BotSharp/src/Infrastructure/BotSharp.Core/Files/Services/BotSharpFileService.Pdf.cs
2024-07-18 13:20:38 -05:00

144 lines
4.7 KiB
C#

using System.IO;
namespace BotSharp.Core.Files.Services;
public partial class BotSharpFileService
{
public async Task<string> InstructPdf(string? provider, string? model, string? modelId, string prompt, List<BotSharpFile> files)
{
var content = string.Empty;
if (string.IsNullOrWhiteSpace(prompt) || files.IsNullOrEmpty())
{
return content;
}
var guid = Guid.NewGuid().ToString();
var sessionDir = GetSessionDirectory(guid);
if (!ExistDirectory(sessionDir))
{
Directory.CreateDirectory(sessionDir);
}
try
{
var pdfFiles = await SaveFiles(sessionDir, files);
var images = await ConvertPdfToImages(pdfFiles);
if (images.IsNullOrEmpty()) return content;
var completion = CompletionProvider.GetChatCompletion(_services, provider: provider ?? "openai",
model: model, modelId: modelId ?? "gpt-4", multiModal: true);
var message = await completion.GetChatCompletions(new Agent()
{
Id = Guid.Empty.ToString(),
}, new List<RoleDialogModel>
{
new RoleDialogModel(AgentRole.User, prompt)
{
Files = images.Select(x => new BotSharpFile { FileStorageUrl = x }).ToList()
}
});
content = message.Content;
return content;
}
catch (Exception ex)
{
_logger.LogError($"Error when analyzing pdf in file service: {ex.Message}\r\n{ex.InnerException}");
return content;
}
finally
{
Directory.Delete(sessionDir, true);
}
}
#region Private methods
private string GetSessionDirectory(string id)
{
var dir = Path.Combine(_baseDir, SESSION_FOLDER, id);
return dir;
}
private async Task<IEnumerable<string>> SaveFiles(string dir, List<BotSharpFile> files, string extension = "pdf")
{
if (string.IsNullOrWhiteSpace(dir) || files.IsNullOrEmpty())
{
return Enumerable.Empty<string>();
}
var locs = new List<string>();
foreach (var file in files)
{
try
{
var bytes = new byte[0];
if (!string.IsNullOrEmpty(file.FileUrl))
{
var http = _services.GetRequiredService<IHttpClientFactory>();
using var client = http.CreateClient();
bytes = await client.GetByteArrayAsync(file.FileUrl);
}
else if (!string.IsNullOrEmpty(file.FileData))
{
(_, bytes) = GetFileInfoFromData(file.FileData);
}
if (!bytes.IsNullOrEmpty())
{
var guid = Guid.NewGuid().ToString();
var fileDir = Path.Combine(dir, guid);
if (!ExistDirectory(fileDir))
{
Directory.CreateDirectory(fileDir);
}
var pdfDir = Path.Combine(fileDir, $"{guid}.{extension}");
using (var fs = new FileStream(pdfDir, FileMode.Create))
{
fs.Write(bytes, 0, bytes.Length);
fs.Close();
locs.Add(pdfDir);
Thread.Sleep(100);
}
}
}
catch (Exception ex)
{
_logger.LogWarning($"Error when saving pdf file: {ex.Message}\r\n{ex.InnerException}");
continue;
}
}
return locs;
}
private async Task<IEnumerable<string>> ConvertPdfToImages(IEnumerable<string> files)
{
var images = new List<string>();
var converter = GetPdf2ImageConverter();
if (converter == null || files.IsNullOrEmpty())
{
return images;
}
foreach (var file in files)
{
try
{
var segs = file.Split(Path.DirectorySeparatorChar);
var dir = string.Join(Path.DirectorySeparatorChar, segs.SkipLast(1));
var folder = Path.Combine(dir, "screenshots");
var urls = await converter.ConvertPdfToImages(file, folder);
images.AddRange(urls);
}
catch (Exception ex)
{
_logger.LogWarning($"Error when converting pdf file to images ({file}): {ex.Message}\r\n{ex.InnerException}");
continue;
}
}
return images;
}
#endregion
}