "none", "auto", "required" ] } }, { "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" }, { "name": "imageInputType", "type": "select", "label": "Image Input Type", "options": [ { "label": "URL", "value": "url", "nested": [ { "help": "Make sure to use a publicly accessible URL.\nYou can test if your image is publicly accessible by opening the link in an incognito tab.", "name": "imageUrl", "type": "url", "label": "Image URL" } ] }, { "label": "Image File", "value": "file", "nested": [ { "name": "imageFile", "spec": [ { "help": "Accepted extensions: `.jpg`, `.jpeg`, `.png`, `.webp` and `.gif`.", "name": "imageFilename", "type": "filename", "label": "Image Filename", "semantic": "file:name", "extension": [ "jpg", "jpeg", "png", "webp", "gif" ] }, { "name": "imageData", "type": "buffer", "label": "Image Data", "semantic": "file:data" } ], "type": "collection", "label": "Image" } ] } ], "mappable": false }, { "help": "Recommended value: `Auto`", "name": "imageDetail", "type": "select", "label": "Image Detail", "options": [ { "label": "Auto", "value": "auto", "default": true }, { "label": "High", "value": "high" }, { "label": "Low", "value": "low" } ] } ] }, { "label": "Assistant", "value": "assistant", "nested": [ { "help": "Text content of the message on behalf of the selected __Role__.", "name": "content", "type": "text", "label": "Text Content" }, { "mode": "edit", "name": "tool_calls", "spec": { "spec": [ { "name": "type", "type": "hidden", "default": "function" }, { "help": "Map this directly from the output of a previous **Create a Completion** module. Look for `Choices[]: Message.Tool Calls[]: ID`.", "name": "id", "type": "text", "label": "Tool call ID" }, { "name": "function", "spec": [ { "help": "The name of the function previously called.", "name": "name", "type": "text", "label": "Name", "required": true }, { "help": "The arguments previously output by the AI.", "name": "arguments", "type": "text", "label": "Arguments", "required": true } ], "type": "collection", "label": "Function" } ], "type": "collection", "label": "Tool Call" }, "type": "array", "label": "Tool Calls", "labels": { "add": "Add tool call" }, "mappable": { "help": "You can map the entire `Choices[]: Message.Tool Calls` array from a previous Create a Completion module here." } } ] }, { "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" } ] }, { "label": "Tool", "value": "tool", "nested": [ { "help": "The return of the function. This role should only be used when you have processed a previous function call and want to send the output of the function execution back to the AI.", "name": "content", "type": "text", "label": "Text Content", "required": true }, { "help": "Map this directly from the output of a previous **Create a Completion** module. Look for `Choices[]: Message.Tool Calls[]: ID`.", "name": "tool_call_id", "type": "text", "label": "Tool Call ID.", "required": true } ] } ] }, "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" ] } }, { "name": "parseJSONResponse", "type": "boolean", "label": "Parse JSON Response", "required": true } ], "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": [ { "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": "tool_calls", "spec": [ { "name": "id", "type": "text", "label": "ID" }, { "name": "type", "type": "text", "label": "Type" }, { "name": "function", "spec": [ { "name": "name", "type": "text", "label": "Name" }, { "name": "arguments", "type": "text", "label": "Arguments" } ], "type": "collection", "label": "Function" } ], "type": "array", "label": "Tool Calls" }, { "name": "refusal", "type": "text", "label": "Refusal" }, { "name": "annotations", "spec": [ { "name": "type", "type": "text", "label": "Type" }, { "name": "url_citation", "spec": [ { "name": "end_index", "type": "number", "label": "End Index" }, { "name": "start_index", "type": "number", "label": "Start Index" }, { "name": "title", "type": "text", "label": "Title" }, { "name": "url", "type": "text", "label": 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