{ "ProcessTemplates": [ { "Name": "AI-Generated Patient Summary", "Modified": "2025-02-27T20:40:36.3329538", "Modifier": "michal.nowakowski@frends.com", "Tags": [ "ChatGPT" ], "TemplateProcessTags": [ "ChatGPT" ], "Description": "This template retrieves a patient’s history from the database, anonymizes the data, generates an AI summary for the doctor, and saves it in the database.", "Version": 1, "UniqueIdentifier": "c06b2726-79a7-4d6e-a6c0-2bc013288558", "ProcessVariablesJson": "{\"ConnectionString\":{\"Value\":\"\\\"cs\\\"\",\"IsSecret\":true,\"Mode\":\"text\",\"Description\":\"Connection string for the database.\"},\"ChatGptApiKey\":{\"Value\":\"\\\"apikey\\\"\",\"IsSecret\":true,\"Mode\":\"text\",\"Description\":\"API key for Chat GPT.\"}}", "ProcessInfo": { "Process": { "Name": "AI-Generated Patient Summary", "Modified": "2025-02-27T20:40:36.3329538", "Modifier": "michal.nowakowski@frends.com", "TagString": null, "Tags": [], "Description": "This template retrieves a patient’s history from the database, anonymizes the data, generates an AI summary for the doctor, and saves it in the database.", "Version": 1, "UniqueIdentifier": "ee0ebe66-565e-4efa-8dc9-c64b4f4f8377", "GraphJson": null, "Bpmn": "\nFlow_1v91on0Flow_1v91on0Flow_0lgg7fzDataStoreReference_0m8x34oProperty_1qkx1g5Flow_0lgg7fzFlow_0y0bwn5DataStoreReference_16cg3r7Property_16xnydmFlow_1qodmlnFlow_1k6ogznFlow_0279l5hFlow_1ih1mwlFlow_1v4s3v8Flow_0y0bwn5Flow_1ih1mwlFlow_0279l5hFlow_06a3aftDataStoreReference_08whtpiFlow_13lrnryFlow_1jpm47uFlow_1k6ogznFlow_1jpm47uFlow_1u0zdxlDataStoreReference_0yjwqa9Property_1ynegtuFlow_1v4s3v8Flow_13lrnryFlow_1u0zdxlFlow_1qodmlnFlow_06a3aftThe anonymization function processes a JSON to remove sensitive information related to personal identifiers.This prompt asks the AI if laboratory results are needed based on the appointment reason and medical history to prepare a summary.This prompt instructs the AI to generate a brief summary, up to 5 questions for the patient, and a recommended course of action based on the provided appointment reason and medical history.This trigger passes the appointment ID to retrieve data for the next steps.Return Summary generated by AIRetrieves patient history including some personal data.", "ElementParameters": "[{\"Id\":\"StartEvent_1\",\"Type\":0,\"Parameters\":{\"manualTriggerDefaultValue-0\":\"1\"},\"SelectedTypeId\":\"ManualTrigger\",\"PromoteResultAs\":null,\"Name\":\"Manual\",\"Description\":null,\"IsDefault\":null,\"ShouldRetry\":null,\"MaxRetryCount\":null,\"ShouldNotLogResult\":null,\"ShouldDispose\":null},{\"Id\":\"Activity_0h4alnp\",\"Type\":1,\"Parameters\":{\"input\":{\"ConnectionString\":{\"mode\":\"csharp\",\"value\":\"#var.ConnectionString\"},\"Query\":{\"mode\":\"sql\",\"value\":\"SELECT patient_id, reason\\r\\nFROM med_appointments\\r\\nWHERE appointment_id = 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mp.ssn\\r\\nFROM med_history mh\\r\\nJOIN med_patients mp ON mh.patient_id = mp.patient_id\\r\\nWHERE mh.patient_id = '{{#result[Get appointment data].Data[0].patient_id}}'\"},\"Parameters\":[],\"ExecuteType\":{\"mode\":\"select\",\"value\":\"ExecuteReader\"}},\"options\":{\"ThrowErrorOnFailure\":{\"mode\":\"toggle\",\"value\":true},\"CommandTimeoutSeconds\":{\"mode\":\"integer\",\"value\":60},\"SqlTransactionIsolationLevel\":{\"mode\":\"select\",\"value\":\"ReadCommitted\"}},\"cancellationToken\":null},\"SelectedTypeId\":\"/ProcessTask/52de7e2e-788d-4d77-84c9-a6c86a64e2fb/v1\",\"PromoteResultAs\":null,\"Name\":\"Get patient history\",\"Description\":null,\"IsDefault\":null,\"ShouldRetry\":false,\"MaxRetryCount\":null,\"ShouldNotLogResult\":null,\"ShouldDispose\":null},{\"Id\":\"Activity_0z68v6e\",\"Type\":1,\"Parameters\":{\"input\":{\"Model\":{\"mode\":\"text\",\"value\":\"gpt-4o\"},\"ApiKey\":{\"mode\":\"csharp\",\"value\":\"#var.ChatGptApiKey\"},\"Messages\":[{\"Content\":{\"mode\":\"text\",\"value\":\"Patient history is as follows: {{#var.anonymizedData}}\"},\"Role\":{\"mode\":\"text\",\"value\":\"user\"}},{\"Content\":{\"mode\":\"text\",\"value\":\"Reason for the current doctors appointment is {{#result[Get appointment data].Data[0].reason}}\"},\"Role\":{\"mode\":\"text\",\"value\":\"user\"}},{\"Content\":{\"mode\":\"text\",\"value\":\"Labolatory results are as follows: {{#var.lab_results}}\"},\"Role\":{\"mode\":\"text\",\"value\":\"user\"}},{\"Content\":{\"mode\":\"text\",\"value\":\"Using the patient history data, current appontment reason and laboratory results, provide a summary of max 100 words of the current state, up to 5 questions to ask the patient if needed and another 100 words of recommended course of action. 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Answer 'Yes' if laboratory results are required; otherwise, answer 'No'. 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"ManualTriggerJson": "[{\"type\":\"System.String\",\"inputType\":\"text\",\"parameterType\":\"TextParameter\",\"defaultValue\":\"\\\"1\\\"\",\"displayOption\":\"\",\"conditionalDisplayProperty\":\"\",\"conditionalDisplayValues\":[],\"isInvalid\":false,\"invalidString\":\"\",\"name\":\"appointment_id\",\"isSecret\":false,\"description\":\"Appointment Id\",\"nonStringifiedDefaultValue\":\"1\"}]", "IsSubprocess": false, "TriggersJson": "[{\"$type\":\"ManualTrigger\",\"config\":{\"manualTriggerDefaultValue-0\":\"1\"},\"name\":\"Manual\",\"id\":\"StartEvent_1\",\"shouldNotLogParameters\":null}]", "AssemblyName": null, "PackageId": null, "PackageVersion": null, "UsedTasksJson": "[\"/ProcessTask/52DE7E2E-788D-4D77-84C9-A6C86A64E2FB/v1\",\"/ProcessTask/3C32EB4A-4C94-4D4B-B258-F2E66AE7C2E4/v1\"]", "UsedSubprocessesJson": "{}", "ProcessExecutionVersion": "", "FrendsVersion": "6.0.2.1280", "TargetFramework": "net8.0", "StaticRequiredEnvironmentVariables": [], "RequiredEnvironmentVariables": [], "PromotedResultVariablesJson": "[]", "MajorVersion": 0, "MinorVersion": 1, "IsForMonitoringRule": false, "ProcessVariablesJson": null }, "LinkedTasks": { "ee0ebe66-565e-4efa-8dc9-c64b4f4f8377": [ { "Id": "52de7e2e-788d-4d77-84c9-a6c86a64e2fb", "PackageId": "Frends.MicrosoftSQL.ExecuteQuery", "PackageVersion": "1.2.0", "Name": "Frends.MicrosoftSQL.ExecuteQuery.MicrosoftSQL.ExecuteQuery(Input, Options, CancellationToken)", "FrameworkIdentifier": ".NETCoreApp" }, { "Id": "3c32eb4a-4c94-4d4b-b258-f2e66ae7c2e4", "PackageId": "Frends.OpenAI.CallChatGPT", "PackageVersion": "1.0.1", "Name": "Frends.OpenAI.CallChatGPT.OpenAI.CallChatGPT(Input, Options, CancellationToken)", "FrameworkIdentifier": ".NETCoreApp" } ] }, "LinkedSubProcess": {}, "Version": "Acc41" } } ] }