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* Checkpoint * Update workflows/DeepResearch.yaml Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Comment * Fix comment * Update package version * Fix nuget haxx * Checkpoint * Code complete * Testing * Message content workaround * Add sequential flow * Checkpoint * Integration test project * Checkpoint * Checkpoint cleanup * Complete * Update package --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>
246 lines
9.0 KiB
C#
246 lines
9.0 KiB
C#
// Copyright (c) Microsoft. All rights reserved.
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using System;
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using System.Collections.Generic;
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using System.Linq;
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using Microsoft.Agents.Workflows.Declarative.PowerFx.Functions;
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using Microsoft.Bot.ObjectModel;
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using Microsoft.Extensions.AI;
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using Microsoft.PowerFx.Types;
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namespace Microsoft.Agents.Workflows.Declarative.Extensions;
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internal static class ChatMessageExtensions
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{
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public static RecordValue ToRecord(this ChatMessage message) =>
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RecordValue.NewRecordFromFields(message.GetMessageFields());
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public static TableValue ToTable(this IEnumerable<ChatMessage> messages) =>
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FormulaValue.NewTable(s_messageRecordType, messages.Select(message => message.ToRecord()));
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public static IEnumerable<ChatMessage> ToChatMessages(this DataValue messages)
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{
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if (messages is TableDataValue table)
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{
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return table.ToChatMessages();
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}
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if (messages is RecordDataValue record)
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{
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return [record.ToChatMessage()];
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}
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if (messages is StringDataValue text)
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{
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return [text.ToChatMessage()];
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}
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return [];
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}
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public static IEnumerable<ChatMessage> ToChatMessages(this TableDataValue messages)
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{
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foreach (DataValue message in messages.Values)
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{
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if (message is RecordDataValue record)
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{
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if (record.Properties.Count == 1 && record.Properties.TryGetValue("Value", out DataValue? singleColumn))
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{
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record = singleColumn as RecordDataValue ?? record;
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}
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ChatMessage? convertedMessage = record.ToChatMessage();
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if (convertedMessage is not null)
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{
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yield return convertedMessage;
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}
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}
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else if (message is StringDataValue text)
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{
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yield return ToChatMessage(text);
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}
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}
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}
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public static ChatMessage? ToChatMessage(this DataValue message)
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{
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if (message is RecordDataValue record)
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{
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return record.ToChatMessage();
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}
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if (message is StringDataValue text)
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{
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return text.ToChatMessage();
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}
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if (message is BlankDataValue)
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{
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return null;
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}
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throw new DeclarativeActionException($"Unable to convert {message.GetDataType()} to {nameof(ChatMessage)}.");
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}
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public static ChatMessage ToChatMessage(this RecordDataValue message) =>
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new(message.GetRole(), [.. message.GetContent()])
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{
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AdditionalProperties = message.GetProperty<RecordDataValue>("metadata").ToMetadata()
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};
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public static ChatMessage ToChatMessage(this StringDataValue message) => new(ChatRole.User, message.Value);
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public static AdditionalPropertiesDictionary? ToMetadata(this RecordDataValue? metadata)
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{
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if (metadata is null)
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{
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return null;
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}
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AdditionalPropertiesDictionary properties = [];
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foreach (KeyValuePair<string, DataValue> property in metadata.Properties)
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{
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properties[property.Key] = property.Value.ToObject();
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}
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return properties;
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}
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public static ChatRole ToChatRole(this AgentMessageRole role) =>
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role switch
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{
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AgentMessageRole.Agent => ChatRole.Assistant,
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AgentMessageRole.User => ChatRole.User,
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_ => ChatRole.User
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};
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public static ChatRole ToChatRole(this AgentMessageRole? role) => role?.ToChatRole() ?? ChatRole.User;
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public static AIContent? ToContent(this AgentMessageContentType contentType, string? contentValue)
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{
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if (string.IsNullOrEmpty(contentValue))
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{
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return null;
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}
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return
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contentType switch
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{
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AgentMessageContentType.ImageUrl => new UriContent(contentValue, "image/*"),
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AgentMessageContentType.ImageFile => new HostedFileContent(contentValue),
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_ => new TextContent(contentValue)
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};
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}
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private static ChatRole GetRole(this RecordDataValue message)
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{
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StringDataValue? roleValue = message.GetProperty<StringDataValue>(TypeSchema.Message.Fields.Role);
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if (roleValue is null || string.IsNullOrWhiteSpace(roleValue.Value))
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{
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return ChatRole.User;
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}
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AgentMessageRole? role = null;
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if (Enum.TryParse<AgentMessageRole>(roleValue.Value, out AgentMessageRole parsedRole))
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{
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role = parsedRole;
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}
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return role.ToChatRole();
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}
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private static IEnumerable<AIContent> GetContent(this RecordDataValue message)
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{
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TableDataValue? content = message.GetProperty<TableDataValue>(TypeSchema.Message.Fields.Content);
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if (content is not null)
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{
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foreach (RecordDataValue contentItem in content.Values)
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{
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StringDataValue? contentValue = contentItem?.GetProperty<StringDataValue>(TypeSchema.Message.Fields.ContentValue);
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if (contentValue is null || string.IsNullOrWhiteSpace(contentValue.Value))
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{
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continue;
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}
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yield return
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contentItem?.GetProperty<StringDataValue>(TypeSchema.Message.Fields.ContentType)?.Value switch
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{
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TypeSchema.Message.ContentTypes.ImageUrl => new UriContent(contentValue.Value, "image/*"),
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TypeSchema.Message.ContentTypes.ImageFile => new HostedFileContent(contentValue.Value),
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_ => new TextContent(contentValue.Value)
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};
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}
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}
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}
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private static TValue? GetProperty<TValue>(this RecordDataValue record, string name)
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where TValue : DataValue
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{
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if (record.Properties.TryGetValue(name, out DataValue? value) && value is TValue dataValue)
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{
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return dataValue;
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}
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return null;
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}
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private static IEnumerable<NamedValue> GetMessageFields(this ChatMessage message)
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{
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yield return new NamedValue(TypeSchema.Message.Fields.Id, message.MessageId.ToFormula());
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yield return new NamedValue(TypeSchema.Message.Fields.Role, message.Role.Value.ToFormula());
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yield return new NamedValue(TypeSchema.Message.Fields.Author, message.AuthorName.ToFormula());
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yield return new NamedValue(TypeSchema.Message.Fields.Content, TableValue.NewTable(s_contentRecordType, message.GetContentRecords()));
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yield return new NamedValue(TypeSchema.Message.Fields.Text, message.Text.ToFormula());
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yield return new NamedValue(TypeSchema.Message.Fields.Metadata, message.AdditionalProperties.ToRecord());
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}
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private static IEnumerable<RecordValue> GetContentRecords(this ChatMessage message) =>
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message.Contents.Select(content => RecordValue.NewRecordFromFields(content.GetContentFields()));
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private static IEnumerable<NamedValue> GetContentFields(this AIContent content)
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{
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return
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content switch
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{
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UriContent uriContent => CreateContentRecord(TypeSchema.Message.ContentTypes.ImageUrl, uriContent.Uri.ToString()),
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HostedFileContent fileContent => CreateContentRecord(TypeSchema.Message.ContentTypes.ImageFile, fileContent.FileId),
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TextContent textContent => CreateContentRecord(TypeSchema.Message.ContentTypes.Text, textContent.Text),
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_ => []
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};
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static IEnumerable<NamedValue> CreateContentRecord(string type, string value)
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{
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yield return new NamedValue(TypeSchema.Message.Fields.ContentType, type.ToFormula());
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yield return new NamedValue(TypeSchema.Message.Fields.ContentValue, value.ToFormula());
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}
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}
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private static RecordValue ToRecord(this AdditionalPropertiesDictionary? value)
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{
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return FormulaValue.NewRecordFromFields(GetFields());
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IEnumerable<NamedValue> GetFields()
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{
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if (value is not null)
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{
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foreach (string key in value.Keys)
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{
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yield return new NamedValue(key, value[key].ToFormula());
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}
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}
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}
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}
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private static readonly RecordType s_contentRecordType =
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RecordType.Empty()
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.Add(TypeSchema.Message.Fields.ContentType, FormulaType.String)
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.Add(TypeSchema.Message.Fields.ContentValue, FormulaType.String);
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private static readonly RecordType s_messageRecordType =
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RecordType.Empty()
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.Add(TypeSchema.Message.Fields.Id, FormulaType.String)
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.Add(TypeSchema.Message.Fields.Role, FormulaType.String)
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.Add(TypeSchema.Message.Fields.Author, FormulaType.String)
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.Add(TypeSchema.Message.Fields.Content, s_contentRecordType.ToTable())
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.Add(TypeSchema.Message.Fields.Text, FormulaType.String)
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.Add(TypeSchema.Message.Fields.Metadata, RecordType.Empty());
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}
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