기계 번역으로 제공되는 번역입니다. 제공된 번역과 원본 영어의 내용이 상충하는 경우에는 영어 버전이 우선합니다.
Contact Lens 대화형 분석으로 분석한 채팅에 대한 Contact Lens 출력 파일의 예
이 섹션에서는 Contact Lens 대화형 분석을 통해 분석된 채팅 대화의 예제 스키마를 보여줍니다. 이 예제에서는 추론된 감정, 일치하는 범주, 고객 응대 요약, 응답 시간을 보여줍니다.
분석된 원본 파일에는 전체 채팅 기록이 포함되어 있습니다. 고객 응대 세부 정보 페이지의 채팅 기록 필드에 있는 것과 동일한 콘텐츠가 원본 Contact Lens 분석 파일의 Transcript 필드에도 있습니다. 또한 분석된 파일에는 수정된 분석 파일에 수정된 데이터가 있음을 나타내는 Redaction 섹션 등 더 많은 필드가 포함될 수 있습니다.
참고
일부 ConversationCharacteristics에는 참가자 역할이 키인 DetailsByParticipantRole 맵이 포함됩니다. 하지만 Participants 목록에 있는 모든 역할(예: CUSTOMER 또는AGENT)이 DetailsByParticipantRole 객체에 해당 키를 포함한다고 보장되는 것은 아닙니다. 참가자의 키 존재 여부는 ContactLens 분석에 적합한 데이터가 있는지 여부에 따라 달라집니다.
카테고리
PointsOfInterest는 채팅 후 범주와 통화 후 범주가 다릅니다.
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통화 후
PointsOfInterest의 오프셋은 밀리초입니다. -
채팅 후
PointsOfInterest에는TranscriptItems배열이 있으며 각 항목에는id및CharacterOffset이 있습니다.
PointsOfInterest의 배열은 다음과 같습니다. 각 배열에는 TranscriptItems 배열이 있습니다. 각 PointOfInterest에는 범주 일치를 위한 것이지만, 각 일치 항목은 여러 기록 항목에 걸쳐 있을 수 있습니다.
통화와 채팅 모두에 대해 PointsOfInterest 배열은 비어 있을 수 있습니다. 즉, 전체 고객 응대에 대해 범주가 일치합니다. 예를 들어 연락처에 Hello가 언급되지 않은 경우 범주를 일치시키는 규칙을 만들면 기록에서 이 조건을 정확히 찾아낼 수 있는 부분이 없습니다.
참고
현재 범주는 text/plain, text/markdown 채팅 메시지에 대해서만 유추됩니다.
주요 하이라이트
키 하이라이트는 ConversationCharacteristics.ContactSummary.SummaryItemsDetected 배열에 있습니다. Issue, Outcome 및 Action 항목은 한 세트만 찾을 수 있다는 점을 강조하기 위해 해당 배열에는 두 개 이상의 항목이 포함될 수 없습니다.
배열의 각 객체에는 다음과 같은 필드가 있습니다. IssuesDetected,OutcomesDetected,ActionItemsDetected
각 필드에는 Id 및 CharacterOffsets이 있는 TranscriptItems 배열이 있습니다. 이러한 필드에는 해당 고객 응대 요약이 포함된 것으로 확인된 특정 부분(문제, 결과 또는 작업 항목)과 TranscriptItems이 설명되어 있습니다.
참고
현재 키 하이라이트는 text/plain 채팅 메시지에만 추론됩니다.
감정
전체 감정
고객 응대 참가자의 DetailsByParticipantRole 필드 감정 점수는 음성 분석용 Contact Lens 파일과 비슷합니다.
DetailsByInteraction 필드에는 WithAgent 및 WithoutAgent 채팅 상호 작용의 일부에 대한 CUSTOMER 감정 점수가 있습니다. 해당 상호 작용 부분에 고객 메시지가 없는 경우에는 해당 필드가 비어 있습니다.
참고
현재 감정 유추 기능은 text/plain, text/markdown 채팅 메시지에 대해서만 지원됩니다.
감정 변화
DetailsByParticipantRole 필드에는 고객 응대 참여자(즉,AGENT,CUSTOMER)의 감정 변화를 설명하는 객체 BeginScore 및 EndScore가 포함되어 있습니다.
DetailsByInteraction 필드에는 WithAgent 및 WithoutAgent 채팅 상호 작용의 일부에 대한 CUSTOMER 감정 변화가 있습니다. 해당 상호 작용 부분에 고객 메시지가 없는 경우에는 해당 필드가 비어 있습니다.
감정 변화는 채팅 상호 작용 전반에 걸쳐 참가자의 감정이 어떻게 변화했는지에 대한 정보를 제공합니다.
응답 시간
AgentGreetingTimeMillis는 AGENT가 채팅에 참여한 시점과 고객에게 첫 메시지를 종료한 시점 사이의 시간을 측정합니다.
DetailsByParticipantRole에는 각 참가자에 대해 다음과 같은 특성이 있습니다
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Average: 참가자의 평균 응답 시간은 얼마입니까? -
Maximum: 참가자의 가장 긴 응답 시간은 얼마입니까? 최대 응답 시간이 같은 기록 항목이 여러 개 있는 경우 어떤 항목이 해당되나요?
특정 참가자의 Average 및 Maximum 응답 시간을 계산하려면 다른 참가자의 메시지에 응답해야 합니다(AGENT가 CUSTOMER에게 응답해야 하거나 그 반대의 경우도 마찬가지입니다).
예를 들어 채팅이 종료되기 전에 CUSTOMER으로부터 메시지가 한 개만 있고 AGENT로부터 메시지가 한 개만 있는 경우 Contact Lens는 AGENT에 대한 응답 시간을 계산하지만 CUSTOMER에 대한 응답 시간은 계산하지 않습니다.
참고
현재 응답 시간 유추 기능은 text/plain, text/markdown 채팅 메시지에 대해서만 지원됩니다.
수정
채팅의 원본 분석 파일에 대해서는 다음 사항에 유의하세요.
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기록 항목에는 삭제할 데이터가 있는 경우에만
Redaction섹션이 포함됩니다. 이 섹션에는 수정된 분석 파일에서 수정된 데이터에 대한 문자 오프셋이 포함되어 있습니다. -
두 개 이상의 메시지가 삭제된 경우 첫 번째 오프셋은 첫 번째 삭제된 메시지에 적용되고, 두 번째 오프셋은 두 번째 삭제된 메시지에 적용되는 식으로 적용됩니다.
DisplayNames AGENT 및 CUSTOMER 는 를 포함하므로 수정됩니다PII. 이는 AttachmentName에도 적용됩니다.
CharacterOffsets는 편집된 분석 파일에서 Content의 수정 변경 사항을 고려합니다. CharacterOffsets는 원본 콘텐츠가 아닌 수정된 콘텐츠를 설명합니다.
원본 채팅 파일 예시
{ "AccountId": "123456789012", "Categories": { "MatchedCategories": [ "agent-intro" ], "MatchedDetails": { "agent-intro": { "PointsOfInterest": [ { "TranscriptItems": [ { "CharacterOffsets": { "BeginOffsetChar": 0, "EndOffsetChar": 73 }, "Id": "e4949dd1-aaa1-4fbd-84e7-65c95b2d3d9a" } ] } ] } } }, "Channel": "CHAT", "ChatTranscriptVersion": "2019-08-26", "ContentMetadata": { "Output": "Raw" }, "ConversationCharacteristics": { "ContactSummary": { "PostContactSummary": { "Content": "The customer and agent's conversation did not have any clear issues, outcomes or next steps. Agent verified customer information and finished the call." } }, "SummaryItemsDetected": [ { "ActionItemsDetected": [], "IssuesDetected": [ { "TranscriptItems": [ { "CharacterOffsets": { "BeginOffsetChar": 72, "EndOffsetChar": 244 }, "Id": "2b8ba020-53ee-4053-b5b7-35364ac1c7df" } ] } ] "OutcomesDetected": [ { "TranscriptItems": [ { "CharacterOffsets": { "BeginOffsetChar": 0, "EndOffsetChar": 150 }, "Id": "72cc8c8d-2199-422a-b363-01d6d3fdc851" } ] } ] } ], "ResponseTime": { "AgentGreetingTimeMillis": 2511, "DetailsByParticipantRole": { "AGENT": { "Average": { "ValueMillis": 5575 }, "Maximum": { "TranscriptItems": [ { "Id": "21acf0fc-7259-4a08-b4cd-688eb56587d3" } ], "ValueMillis": 7309 } }, "CUSTOMER": { "Average": { "ValueMillis": 5875 }, "Maximum": { "TranscriptItems": [ { "Id": "c71ad383-f876-4bb3-b254-7837b6a3d395" } ], "ValueMillis": 11366 } } } }, "Sentiment": { "DetailsByTranscriptItemGroup": [ { "ParticipantRole": "AGENT", "ProgressiveScore": 0, "Sentiment": "NEUTRAL", "TranscriptItems": [ { "Id": "e4949dd1-aaa1-4fbd-84e7-65c95b2d3d9a" } ] }, { "ParticipantRole": "AGENT", "ProgressiveScore": 0, "Sentiment": "NEUTRAL", "TranscriptItems": [ { "Id": "3673d926-6e75-4620-a6f0-7ea571790a15" } ] }, { "ParticipantRole": "AGENT", "ProgressiveScore": 0, "Sentiment": "NEUTRAL", "TranscriptItems": [ { "Id": "46d37141-32d8-4f2e-a664-bcd3f34a68b3" } ] }, { "ParticipantRole": "AGENT", "ProgressiveScore": 0, "Sentiment": "NEUTRAL", "TranscriptItems": [ { "Id": "3c4a2a1e-6790-46a6-8ad4-4a0980b04795" } ] }, { "ParticipantRole": "AGENT", "ProgressiveScore": 0, "Sentiment": "NEUTRAL", "TranscriptItems": [ { "Id": "f9cd41b6-3f68-4e83-a47d-664395f324c0" } ] }, { "ParticipantRole": "AGENT", "ProgressiveScore": 1.6666666666666667, "Sentiment": "POSITIVE", "TranscriptItems": [ { "Id": "21acf0fc-7259-4a08-b4cd-688eb56587d3" } ] }, { "ParticipantRole": "AGENT", "ProgressiveScore": 1.6666666666666667, "Sentiment": "NEUTRAL", "TranscriptItems": [ { "Id": "2b8ba020-53ee-4053-b5b7-35364ac1c7df" } ] }, { "ParticipantRole": "AGENT", "ProgressiveScore": 1.6666666666666667, "Sentiment": "NEUTRAL", "TranscriptItems": [ { "Id": "28d0a1ce-64d1-4625-bbef-4cfeb97b6742" } ] }, { "ParticipantRole": "AGENT", "ProgressiveScore": 0, "Sentiment": "NEUTRAL", "TranscriptItems": [ { "Id": "ef9b8622-32d5-4cfd-9ccc-a242502267bc" }, { "Id": "03a9de67-f9e1-4884-a1a3-ecea78a4ce9e" }, { "Id": "cfee5ece-a671-4a11-9ec2-89aba4b7d688" } ] }, { "ParticipantRole": "AGENT", "ProgressiveScore": 0, "Sentiment": "NEUTRAL", "TranscriptItems": [ { "Id": "72cc8c8d-2199-422a-b363-01d6d3fdc851" } ] }, { "ParticipantRole": "AGENT", "ProgressiveScore": 1.6666666666666667, "Sentiment": "POSITIVE", "TranscriptItems": [ { "Id": "61bb2591-fe87-44e4-bba0-a3619c4cef1f" } ] }, { "ParticipantRole": "AGENT", "ProgressiveScore": 1.6666666666666667, "Sentiment": "NEUTRAL", "TranscriptItems": [ { "Id": "1761f27e-0989-4b6d-a046-fc03d2c6bc9c" } ] }, { "ParticipantRole": "AGENT", "ProgressiveScore": 3.3333333333333335, "Sentiment": "POSITIVE", "TranscriptItems": [ { "Id": "8cdff161-dc25-44e6-986f-fc0e08ee0a7d" } ] }, { "ParticipantRole": "CUSTOMER", "ProgressiveScore": -1.6666666666666667, "Sentiment": "NEGATIVE", "TranscriptItems": [ { "Id": "bcc51949-3a79-4398-be1b-a27345a8a8ad" } ] }, { "ParticipantRole": "CUSTOMER", "ProgressiveScore": -3.75, "Sentiment": "NEGATIVE", "TranscriptItems": [ { "Id": "7d5c07d7-3d26-4b34-ae91-39aeaeef685c" }, { "Id": "e0efbd17-9139-439b-8c80-ebf2b9b703b9" } ] }, { "ParticipantRole": "CUSTOMER", "ProgressiveScore": -3.75, "Sentiment": "NEUTRAL", "TranscriptItems": [ { "Id": "8fbb8dd4-9fd4-4991-83dc-5f06eeead9aa" } ] }, { "ParticipantRole": "CUSTOMER", "ProgressiveScore": -2.5, "Sentiment": "NEUTRAL", "TranscriptItems": [ { "Id": "3b856fd9-0eeb-4fb2-93ed-95ec4aeae3a6" } ] }, { "ParticipantRole": "CUSTOMER", "ProgressiveScore": 0, "Sentiment": "NEUTRAL", "TranscriptItems": [ { "Id": "ecb8c498-96d7-448b-8360-366eeddb4090" } ] }, { "ParticipantRole": "CUSTOMER", "ProgressiveScore": 0, "Sentiment": "NEUTRAL", "TranscriptItems": [ { "Id": "d334058f-e3de-4cf1-a361-32e4e61f1839" } ] }, { "ParticipantRole": "CUSTOMER", "ProgressiveScore": 0, "Sentiment": "NEUTRAL", "TranscriptItems": [ { "Id": "3ec6adb5-3f11-409c-af39-40cf7ba6f078" } ] }, { "ParticipantRole": "CUSTOMER", "ProgressiveScore": 0, "Sentiment": "NEUTRAL", "TranscriptItems": [ { "Id": "c71ad383-f876-4bb3-b254-7837b6a3d395" } ] }, { "ParticipantRole": "CUSTOMER", "ProgressiveScore": 0, "Sentiment": "NEUTRAL", "TranscriptItems": [ { "Id": "4b292b64-4a33-45ff-89df-d5a175d16d70" } ] }, { "ParticipantRole": "CUSTOMER", "ProgressiveScore": 0, "Sentiment": "NEUTRAL", "TranscriptItems": [ { "Id": "2da5a3c2-9d1b-458c-ae53-759a4e63198d" } ] }, { "ParticipantRole": "CUSTOMER", "ProgressiveScore": 1.6666666666666667, "Sentiment": "POSITIVE", "TranscriptItems": [ { "Id": "e23a2331-f3fc-4d3c-8a51-1541451186c9" } ] }, { "ParticipantRole": "CUSTOMER", "ProgressiveScore": 3.75, "Sentiment": "POSITIVE", "TranscriptItems": [ { "Id": "5a27cc39-9b73-4ebe-9275-5e6723788a1b" } ] }, { "ParticipantRole": "CUSTOMER", "ProgressiveScore": 3.75, "Sentiment": "NEUTRAL", "TranscriptItems": [ { "Id": "540368c7-ec19-4fc0-8c86-0a5ee62d31a0" } ] } ], "OverallSentiment": { "DetailsByInteraction": { "DetailsByParticipantRole": { "CUSTOMER": { "WithAgent": 0 } } }, "DetailsByParticipantRole": { "AGENT": 1.1538461538461537, "CUSTOMER": 0 } }, "SentimentShift": { "DetailsByInteraction": { "DetailsByParticipantRole": { "CUSTOMER": { "WithAgent": { "BeginScore": -3, "EndScore": 3.75 } } } }, "DetailsByParticipantRole": { "AGENT": { "BeginScore": 0, "EndScore": 2.5 }, "CUSTOMER": { "BeginScore": -3.75, "EndScore": 3.75 }, "SYSTEM": { "BeginScore": 2.5, "EndScore": 0 } } } } }, "CustomerMetadata": { "ContactId": "b49644f6-672f-445c-b209-f76b36482830", "InputS3Uri": "path to the json file in s3", "InstanceId": "f23fc323-3d6d-48aa-95dc-EXAMPLE012" }, "JobStatus": "COMPLETED", "LanguageCode": "en-US", "Participants": [ { "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER" }, { "ParticipantId": "2b2288b4-ff6e-4996-8d8e-260fd5a8ac02", "ParticipantRole": "SYSTEM" }, { "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT" } ], "Transcript": [ { "AbsoluteTime": "2022-10-27T03:31:50.735Z", "ContentType": "application/vnd.amazonaws.connect.event.participant.joined", "DisplayName": "John", "Id": "740c494d-9df7-4400-91c0-3e4df33922c8", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "EVENT" }, { "AbsoluteTime": "2022-10-27T03:31:53.390Z", "Content": "Hello, thanks for contacting us. This is an example of what the Amazon Connect virtual contact center can enable you to do.", "ContentType": "text/plain", "DisplayName": "SYSTEM_MESSAGE", "Id": "78aa8229-714a-4c87-916b-ce7d8d567ab2", "ParticipantId": "2b2288b4-ff6e-4996-8d8e-260fd5a8ac02", "ParticipantRole": "SYSTEM", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:31:55.131Z", "Content": "The time in queue is less than 5 minutes.", "ContentType": "text/plain", "DisplayName": "SYSTEM_MESSAGE", "Id": "1276382b-facb-49c5-8d34-62e3b0f50002", "ParticipantId": "2b2288b4-ff6e-4996-8d8e-260fd5a8ac02", "ParticipantRole": "SYSTEM", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:31:56.618Z", "Content": "You are now being placed in queue to chat with an agent.", "ContentType": "text/plain", "DisplayName": "SYSTEM_MESSAGE", "Id": "88c2363e-8206-4781-a353-c15e1ccacc12", "ParticipantId": "2b2288b4-ff6e-4996-8d8e-260fd5a8ac02", "ParticipantRole": "SYSTEM", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:00.951Z", "ContentType": "application/vnd.amazonaws.connect.event.participant.joined", "DisplayName": "Jane", "Id": "c05cca74-d50b-4aa5-b46c-fdb5ae8c814c", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Type": "EVENT" }, { "AbsoluteTime": "2022-10-27T03:32:03.462Z", "Content": "Hello, thanks for reaching Example Corp. This is Jane. How may I help you?", "ContentType": "text/markdown", "DisplayName": "Jane", "Id": "e4949dd1-aaa1-4fbd-84e7-65c95b2d3d9a", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Redaction": { "CharacterOffsets": [ { "BeginOffsetChar": 46, "EndOffsetChar": 53 } ] }, "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:08.102Z", "Content": "I'd like to see if I can get a refund or an exchange, because I ordered one of your grow-it-yourself indoor herb garden kits and nothing sprouted after a couple weeks so I think something is wrong with the seeds and this product may be defective.", "ContentType": "text/markdown", "DisplayName": "John", "Id": "bcc51949-3a79-4398-be1b-a27345a8a8ad", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:14.137Z", "Content": "My wife is blind and sensitive to the sun so I was going to surprise her for her birthday with all the herbs that she loves so you guys actually really let me down.", "ContentType": "text/markdown", "DisplayName": "John", "Id": "7d5c07d7-3d26-4b34-ae91-39aeaeef685c", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:18.781Z", "Content": "I should be taking my business elsewhere. I don't see why I should be giving money to a company that isn't even going to sell a product that works.", "ContentType": "text/markdown", "DisplayName": "John", "Id": "e0efbd17-9139-439b-8c80-ebf2b9b703b9", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:24.123Z", "Content": "Ok. Can I get your first and last name please?", "ContentType": "text/markdown", "DisplayName": "Jane", "Id": "3673d926-6e75-4620-a6f0-7ea571790a15", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:29.879Z", "Content": "Yeah. My first name is John and last name is Doe.", "ContentType": "text/markdown", "DisplayName": "John", "Id": "8fbb8dd4-9fd4-4991-83dc-5f06eeead9aa", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Redaction": { "CharacterOffsets": [ { "BeginOffsetChar": 21, "EndOffsetChar": 26 }, { "BeginOffsetChar": 44, "EndOffsetChar": 49 } ] }, "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:34.670Z", "Content": "Could you please provide me with the order ID number?", "ContentType": "text/markdown", "DisplayName": "Jane", "Id": "46d37141-32d8-4f2e-a664-bcd3f34a68b3", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:39.726Z", "Content": "Yes, just . Looking ...", "ContentType": "text/markdown", "DisplayName": "John", "Id": "3b856fd9-0eeb-4fb2-93ed-95ec4aeae3a6", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:44.887Z", "Content": "Not a problem, take your time.", "ContentType": "text/markdown", "DisplayName": "Jane", "Id": "3c4a2a1e-6790-46a6-8ad4-4a0980b04795", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:52.978Z", "Content": "Okay, that should be #5376897. You know, if the product was fine I wouldn't have to scrounge through emails.", "ContentType": "text/markdown", "DisplayName": "John", "Id": "ecb8c498-96d7-448b-8360-366eeddb4090", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:59.441Z", "Content": "alright, perfect. And could you also just confirm the shipping address for me?", "ContentType": "text/markdown", "DisplayName": "Jane", "Id": "f9cd41b6-3f68-4e83-a47d-664395f324c0", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Redaction": { "CharacterOffsets": [ { "BeginOffsetChar": 77, "EndOffsetChar": 78 } ] }, "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:33:05.455Z", "Content": "123 Any Street, Any Town, and the zip code is 98109.", "ContentType": "text/markdown", "DisplayName": "John", "Id": "d334058f-e3de-4cf1-a361-32e4e61f1839", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Redaction": { "CharacterOffsets": [ { "BeginOffsetChar": 0, "EndOffsetChar": 27 }, { "BeginOffsetChar": 49, "EndOffsetChar": 54 } ] }, "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:33:12.764Z", "Content": "Thank you very much. Just waiting on my system here. .. I'll also need the last four digits of your debit card.", "ContentType": "text/markdown", "DisplayName": "Jane", "Id": "21acf0fc-7259-4a08-b4cd-688eb56587d3", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:33:17.412Z", "Content": "Ok. Last four for my debit care are 9008", "ContentType": "text/markdown", "DisplayName": "John", "Id": "3ec6adb5-3f11-409c-af39-40cf7ba6f078", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Redaction": { "CharacterOffsets": [ { "BeginOffsetChar": 27, "EndOffsetChar": 31 } ] }, "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:33:22.486Z", "Content": "It's just too bad. I thought this was going to be the best gift idea. How can you guys be sending out defective seeds? Isn't that your whole business?", "ContentType": "text/markdown", "DisplayName": "Jane", "Id": "2b8ba020-53ee-4053-b5b7-35364ac1c7df", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:33:38.961Z", "Content": "I apologize for the experience you had Mr. Doe, its very uncommon that our customer will have this issue. We will look into this and get this sorted out for you right away.", "ContentType": "text/markdown", "DisplayName": "Jane", "Id": "28d0a1ce-64d1-4625-bbef-4cfeb97b6742", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Redaction": { "CharacterOffsets": [ { "BeginOffsetChar": 41, "EndOffsetChar": 46 } ] }, "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:33:44.192Z", "Content": "Well, my wife's birthday already passed, so. There's not too much you can do. But I would still like to grow the herbs for her, if possible.", "ContentType": "text/markdown", "DisplayName": "John", "Id": "4b292b64-4a33-45ff-89df-d5a175d16d70", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:33:51.310Z", "Content": "Totally understandable. Let me see what we can do for you. Please give me couple of minutes as I check the system.", "ContentType": "text/markdown", "DisplayName": "Jane", "Id": "ef9b8622-32d5-4cfd-9ccc-a242502267bc", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:33:56.287Z", "Content": "Thank you sir one moment please.", "ContentType": "text/markdown", "DisplayName": "Jane", "Id": "03a9de67-f9e1-4884-a1a3-ecea78a4ce9e", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:34:01.224Z", "Content": "Alright are you still there Mr Doe?", "ContentType": "text/markdown", "DisplayName": "Jane", "Id": "cfee5ece-a671-4a11-9ec2-89aba4b7d688", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Redaction": { "CharacterOffsets": [ { "BeginOffsetChar": 30, "EndOffsetChar": 35 } ] }, "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:34:07.093Z", "Content": "Yeah.", "ContentType": "text/markdown", "DisplayName": "John", "Id": "2da5a3c2-9d1b-458c-ae53-759a4e63198d", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:34:12.562Z", "Content": "We are not only refunding the cost of the grow-it-yourself indoor herb kit but we will also be sending you a replacement. Would you be okay with this?", "ContentType": "text/markdown", "DisplayName": "Jane", "Id": "72cc8c8d-2199-422a-b363-01d6d3fdc851", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:34:17.029Z", "Content": "Yeah! That would be great. I just want my wife to be able to have these herbs in her room. And I'm always happy to get my money back!", "ContentType": "text/markdown", "DisplayName": "John", "Id": "e23a2331-f3fc-4d3c-8a51-1541451186c9", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:34:22.269Z", "Content": "Awesome! We really want to keep our customers happy and satisfied, and again I want to apologize for your less than satisfactory experience with the last product you ordered from us.", "ContentType": "text/markdown", "DisplayName": "Jane", "Id": "61bb2591-fe87-44e4-bba0-a3619c4cef1f", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:34:26.353Z", "Content": "Okay! No problem. Sounds great. Thank you for all your help!", "ContentType": "text/markdown", "DisplayName": "John", "Id": "5a27cc39-9b73-4ebe-9275-5e6723788a1b", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:34:31.431Z", "Content": "Is there anything else I can help you out with John?", "ContentType": "text/markdown", "DisplayName": "Jane", "Id": "1761f27e-0989-4b6d-a046-fc03d2c6bc9c", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Redaction": { "CharacterOffsets": [ { "BeginOffsetChar": 48, "EndOffsetChar": 53 } ] }, "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:34:36.704Z", "Content": "Nope!", "ContentType": "text/markdown", "DisplayName": "John", "Id": "540368c7-ec19-4fc0-8c86-0a5ee62d31a0", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:34:41.448Z", "Content": "Ok great! Have a great day.", "ContentType": "text/markdown", "DisplayName": "Jane", "Id": "8cdff161-dc25-44e6-986f-fc0e08ee0a7d", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:34:42.799Z", "ContentType": "application/vnd.amazonaws.connect.event.participant.left", "DisplayName": "John", "Id": "d1ba54ba-61d4-4a48-9a9a-6cd17d70b8fb", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "EVENT" }, { "AbsoluteTime": "2022-10-27T03:34:43.192Z", "ContentType": "application/vnd.amazonaws.connect.event.chat.ended", "Id": "2d9a0e4f-faec-485f-97af-2767dde1f30a", "Type": "EVENT" } ], "Version": "CHAT-2022-11-30" }
수정된 채팅 파일 예시
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"[PII]", "Id": "740c494d-9df7-4400-91c0-3e4df33922c8", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "EVENT" }, { "AbsoluteTime": "2022-10-27T03:31:53.390Z", "Content": "Hello, thanks for contacting us. This is an example of what the Amazon Connect virtual contact center can enable you to do.", "ContentType": "text/plain", "DisplayName": "SYSTEM_MESSAGE", "Id": "78aa8229-714a-4c87-916b-ce7d8d567ab2", "ParticipantId": "2b2288b4-ff6e-4996-8d8e-260fd5a8ac02", "ParticipantRole": "SYSTEM", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:31:55.131Z", "Content": "The time in queue is less than 5 minutes.", "ContentType": "text/plain", "DisplayName": "SYSTEM_MESSAGE", "Id": "1276382b-facb-49c5-8d34-62e3b0f50002", "ParticipantId": "2b2288b4-ff6e-4996-8d8e-260fd5a8ac02", "ParticipantRole": "SYSTEM", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:31:56.618Z", "Content": "You are now being placed in queue to chat with an agent.", "ContentType": "text/plain", "DisplayName": "SYSTEM_MESSAGE", "Id": "88c2363e-8206-4781-a353-c15e1ccacc12", "ParticipantId": "2b2288b4-ff6e-4996-8d8e-260fd5a8ac02", "ParticipantRole": "SYSTEM", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:00.951Z", "ContentType": "application/vnd.amazonaws.connect.event.participant.joined", "DisplayName": "[PII]", "Id": "c05cca74-d50b-4aa5-b46c-fdb5ae8c814c", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Type": "EVENT" }, { "AbsoluteTime": "2022-10-27T03:32:03.462Z", "Content": "Hello, thanks for reaching Example Corp. This is [PII]. How may I help you?", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "e4949dd1-aaa1-4fbd-84e7-65c95b2d3d9a", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Redaction": { "CharacterOffsets": [ { "BeginOffsetChar": 46, "EndOffsetChar": 51 } ] }, "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:08.102Z", "Content": "I'd like to see if I can get a refund or an exchange, because I ordered one of your grow-it-yourself indoor herb garden kits and nothing sprouted after a couple weeks so I think something is wrong with the seeds and this product may be defective.", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "bcc51949-3a79-4398-be1b-a27345a8a8ad", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:14.137Z", "Content": "My wife is blind and sensitive to the sun so I was going to surprise her for her birthday with all the herbs that she loves so you guys actually really let me down.", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "7d5c07d7-3d26-4b34-ae91-39aeaeef685c", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:18.781Z", "Content": "I should be taking my business elsewhere. I don't see why I should be giving money to a company that isn't even going to sell a product that works.", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "e0efbd17-9139-439b-8c80-ebf2b9b703b9", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:24.123Z", "Content": "Ok. Can I get your first and last name please?", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "3673d926-6e75-4620-a6f0-7ea571790a15", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:29.879Z", "Content": "Yeah. My first name is [PII] and last name [PII].", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "8fbb8dd4-9fd4-4991-83dc-5f06eeead9aa", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Redaction": { "CharacterOffsets": [ { "BeginOffsetChar": 21, "EndOffsetChar": 26 }, { "BeginOffsetChar": 44, "EndOffsetChar": 49 } ] }, "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:34.670Z", "Content": "Could you please provide me with the order ID number?", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "46d37141-32d8-4f2e-a664-bcd3f34a68b3", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:39.726Z", "Content": "Yes, just . Looking ...", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "3b856fd9-0eeb-4fb2-93ed-95ec4aeae3a6", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:44.887Z", "Content": "Not a problem, take your time.", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "3c4a2a1e-6790-46a6-8ad4-4a0980b04795", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:52.978Z", "Content": "Okay, that should be #5376897. You know, if the product was fine I wouldn't have to scrounge through emails.", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "ecb8c498-96d7-448b-8360-366eeddb4090", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:32:59.441Z", "Content": "alright, perfect. And could you also just confirm the shipping address for me, [PII]", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "f9cd41b6-3f68-4e83-a47d-664395f324c0", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Redaction": { "CharacterOffsets": [ { "BeginOffsetChar": 77, "EndOffsetChar": 82 } ] }, "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:33:05.455Z", "Content": "[PII], and the zip code [PII].", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "d334058f-e3de-4cf1-a361-32e4e61f1839", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Redaction": { "CharacterOffsets": [ { "BeginOffsetChar": 0, "EndOffsetChar": 5 }, { "BeginOffsetChar": 27, "EndOffsetChar": 32 } ] }, "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:33:12.764Z", "Content": "Thank you very much. Just waiting on my system here. .. I'll also need the last four digits of your debit card.", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "21acf0fc-7259-4a08-b4cd-688eb56587d3", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:33:17.412Z", "Content": "Ok. Last four for my debit card [PII]", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "3ec6adb5-3f11-409c-af39-40cf7ba6f078", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Redaction": { "CharacterOffsets": [ { "BeginOffsetChar": 27, "EndOffsetChar": 32 } ] }, "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:33:33.852Z", "Content": "It's just too bad. I thought this was going to be the best gift idea. How can you guys be sending out defective seeds? Isn't that your whole business?", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "c71ad383-f876-4bb3-b254-7837b6a3d395", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:33:38.961Z", "Content": "I apologize for the experience you had Mr [PII], its very uncommon that our customer will have this issue. We will look into this and get this sorted out for you right away.", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "28d0a1ce-64d1-4625-bbef-4cfeb97b6742", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Redaction": { "CharacterOffsets": [ { "BeginOffsetChar": 41, "EndOffsetChar": 46 } ] }, "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:33:44.192Z", "Content": "Well, my wife's birthday already passed, so. There's not too much you can do. But I would still like to grow the herbs for her, if possible.", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "4b292b64-4a33-45ff-89df-d5a175d16d70", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:33:51.310Z", "Content": "Totally understandable. Let me see what we can do for you. Please give me couple of minutes as I check the system.", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "ef9b8622-32d5-4cfd-9ccc-a242502267bc", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:33:56.287Z", "Content": "Thank you sir one moment please.", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "03a9de67-f9e1-4884-a1a3-ecea78a4ce9e", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:34:01.224Z", "Content": "Alright are you still there Mr [PII]?", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "cfee5ece-a671-4a11-9ec2-89aba4b7d688", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Redaction": { "CharacterOffsets": [ { "BeginOffsetChar": 30, "EndOffsetChar": 35 } ] }, "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:34:07.093Z", "Content": "Yeah.", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "2da5a3c2-9d1b-458c-ae53-759a4e63198d", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:34:12.562Z", "Content": "We are not only refunding the cost of the grow-it-yourself indoor herb kit but we will also be sending you a replacement. Would you be okay with this?", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "72cc8c8d-2199-422a-b363-01d6d3fdc851", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:34:17.029Z", "Content": "Yeah! That would be great. I just want my wife to be able to have these herbs in her room. And I'm always happy to get my money back!", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "e23a2331-f3fc-4d3c-8a51-1541451186c9", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:34:22.269Z", "Content": "Awesome! We really want to keep our customers happy and satisfied, and again I want to apologize for your less than satisfactory experience with the last product you ordered from us.", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "61bb2591-fe87-44e4-bba0-a3619c4cef1f", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:34:26.353Z", "Content": "Okay! No problem. Sounds great. Thank you for all your help!", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "5a27cc39-9b73-4ebe-9275-5e6723788a1b", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:34:31.431Z", "Content": "Is there anything else I can help you out with Mr [PII]?", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "1761f27e-0989-4b6d-a046-fc03d2c6bc9c", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Redaction": { "CharacterOffsets": [ { "BeginOffsetChar": 48, "EndOffsetChar": 53 } ] }, "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:34:36.704Z", "Content": "Nope!", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "540368c7-ec19-4fc0-8c86-0a5ee62d31a0", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:34:41.448Z", "Content": "Ok great! Have a great day.", "ContentType": "text/plain", "DisplayName": "[PII]", "Id": "8cdff161-dc25-44e6-986f-fc0e08ee0a7d", "ParticipantId": "f36a545d-67b2-4fd4-89fb-896136b609a7", "ParticipantRole": "AGENT", "Type": "MESSAGE" }, { "AbsoluteTime": "2022-10-27T03:34:42.799Z", "ContentType": "application/vnd.amazonaws.connect.event.participant.left", "DisplayName": "[PII]", "Id": "d1ba54ba-61d4-4a48-9a9a-6cd17d70b8fb", "ParticipantId": "e9b36a6d-12aa-4c21-9745-1881648ecfc8", "ParticipantRole": "CUSTOMER", "Type": "EVENT" }, { "AbsoluteTime": "2022-10-27T03:34:43.192Z", "ContentType": "application/vnd.amazonaws.connect.event.chat.ended", "Id": "2d9a0e4f-faec-485f-97af-2767dde1f30a", "Type": "EVENT" } ], "Version": "CHAT-2022-11-30" }
