97 lines
2.9 KiB
C#
97 lines
2.9 KiB
C#
using System;
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using System.Collections.Generic;
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using System.IO;
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using System.Linq;
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using System.Text;
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using System.Text.RegularExpressions;
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using BotSharp.Core.Agents;
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using BotSharp.Core.Intents;
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using BotSharp.Platform.Abstraction;
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using BotSharp.Platform.Models;
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using Newtonsoft.Json;
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namespace BotSharp.Core.Engines.QuickQA
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{
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public class AgentImporterInQuickQA<TAgent> : IAgentImporter<TAgent>
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{
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public string AgentDir { get; set; }
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public Agent LoadAgent(AgentImportHeader agentHeader)
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{
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var agent = new Agent();
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agent.ClientAccessToken = Guid.NewGuid().ToString("N");
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agent.DeveloperAccessToken = Guid.NewGuid().ToString("N");
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agent.Id = agentHeader.Id;
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agent.Name = agentHeader.Name;
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return agent;
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}
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public void LoadBuildinEntities(Agent agent)
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{
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}
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public void LoadCustomEntities(Agent agent)
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{
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}
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public void LoadIntents(Agent agent)
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{
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string lines = File.ReadAllText(Path.Combine(AgentDir, "corpus.txt"));
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var questions = Regex.Matches(lines, @"^Q - .+\n", RegexOptions.Multiline).Cast<Match>().ToArray();
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var answers = Regex.Matches(lines, @"^A - ", RegexOptions.Multiline).Cast<Match>().ToArray();
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int qNumber = 1;
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agent.Intents = questions.Select(x => new Intent
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{
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Name = $"Q{qNumber++}",
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UserSays = new List<IntentExpression>
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{
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new IntentExpression
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{
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Data = new List<IntentExpressionPart>
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{
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new IntentExpressionPart
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{
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Text = x.Value.Substring(4).Trim()
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}
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}
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}
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}
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}).ToList();
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// assemble answers
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for (int idx = 0; idx < agent.Intents.Count(); idx++)
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{
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var intent = agent.Intents[idx];
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var answer = answers[idx];
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var start = answer.Index + 4;
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var length = ((idx == agent.Intents.Count() - 1) ? lines.Length : questions[idx + 1].Index) - answer.Index - 4;
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intent.Responses = new List<IntentResponse>
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{
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new IntentResponse
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{
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Messages = new List<IntentResponseMessage>
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{
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new IntentResponseMessage
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{
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Speech = lines.Substring(start, length).Trim()
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}
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}
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}
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};
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}
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}
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public void AssembleTrainData(Agent agent)
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{
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}
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}
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}
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