Count the tool conversation in the token count (#973)
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This commit is contained in:
Thorsten Sommer authored and GitHub committed 2026-09-14 19:54:23 +02:00
1 parent f869122070
commit 6ce7d856a3
15 files changed
+479 -58

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@@ -1,3 +1,7 @@
using System.Text.Json;
using AIStudio.Tools.ToolCallingSystem;
namespace AIStudio.Chat;
/// <summary>
@@ -6,9 +10,15 @@ namespace AIStudio.Chat;
/// <remarks>
/// Collected here rather than while counting, so that what counts towards a token budget is one
/// question with one answer which a test can ask. It follows what the message builder actually
/// sends: the system prompt, the text of every block, and the attachments hanging off those
/// blocks -- plus whatever is standing in the composer but has not been sent yet, because that is
/// the part a person is deciding about while they look at the number.
/// sends: the system prompt, the schema of every tool the model may call, the text of every block,
/// and the attachments hanging off those blocks -- plus whatever is standing in the composer but
/// has not been sent yet, because that is the part a person is deciding about while they look at
/// the number.
///
/// And, while a request is running, what its tools have returned so far. That is the one part
/// which is not about the next request but about the one in flight: it is what the model is
/// reading at this moment, it is what fills the window while somebody watches, and it is gone
/// again once the answer stands.
/// </remarks>
public sealed record ConversationParts
{
@@ -23,13 +33,17 @@ public sealed record ConversationParts
public IReadOnlyList<string> Texts { get; init; } = [];
/// <summary>
/// The texts which are still being written.
/// The texts which belong to this moment alone.
/// </summary>
/// <remarks>
/// They cost exactly what the others cost; what sets them apart is that they will never be seen
/// again in this shape. The sentence somebody is typing changes with the next pause, and an
/// answer being streamed is a different text three seconds later -- so remembering what they
/// cost fills memory with answers nobody will ask for again.
///
/// What a model's tools have returned so far belongs here for the same reason, although nobody
/// is writing it: it travels with every further round of one request and with nothing after
/// that, so it is measured while it matters and forgotten when the answer is there.
/// </remarks>
public IReadOnlyList<string> GrowingTexts { get; init; } = [];
@@ -48,7 +62,9 @@ public sealed record ConversationParts
/// </summary>
/// <remarks>
/// Blocks without text are skipped, because the message builder skips them too: a block whose
/// text is empty never becomes a message, whatever else hangs off it.
/// text is empty never becomes a message, whatever else hangs off it. What such a block may
/// still carry is the tool conversation of a request which is running right now -- that one
/// does travel, and it is read before the text is looked at.
/// </remarks>
/// <param name="thread">The conversation so far, or null when there is none yet.</param>
/// <param name="systemPrompt">
@@ -59,8 +75,12 @@ public sealed record ConversationParts
/// <param name="draft">What stands in the composer.</param>
/// <param name="draftAttachments">What is attached to the composer.</param>
/// <param name="imagesAreSent">Whether the model takes images at all. When it does not, none are sent.</param>
/// <param name="toolDefinitions">
/// The tools the model may call, filtered for the provider the same way they are before
/// sending, or null when there are none.
/// </param>
/// <returns>The parts of the conversation.</returns>
public static ConversationParts Of(ChatThread? thread, string systemPrompt, string draft, IEnumerable<FileAttachment>? draftAttachments, bool imagesAreSent)
public static ConversationParts Of(ChatThread? thread, string systemPrompt, string draft, IEnumerable<FileAttachment>? draftAttachments, bool imagesAreSent, IEnumerable<ToolDefinition>? toolDefinitions)
{
var texts = new List<string>();
var growing = new List<string>();
@@ -70,6 +90,15 @@ public sealed record ConversationParts
if (!string.IsNullOrWhiteSpace(systemPrompt))
texts.Add(systemPrompt);
//
// The tools ride along beside the messages, one schema each, in every single request of a
// conversation. Counted with the lasting texts rather than with the growing ones: a schema
// is the same string all session long, so measuring it once and remembering it is exactly
// what the cache is for.
//
foreach (var definition in toolDefinitions ?? [])
texts.Add(Describe(definition));
if (thread is not null)
{
//
@@ -79,7 +108,18 @@ public sealed record ConversationParts
//
foreach (var block in thread.Blocks)
{
if (block.ContentType is not ContentType.TEXT || block.Content is not ContentText text || string.IsNullOrWhiteSpace(text.Text))
if (block.ContentType is not ContentType.TEXT || block.Content is not ContentText text)
continue;
//
// Asked before the text is, because while a model calls tools there is no text yet:
// the answer arrives in one piece at the end, and everything in between travels as
// the tool conversation. A block skipped for having nothing to say is exactly the
// block whose request is growing the fastest.
//
growing.AddRange(text.PendingToolConversation);
if (string.IsNullOrWhiteSpace(text.Text))
continue;
if (text.IsStreaming)
@@ -106,6 +146,27 @@ public sealed record ConversationParts
};
}
/// <summary>
/// What one tool costs the request it is offered in.
/// </summary>
/// <remarks>
/// Its name, what it tells the model it does, and the arguments it takes -- that is what the
/// provider adapters put into the tool list of the request body. The wire shape differs
/// between the APIs: they name the fields differently, and a strict schema is rewritten for
/// the OpenAI ones. None of that changes the length by an amount which matters next to a
/// conversation, and the number is reported as an estimate anyway.
/// </remarks>
/// <param name="definition">The tool as it was declared.</param>
/// <returns>The text to count for it.</returns>
private static string Describe(ToolDefinition definition)
{
var parameters = definition.Function.Parameters.ValueKind is JsonValueKind.Undefined
? string.Empty
: definition.Function.Parameters.GetRawText();
return $"{definition.Function.Name}{definition.Function.DescriptionForLLM}{parameters}";
}
/// <summary>
/// Puts attachments into the two groups they are counted in.
/// </summary>