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Refactored the conversion from retrieval contexts to Markdown

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This commit is contained in:
Thorsten Sommer 2025-02-18 13:40:31 +01:00
parent e41b5ffbc8
commit 50c1b45735
Signed by: tsommer
GPG Key ID: 371BBA77A02C0108
2 changed files with 98 additions and 57 deletions
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59
app/MindWork AI Studio/Tools/RAG/AugmentationProcesses/AugmentationOne.cs
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@ -38,63 +38,8 @@ public sealed class AugmentationOne : IAugmentationProcess
sb.AppendLine("The following useful information will help you in processing the user prompt:"); sb.AppendLine("The following useful information will help you in processing the user prompt:");
sb.AppendLine(); sb.AppendLine();
var index = 0; // Let's convert all retrieval contexts to Markdown:
foreach(var retrievalContext in retrievalContexts) await retrievalContexts.AsMarkdown(sb, token);
{
index++;
sb.AppendLine($"# Retrieval context {index} of {numTotalRetrievalContexts}");
sb.AppendLine($"Data source name: {retrievalContext.DataSourceName}");
sb.AppendLine($"Content category: {retrievalContext.Category}");
sb.AppendLine($"Content type: {retrievalContext.Type}");
sb.AppendLine($"Content path: {retrievalContext.Path}");
if(retrievalContext.Links.Count > 0)
{
sb.AppendLine("Additional links:");
foreach(var link in retrievalContext.Links)
sb.AppendLine($"- {link}");
}
switch(retrievalContext)
{
case RetrievalTextContext textContext:
sb.AppendLine();
sb.AppendLine("Matched text content:");
sb.AppendLine("````");
sb.AppendLine(textContext.MatchedText);
sb.AppendLine("````");
if(textContext.SurroundingContent.Count > 0)
{
sb.AppendLine();
sb.AppendLine("Surrounding text content:");
foreach(var surrounding in textContext.SurroundingContent)
{
sb.AppendLine();
sb.AppendLine("````");
sb.AppendLine(surrounding);
sb.AppendLine("````");
}
}
break;
case RetrievalImageContext imageContext:
sb.AppendLine();
sb.AppendLine("Matched image content as base64-encoded data:");
sb.AppendLine("````");
sb.AppendLine(await imageContext.AsBase64(token));
sb.AppendLine("````");
break;
default:
logger.LogWarning($"The retrieval content type '{retrievalContext.Type}' of data source '{retrievalContext.DataSourceName}' at location '{retrievalContext.Path}' is not supported yet.");
break;
}
sb.AppendLine();
}
// //
// Append the entire augmentation to the chat thread, // Append the entire augmentation to the chat thread,

96
app/MindWork AI Studio/Tools/RAG/IRetrievalContextExtensions.cs Normal file
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@ -0,0 +1,96 @@
using System.Text;
using AIStudio.Chat;
namespace AIStudio.Tools.RAG;
public static class IRetrievalContextExtensions
{
private static readonly ILogger<IRetrievalContext> LOGGER = Program.SERVICE_PROVIDER.GetService<ILogger<IRetrievalContext>>()!;
public static async Task<string> AsMarkdown(this IReadOnlyList<IRetrievalContext> retrievalContexts, StringBuilder? sb = null, CancellationToken token = default)
{
sb ??= new StringBuilder();
var index = 0;
foreach(var retrievalContext in retrievalContexts)
{
index++;
await retrievalContext.AsMarkdown(sb, index, retrievalContexts.Count, token);
}
return sb.ToString();
}
public static async Task<string> AsMarkdown(this IRetrievalContext retrievalContext, StringBuilder? sb = null, int index = -1, int numTotalRetrievalContexts = -1, CancellationToken token = default)
{
sb ??= new StringBuilder();
switch (index)
{
case > 0 when numTotalRetrievalContexts is -1:
sb.AppendLine($"# Retrieval context {index}");
break;
case > 0 when numTotalRetrievalContexts > 0:
sb.AppendLine($"# Retrieval context {index} of {numTotalRetrievalContexts}");
break;
default:
sb.AppendLine("# Retrieval context");
break;
}
sb.AppendLine($"Data source name: {retrievalContext.DataSourceName}");
sb.AppendLine($"Content category: {retrievalContext.Category}");
sb.AppendLine($"Content type: {retrievalContext.Type}");
sb.AppendLine($"Content path: {retrievalContext.Path}");
if(retrievalContext.Links.Count > 0)
{
sb.AppendLine("Additional links:");
foreach(var link in retrievalContext.Links)
sb.AppendLine($"- {link}");
}
switch(retrievalContext)
{
case RetrievalTextContext textContext:
sb.AppendLine();
sb.AppendLine("Matched text content:");
sb.AppendLine("````");
sb.AppendLine(textContext.MatchedText);
sb.AppendLine("````");
if(textContext.SurroundingContent.Count > 0)
{
sb.AppendLine();
sb.AppendLine("Surrounding text content:");
foreach(var surrounding in textContext.SurroundingContent)
{
sb.AppendLine();
sb.AppendLine("````");
sb.AppendLine(surrounding);
sb.AppendLine("````");
}
}
break;
case RetrievalImageContext imageContext:
sb.AppendLine();
sb.AppendLine("Matched image content as base64-encoded data:");
sb.AppendLine("````");
sb.AppendLine(await imageContext.AsBase64(token));
sb.AppendLine("````");
break;
default:
LOGGER.LogWarning($"The retrieval content type '{retrievalContext.Type}' of data source '{retrievalContext.DataSourceName}' at location '{retrievalContext.Path}' is not supported yet.");
break;
}
sb.AppendLine();
return sb.ToString();
}
}