fix: truncate context logic
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This commit is contained in:
2026-09-04 02:20:37 +02:00
parent 34dde4bbfb
commit cd3da1941b
15 changed files with 238 additions and 126 deletions
+170 -48
View File
@@ -12,15 +12,16 @@
#include <QJsonObject>
#include <QNetworkReply>
#include <QNetworkRequest>
#include <QRegularExpression>
#include <QSet>
#include <QUrl>
#include <memory>
namespace ZShell::llm {
namespace {
// Minimum prompt budget kept even when the transcript alone nearly fills
// the window, so the model always sees the triggering message.
constexpr int kMinContextTokens = 512;
qsizetype jsonValueChars(const QJsonValue& value) {
@@ -49,16 +50,11 @@ int estimateMessageTokens(const QJsonObject& message) {
return int(jsonValueChars(message) / LlmTool::CharsPerToken) + 4;
}
// One message model row and the JSON messages it produces. Trimming works
// in whole units so an assistant turn and its tool results always travel
// together.
struct ContextUnit {
QList<QJsonObject> messages;
int tokens = 0;
};
// Shrink the free-text fields of a unit until it fits the budget. Used
// when a single unit (e.g. one huge user message) alone exceeds it.
void shrinkUnitToBudget(QList<QJsonObject>& unit, int budgetTokens) {
static const QStringList kTextKeys = {
QStringLiteral("content"), QStringLiteral("reasoning_content")};
@@ -90,6 +86,41 @@ void shrinkUnitToBudget(QList<QJsonObject>& unit, int budgetTokens) {
}
}
int estimateArrayTokens(const QJsonArray& messages) {
int total = 0;
for (const QJsonValue& value : messages)
total += estimateMessageTokens(value.toObject());
return total;
}
constexpr int kToolResultStubChars = 512;
constexpr double kPromptEstimateDiscount = 10.0 / 12.0;
constexpr int kMinToolResultTokens = 128;
int completionReserve(int contextSize) {
return qBound(2048, contextSize / 8, 8192);
}
int promptBudgetTokens(int contextSize) {
return int(
(contextSize - completionReserve(contextSize)) *
kPromptEstimateDiscount);
}
constexpr int kRefreshIntervalMs = 60'000;
constexpr int kProbeTimeoutMs = 2000;
int contextSizeFromErrorMessage(const QString& message) {
static const QRegularExpression re(
QLatin1String("available context size \\((\\d+)"));
const auto match = re.match(message);
if (match.hasMatch()) return match.captured(1).toInt();
return 0;
}
} // namespace
QString LlmClient::completionsPath(
@@ -140,7 +171,12 @@ LlmClient::LlmClient(QObject* parent) : QObject(parent) {
&ToolRegistry::enabledChanged,
this,
&LlmClient::toolsEnabledChanged);
probeContextSize();
m_refreshTimer.setParent(this);
m_refreshTimer.setInterval(kRefreshIntervalMs);
connect(
&m_refreshTimer, &QTimer::timeout, this, &LlmClient::refreshFromServer);
m_refreshTimer.start();
}
LlmClient::~LlmClient() {
@@ -153,8 +189,8 @@ void LlmClient::setEndpoint(const QString& value) {
if (m_endpoint == value) return;
m_endpoint = value;
Q_EMIT endpointChanged();
probeContextSize();
if (m_model.isEmpty()) refreshModels();
m_refreshTimer.start();
refreshFromServer();
}
void LlmClient::setModel(const QString& value) {
@@ -170,6 +206,8 @@ void LlmClient::setTemperature(double value) {
void LlmClient::startGeneration(ChatSession* session, ChatGeneration* target) {
if (m_busy || !session || !target) return;
refreshModels();
m_contextRetryUsed = false;
m_active = session;
m_streaming = target;
target->setStreaming(true);
@@ -202,11 +240,15 @@ void LlmClient::startGeneration(ChatSession* session, ChatGeneration* target) {
m_reasoningMark = 0;
setApprovalPending(false);
sendRound();
probeContextSize([this, session, target]() {
if (m_active != session || m_streaming != target) return;
sendRound();
});
}
void LlmClient::sendRound() {
if (!m_active || !m_streaming) return;
probeContextSize();
m_finishReason.clear();
m_callBuilders.clear();
m_callResults.clear();
@@ -234,8 +276,6 @@ void LlmClient::sendRound() {
return;
}
// The transcript (this generation so far) is always sent in full, so
// reserve its estimated size out of the context budget.
int transcriptTokens = 0;
for (const QJsonValue& value : m_transcript)
transcriptTokens += estimateMessageTokens(value.toObject());
@@ -244,6 +284,30 @@ void LlmClient::sendRound() {
for (const QJsonValue& value : m_transcript)
messages.append(value);
if (m_contextSize > 0) {
const int promptLimit = promptBudgetTokens(m_contextSize);
while (estimateArrayTokens(messages) > promptLimit) {
bool stubbed = false;
for (qsizetype i = 0; i < messages.size(); ++i) {
QJsonObject message = messages.at(i).toObject();
if (message.value("role").toString() != QLatin1String("tool"))
continue;
const QString content = message.value("content").toString();
if (content.size() <= kToolResultStubChars) continue;
QString stub = content.left(kToolResultStubChars);
stub += QStringLiteral(
"\n[truncated to fit the context window; was "
"%1 characters]")
.arg(content.size());
message["content"] = stub;
messages[i] = message;
stubbed = true;
break;
}
if (!stubbed) break;
}
}
QJsonObject body;
QJsonObject streamOptions;
streamOptions[QStringLiteral("include_usage")] = true;
@@ -283,8 +347,21 @@ void LlmClient::sendRound() {
roundFinished();
else if (error == QNetworkReply::OperationCanceledError)
finishTurn();
else
fail(serverErrorMessage(responseBody, errorString));
else {
const QString message =
serverErrorMessage(responseBody, errorString);
const int reported = contextSizeFromErrorMessage(message);
if (reported > 0 && reported != m_contextSize &&
!m_contextRetryUsed) {
qWarning() << "LlmClient: prompt overflow, server reports"
<< reported << "tokens; retrying round";
setContextSize(reported);
m_contextRetryUsed = true;
sendRound();
return;
}
fail(message);
}
});
}
@@ -349,21 +426,17 @@ QJsonArray LlmClient::buildContextMessages(
}
if (m_contextSize > 0) {
// Keep headroom for the model's own reply so the prompt cannot
// fill the whole window.
const int completionReserve = qBound(1024, m_contextSize / 8, 8192);
int budget = m_contextSize - completionReserve - extraReserveTokens;
int budget = m_contextSize - completionReserve(m_contextSize) -
extraReserveTokens;
budget = qMax(budget, kMinContextTokens);
int total = 0;
for (const ContextUnit& unit : units)
total += unit.tokens;
// Drop oldest units until the prompt fits the budget.
while (units.size() > 1 && total > budget) {
total -= units.first().tokens;
units.removeFirst();
}
// A conversation cannot start with an assistant turn.
while (
units.size() > 1 &&
units.first().messages.first()[QStringLiteral("role")].toString() ==
@@ -371,7 +444,6 @@ QJsonArray LlmClient::buildContextMessages(
total -= units.first().tokens;
units.removeFirst();
}
// A single oversized unit still gets sent, shrunk to fit.
if (units.size() == 1 && units.first().tokens > budget)
shrinkUnitToBudget(units.first().messages, budget);
}
@@ -417,7 +489,21 @@ void LlmClient::roundFinished() {
bool hasCalls = false;
for (const auto& builder : m_callBuilders)
if (builder.seen) hasCalls = true;
if (m_finishReason != QLatin1String("tool_calls") && !hasCalls) {
if (!hasCalls) {
finishTurn();
return;
}
if (m_finishReason != QLatin1String("tool_calls")) {
qWarning() << "LlmClient: stream ended" << m_finishReason
<< "with incomplete tool calls, ending turn";
for (const auto& builder : m_callBuilders) {
if (!builder.seen || !builder.segment) continue;
builder.segment->finishTool(
QStringLiteral(
"Stream truncated before the tool call "
"completed"),
false);
}
finishTurn();
return;
}
@@ -458,8 +544,6 @@ void LlmClient::roundFinished() {
m_transcript.append(assistant);
m_round++;
// The whole batch of this round waits for a single user decision;
// approveTools() runs all of it, denyTools() ends the turn.
setApprovalPending(true);
}
@@ -468,6 +552,18 @@ void LlmClient::executeAllCalls() {
m_pendingCalls = 0;
m_callResults = QList<ToolCallResult>(m_callBuilders.size());
int batchSize = 0;
for (const auto& call : m_callBuilders)
if (call.seen) ++batchSize;
int perCallChars = 0;
if (batchSize > 0 && m_contextSize > 0) {
const int available = promptBudgetTokens(m_contextSize) -
estimateArrayTokens(m_transcript);
const int perCallTokens =
qMax(available / batchSize, kMinToolResultTokens);
perCallChars = perCallTokens * LlmTool::CharsPerToken;
}
for (int i = 0; i < m_callBuilders.size(); ++i) {
const auto& call = m_callBuilders.at(i);
if (!call.seen) continue;
@@ -498,18 +594,22 @@ void LlmClient::executeAllCalls() {
}
++m_pendingCalls;
tool->execute(call.id, args, [this, i, call](const QJsonObject& result) {
if (!m_streaming) return;
const bool success = result.contains(QStringLiteral("output"));
const QString content =
success ? result[QStringLiteral("output")].toString()
: QStringLiteral("Error: ") +
result[QStringLiteral("error")].toString();
m_callResults[i] = {content, success};
if (LlmSegment* segment = call.segment)
segment->finishTool(content, success);
if (--m_pendingCalls == 0) flushCallResults();
});
tool->execute(
call.id,
args,
perCallChars,
[this, i, call](const QJsonObject& result) {
if (!m_streaming) return;
const bool success = result.contains(QStringLiteral("output"));
const QString content =
success ? result[QStringLiteral("output")].toString()
: QStringLiteral("Error: ") +
result[QStringLiteral("error")].toString();
m_callResults[i] = {content, success};
if (LlmSegment* segment = call.segment)
segment->finishTool(content, success);
if (--m_pendingCalls == 0) flushCallResults();
});
}
if (m_pendingCalls == 0) flushCallResults();
}
@@ -533,8 +633,6 @@ void LlmClient::flushCallResults() {
void LlmClient::setApprovalPending(bool value) {
if (m_approvalPending == value) return;
m_approvalPending = value;
// Mirror onto the streaming generation; QML reads and answers from
// there, so only the affected ProcessBlock reacts.
if (ChatGeneration* streaming = m_streaming)
streaming->setApprovalPending(value);
}
@@ -548,8 +646,6 @@ void LlmClient::approveTools() {
if (segment->type() != LlmSegment::Type::ToolCall ||
segment->status() != LlmSegment::Status::Pending)
continue;
// Restart the segment timer so elapsed time covers execution, not
// the wait for approval.
segment->setStatus(LlmSegment::Status::Running);
segment->begin();
}
@@ -592,7 +688,10 @@ void LlmClient::stop() {
finishTurn();
return;
}
if (m_reply) m_reply->abort();
if (m_reply)
m_reply->abort();
else
endStream();
}
void LlmClient::endStream() {
@@ -604,8 +703,6 @@ void LlmClient::endStream() {
generation->setStreaming(false);
m_approvalPending = false;
generation->setApprovalPending(false);
// Finalize tool calls that never received an approval (turn cancelled,
// round limit reached, ...).
for (auto* segment : generation->segments())
if (segment->type() == LlmSegment::Type::ToolCall &&
segment->status() == LlmSegment::Status::Pending)
@@ -633,6 +730,7 @@ void LlmClient::finishTurn() {
m_pendingClear.clear();
}
if (session) session->persist();
refreshFromServer();
}
void LlmClient::clearOnFinish(ChatSession* session) {
@@ -707,6 +805,12 @@ void LlmClient::handleLine(const QByteArray& line) {
}
}
void LlmClient::refreshFromServer() {
if (m_endpoint.trimmed().isEmpty()) return;
probeContextSize();
refreshModels();
}
void LlmClient::refreshModels() {
const QUrl url =
QUrl::fromUserInput(completionsPath(m_endpoint, "/models"));
@@ -742,6 +846,9 @@ void LlmClient::refreshModels() {
if (m_model.isEmpty()) {
m_model = models.first();
Q_EMIT modelChanged();
} else if (!models.contains(m_model)) {
m_model = models.first();
Q_EMIT modelChanged();
}
});
}
@@ -753,15 +860,22 @@ void LlmClient::setContextSize(int size) {
Q_EMIT contextSizeChanged();
}
void LlmClient::probeContextSize() {
void LlmClient::probeContextSize(std::function<void()> done) {
QString base = m_endpoint.trimmed();
while (base.endsWith('/'))
base.chop(1);
const QUrl url = QUrl::fromUserInput(base + "/props");
if (!url.isValid() || url.host().isEmpty()) return;
if (!url.isValid() || url.host().isEmpty()) {
if (done) done();
return;
}
auto* reply = m_manager.get(QNetworkRequest(url));
connect(reply, &QNetworkReply::finished, this, [this, reply]() {
auto settled = std::make_shared<bool>(false);
const auto finish = [this, reply, settled, done]() {
if (*settled) return;
*settled = true;
const QNetworkReply::NetworkError error = reply->error();
const QByteArray data = reply->readAll();
reply->deleteLater();
@@ -786,7 +900,15 @@ void LlmClient::probeContextSize() {
.toInt(0);
}
}
setContextSize(size > 0 ? size : 4096);
if (size > 0)
setContextSize(size);
else if (m_contextSize <= 0)
setContextSize(4096);
if (done) done();
};
connect(reply, &QNetworkReply::finished, this, finish);
QTimer::singleShot(kProbeTimeoutMs, this, [reply, settled]() {
if (!*settled) reply->abort();
});
}