Compare commits

...

18 Commits

Author SHA1 Message Date
ec26a31ec5 Merge pull request #4 from Palm1r/version-0.0.6
Version 0.0.6
- Fix authorization to API
- Fix reset to provider default settings after reboot qtc
2024-08-30 08:48:09 +02:00
55d359e44e Fix reset to provider default settings on restart qtc 2024-08-30 08:28:27 +02:00
46258a11f6 Fix authorization to the API. 2024-08-30 07:47:33 +02:00
4bccd8db91 Add new provider to README.md 2024-08-29 23:35:34 +02:00
e3495e10f0 Merge pull request #3 from Palm1r/version-0.0.5
Version 0.0.5
- Fix typo
- Fix remove comments from request
- Add support CodeQwenChat template (experimental)
- Add support OpenAI compatible provider (experimental)
2024-08-29 23:14:17 +02:00
d97a3514cc Add experimental prefix 2024-08-29 23:10:57 +02:00
fa79803836 Add OpenAI Compatible provider 2024-08-29 23:06:58 +02:00
b4f969908f Fix typo 2024-08-29 22:46:03 +02:00
9beb48ee97 Add CodeQwenChat template 2024-08-29 22:28:18 +02:00
d6320b04f7 Fix remove comments from request 2024-08-29 22:26:40 +02:00
7797007160 Merge pull request #2 from Palm1r/version-0.0.4
Version 0.0.4
2024-08-29 10:02:27 +02:00
a613ea19f4 Add singleline completion 2024-08-29 09:46:41 +02:00
1201da6af3 Fix typo in logs and settings 2024-08-29 09:27:50 +02:00
6bd6edf54d Add default key sequence 2024-08-29 00:45:41 +02:00
61aae8e3ba Remove copyright from request 2024-08-29 00:28:54 +02:00
089bd0594e Add build status link to README.md 2024-08-28 21:44:18 +02:00
e799d0bd00 Upgrade to 0.0.3 2024-08-28 10:56:59 +02:00
fc58c38f63 Add extended context 2024-08-28 10:10:31 +02:00
20 changed files with 478 additions and 119 deletions

View File

@ -34,9 +34,11 @@ add_qtc_plugin(QodeAssist
templates/PromptTemplate.hpp
templates/CodeLLamaTemplate.hpp
templates/StarCoder2Template.hpp
templates/CodeQwenChat.hpp
providers/LLMProvider.hpp
providers/OllamaProvider.hpp providers/OllamaProvider.cpp
providers/LMStudioProvider.hpp providers/LMStudioProvider.cpp
providers/OpenAICompatProvider.h providers/OpenAICompatProvider.cpp
LLMProvidersManager.hpp LLMProvidersManager.cpp
QodeAssistSettings.hpp QodeAssistSettings.cpp
QodeAssist.qrc

View File

@ -19,10 +19,41 @@
#include "DocumentContextReader.hpp"
#include <QFileInfo>
#include <QTextBlock>
#include <languageserverprotocol/lsptypes.h>
#include "QodeAssistSettings.hpp"
const QRegularExpression &getYearRegex()
{
static const QRegularExpression yearRegex("\\b(19|20)\\d{2}\\b");
return yearRegex;
}
const QRegularExpression &getNameRegex()
{
static const QRegularExpression nameRegex("\\b[A-Z][a-z.]+ [A-Z][a-z.]+\\b");
return nameRegex;
}
const QRegularExpression &getCommentRegex()
{
static const QRegularExpression
commentRegex(R"((/\*[\s\S]*?\*/|//.*$|#.*$|//{2,}[\s\S]*?//{2,}))",
QRegularExpression::MultilineOption);
return commentRegex;
}
namespace QodeAssist {
DocumentContextReader::DocumentContextReader(TextEditor::TextDocument *textDocument)
: m_textDocument(textDocument)
, m_document(textDocument->document())
{
m_copyrightInfo = findCopyright();
}
QString DocumentContextReader::getLineText(int lineNumber, int cursorPosition) const
{
if (!m_document || lineNumber < 0)
@ -51,76 +82,131 @@ QString DocumentContextReader::getContextBefore(int lineNumber,
int cursorPosition,
int linesCount) const
{
QString context;
for (int i = qMax(0, lineNumber - linesCount); i <= lineNumber; ++i) {
QString line = getLineText(i, i == lineNumber ? cursorPosition : -1);
context += line;
if (i < lineNumber)
context += "\n";
int effectiveStartLine;
if (m_copyrightInfo.found) {
effectiveStartLine = qMax(m_copyrightInfo.endLine + 1, lineNumber - linesCount);
} else {
effectiveStartLine = qMax(0, lineNumber - linesCount);
}
return context;
return getContextBetween(effectiveStartLine, lineNumber, cursorPosition);
}
QString DocumentContextReader::getContextAfter(int lineNumber,
int cursorPosition,
int linesCount) const
{
QString context;
int maxLine = lineNumber + linesCount;
for (int i = lineNumber; i <= maxLine; ++i) {
QString line = getLineText(i);
if (i == lineNumber && cursorPosition >= 0) {
line = line.mid(cursorPosition);
}
context += line;
if (i < maxLine && !line.isEmpty())
context += "\n";
}
return context;
int endLine = qMin(m_document->blockCount() - 1, lineNumber + linesCount);
return getContextBetween(lineNumber + 1, endLine, cursorPosition);
}
QString DocumentContextReader::readWholeFileBefore(int lineNumber, int cursorPosition) const
{
QString content;
QTextBlock block = m_document->begin();
int currentLine = 0;
while (block.isValid() && currentLine <= lineNumber) {
if (currentLine == lineNumber) {
content += block.text().left(cursorPosition);
break;
} else {
content += block.text() + "\n";
}
block = block.next();
currentLine++;
int startLine = 0;
if (m_copyrightInfo.found) {
startLine = m_copyrightInfo.endLine + 1;
}
return content;
startLine = qMin(startLine, lineNumber);
QString result = getContextBetween(startLine, lineNumber, cursorPosition);
return result;
}
QString DocumentContextReader::readWholeFileAfter(int lineNumber, int cursorPosition) const
{
QString content;
QTextBlock block = m_document->begin();
int currentLine = 0;
return getContextBetween(lineNumber, m_document->blockCount() - 1, cursorPosition);
}
while (block.isValid() && currentLine < lineNumber) {
block = block.next();
currentLine++;
}
QString DocumentContextReader::getLanguageAndFileInfo() const
{
if (!m_textDocument)
return QString();
while (block.isValid()) {
if (currentLine == lineNumber) {
content += block.text().mid(cursorPosition) + "\n";
} else {
content += block.text() + "\n";
QString language = LanguageServerProtocol::TextDocumentItem::mimeTypeToLanguageId(
m_textDocument->mimeType());
QString mimeType = m_textDocument->mimeType();
QString filePath = m_textDocument->filePath().toString();
QString fileExtension = QFileInfo(filePath).suffix();
return QString("//Language: %1 (MIME: %2) filepath: %3(%4)\n\n")
.arg(language, mimeType, filePath, fileExtension);
}
QString DocumentContextReader::getSpecificInstructions() const
{
QString specificInstruction = settings().specificInstractions().arg(
LanguageServerProtocol::TextDocumentItem::mimeTypeToLanguageId(m_textDocument->mimeType()));
return QString("//Instructions: %1").arg(specificInstruction);
}
CopyrightInfo DocumentContextReader::findCopyright()
{
CopyrightInfo result = {-1, -1, false};
QString text = m_document->toPlainText();
QRegularExpressionMatchIterator matchIterator = getCommentRegex().globalMatch(text);
QList<CopyrightInfo> copyrightBlocks;
while (matchIterator.hasNext()) {
QRegularExpressionMatch match = matchIterator.next();
QString matchedText = match.captured().toLower();
if (matchedText.contains("copyright") || matchedText.contains("(C)")
|| matchedText.contains("(c)") || matchedText.contains("©")
|| getYearRegex().match(text).hasMatch() || getNameRegex().match(text).hasMatch()) {
int startPos = match.capturedStart();
int endPos = match.capturedEnd();
CopyrightInfo info;
info.startLine = m_document->findBlock(startPos).blockNumber();
info.endLine = m_document->findBlock(endPos).blockNumber();
info.found = true;
copyrightBlocks.append(info);
}
block = block.next();
currentLine++;
}
return content.trimmed();
for (int i = 0; i < copyrightBlocks.size() - 1; ++i) {
if (copyrightBlocks[i].endLine + 1 >= copyrightBlocks[i + 1].startLine) {
copyrightBlocks[i].endLine = copyrightBlocks[i + 1].endLine;
copyrightBlocks.removeAt(i + 1);
--i;
}
}
if (!copyrightBlocks.isEmpty()) { // temproary solution, need cache
return copyrightBlocks.first();
}
return result;
}
QString DocumentContextReader::getContextBetween(int startLine,
int endLine,
int cursorPosition) const
{
QString context;
for (int i = startLine; i <= endLine; ++i) {
QTextBlock block = m_document->findBlockByNumber(i);
if (!block.isValid()) {
break;
}
if (i == endLine) {
context += block.text().left(cursorPosition);
} else {
context += block.text() + "\n";
}
}
return context;
}
CopyrightInfo DocumentContextReader::copyrightInfo() const
{
return m_copyrightInfo;
}
} // namespace QodeAssist

View File

@ -20,24 +20,38 @@
#pragma once
#include <QTextDocument>
#include <texteditor/textdocument.h>
namespace QodeAssist {
struct CopyrightInfo
{
int startLine;
int endLine;
bool found;
};
class DocumentContextReader
{
public:
DocumentContextReader(QTextDocument *doc)
: m_document(doc)
{}
DocumentContextReader(TextEditor::TextDocument *textDocument);
QString getLineText(int lineNumber, int cursorPosition = -1) const;
QString getContextBefore(int lineNumber, int cursorPosition, int linesCount) const;
QString getContextAfter(int lineNumber, int cursorPosition, int linesCount) const;
QString readWholeFileBefore(int lineNumber, int cursorPosition) const;
QString readWholeFileAfter(int lineNumber, int cursorPosition) const;
QString getLanguageAndFileInfo() const;
QString getSpecificInstructions() const;
CopyrightInfo findCopyright();
QString getContextBetween(int startLine, int endLine, int cursorPosition) const;
CopyrightInfo copyrightInfo() const;
private:
TextEditor::TextDocument *m_textDocument;
QTextDocument *m_document;
CopyrightInfo m_copyrightInfo;
};
} // namespace QodeAssist

View File

@ -91,6 +91,27 @@ void LLMClientInterface::handleCancelRequest(const QJsonObject &request)
}
}
bool LLMClientInterface::processSingleLineCompletion(QNetworkReply *reply,
const QJsonObject &request,
const QString &accumulatedCompletion)
{
int newlinePos = accumulatedCompletion.indexOf('\n');
if (newlinePos != -1) {
QString singleLineCompletion = accumulatedCompletion.left(newlinePos).trimmed();
singleLineCompletion = removeStopWords(singleLineCompletion);
QJsonObject position = request["params"].toObject()["doc"].toObject()["position"].toObject();
sendCompletionToClient(singleLineCompletion, request, position, true);
m_accumulatedResponses.remove(reply);
reply->abort();
return true;
}
return false;
}
QString LLMClientInterface::сontextBefore(TextEditor::TextEditorWidget *widget,
int lineNumber,
int cursorPosition)
@ -98,8 +119,13 @@ QString LLMClientInterface::сontextBefore(TextEditor::TextEditorWidget *widget,
if (!widget)
return QString();
QTextDocument *doc = widget->document();
DocumentContextReader reader(doc);
DocumentContextReader reader(widget->textDocument());
const auto &copyright = reader.copyrightInfo();
logMessage(QString{"Line Number: %1"}.arg(lineNumber));
logMessage(QString("Copyright found %1 %2").arg(copyright.found).arg(copyright.endLine));
if (lineNumber < reader.findCopyright().endLine)
return QString();
QString contextBefore;
if (settings().readFullFile()) {
@ -110,7 +136,8 @@ QString LLMClientInterface::сontextBefore(TextEditor::TextEditorWidget *widget,
settings().readStringsBeforeCursor());
}
return contextBefore;
return QString("%1\n%2\n%3")
.arg(reader.getSpecificInstructions(), reader.getLanguageAndFileInfo(), contextBefore);
}
QString LLMClientInterface::сontextAfter(TextEditor::TextEditorWidget *widget,
@ -120,8 +147,9 @@ QString LLMClientInterface::сontextAfter(TextEditor::TextEditorWidget *widget,
if (!widget)
return QString();
QTextDocument *doc = widget->document();
DocumentContextReader reader(doc);
DocumentContextReader reader(widget->textDocument());
if (lineNumber < reader.findCopyright().endLine)
return QString();
QString contextAfter;
if (settings().readFullFile()) {
@ -149,7 +177,7 @@ void LLMClientInterface::handleInitialize(const QJsonObject &request)
result["capabilities"] = capabilities;
QJsonObject serverInfo;
serverInfo["name"] = "Ollama LSP Server";
serverInfo["name"] = "QodeAssist LSP Server";
serverInfo["version"] = "0.1";
result["serverInfo"] = serverInfo;
@ -168,9 +196,7 @@ void LLMClientInterface::handleShutdown(const QJsonObject &request)
emit messageReceived(LanguageServerProtocol::JsonRpcMessage(response));
}
void LLMClientInterface::handleTextDocumentDidOpen(const QJsonObject &request)
{
}
void LLMClientInterface::handleTextDocumentDidOpen(const QJsonObject &request) {}
void LLMClientInterface::handleInitialized(const QJsonObject &request)
{
@ -200,6 +226,11 @@ void LLMClientInterface::handleLLMResponse(QNetworkReply *reply, const QJsonObje
QJsonObject position = request["params"].toObject()["doc"].toObject()["position"].toObject();
if (!settings().multiLineCompletion()
&& processSingleLineCompletion(reply, request, accumulatedResponse)) {
return;
}
if (isComplete || reply->isFinished()) {
if (isComplete) {
auto cleanedCompletion = removeStopWords(accumulatedResponse);
@ -251,10 +282,7 @@ LLMClientInterface::ContextPair LLMClientInterface::prepareContext(
void LLMClientInterface::updateProvider()
{
m_serverUrl = QUrl(QString("%1:%2%3")
.arg(settings().url.value())
.arg(settings().port.value())
.arg(settings().endPoint.value()));
m_serverUrl = QUrl(QString("%1%2").arg(settings().url(), settings().endPoint()));
}
void LLMClientInterface::sendCompletionToClient(const QString &completion,
@ -293,22 +321,29 @@ void LLMClientInterface::sendCompletionToClient(const QString &completion,
void LLMClientInterface::sendLLMRequest(const QJsonObject &request, const ContextPair &prompt)
{
QJsonObject ollamaRequest = {{"model", settings().modelName.value()}, {"stream", true}};
QJsonObject providerRequest = {{"model", settings().modelName.value()}, {"stream", true}};
auto currentTemplate = PromptTemplateManager::instance().getCurrentTemplate();
currentTemplate->prepareRequest(ollamaRequest, prompt.prefix, prompt.suffix);
currentTemplate->prepareRequest(providerRequest, prompt.prefix, prompt.suffix);
auto &providerManager = LLMProvidersManager::instance();
providerManager.getCurrentProvider()->prepareRequest(ollamaRequest);
providerManager.getCurrentProvider()->prepareRequest(providerRequest);
logMessage(
QString("Sending request to llm: \nurl: %1\nRequest body:\n%2")
.arg(m_serverUrl.toString())
.arg(QString::fromUtf8(QJsonDocument(ollamaRequest).toJson(QJsonDocument::Indented))));
logMessage(QString("Sending request to llm: \nurl: %1\nRequest body:\n%2")
.arg(m_serverUrl.toString(),
QString::fromUtf8(
QJsonDocument(providerRequest).toJson(QJsonDocument::Indented))));
QNetworkRequest networkRequest(m_serverUrl);
networkRequest.setHeader(QNetworkRequest::ContentTypeHeader, "application/json");
QNetworkReply *reply = m_manager->post(networkRequest, QJsonDocument(ollamaRequest).toJson());
if (providerRequest.contains("api_key")) {
QString apiKey = providerRequest["api_key"].toString();
networkRequest.setRawHeader("Authorization", QString("Bearer %1").arg(apiKey).toUtf8());
providerRequest.remove("api_key");
}
QNetworkReply *reply = m_manager->post(networkRequest, QJsonDocument(providerRequest).toJson());
if (!reply) {
logMessage("Error: Failed to create network reply");
return;
@ -325,7 +360,7 @@ void LLMClientInterface::sendLLMRequest(const QJsonObject &request, const Contex
reply->deleteLater();
m_activeRequests.remove(requestId);
if (reply->error() != QNetworkReply::NoError) {
logMessage(QString("Error in Ollama request: %1").arg(reply->errorString()));
logMessage(QString("Error in QodeAssist request: %1").arg(reply->errorString()));
} else {
logMessage("Request finished successfully");
}
@ -346,8 +381,6 @@ QString LLMClientInterface::removeStopWords(const QString &completion)
return filteredCompletion;
}
void LLMClientInterface::parseCurrentMessage()
{
}
void LLMClientInterface::parseCurrentMessage() {}
} // namespace QodeAssist

View File

@ -69,6 +69,9 @@ private:
void handleInitialized(const QJsonObject &request);
void handleExit(const QJsonObject &request);
void handleCancelRequest(const QJsonObject &request);
bool processSingleLineCompletion(QNetworkReply *reply,
const QJsonObject &request,
const QString &accumulatedCompletion);
QString сontextBefore(TextEditor::TextEditorWidget *widget, int lineNumber, int cursorPosition);
QString сontextAfter(TextEditor::TextEditorWidget *widget, int lineNumber, int cursorPosition);

View File

@ -1,6 +1,6 @@
{
"Name" : "QodeAssist",
"Version" : "0.0.2",
"Version" : "0.0.6",
"CompatVersion" : "${IDE_VERSION_COMPAT}",
"Vendor" : "Petr Mironychev",
"Copyright" : "(C) ${IDE_COPYRIGHT_YEAR} Petr Mironychev, (C) ${IDE_COPYRIGHT_YEAR} The Qt Company Ltd",
@ -11,6 +11,6 @@ Alternatively, this file may be used under the terms of the GNU General Public L
"Prerequisites:",
"- One of the supported LLM providers installed (e.g., Ollama or LM Studio)",
"- A compatible large language model downloaded for your chosen provider (e.g., CodeLlama, StarCoder2)"],
"Url" : "https://github.com/Palm1r",
"Url" : "https://github.com/Palm1r/QodeAssist",
${IDE_PLUGIN_DEPENDENCIES}
}

View File

@ -30,7 +30,6 @@ const char ENABLE_AUTO_COMPLETE[] = "QodeAssist.enableAutoComplete";
const char ENABLE_LOGGING[] = "QodeAssist.enableLogging";
const char LLM_PROVIDERS[] = "QodeAssist.llmProviders";
const char URL[] = "QodeAssist.url";
const char PORT[] = "QodeAssist.port";
const char END_POINT[] = "QodeAssist.endPoint";
const char MODEL_NAME[] = "QodeAssist.modelName";
const char SELECT_MODELS[] = "QodeAssist.selectModels";
@ -52,6 +51,9 @@ const char PROVIDER_PATHS[] = "QodeAssist.providerPaths";
const char START_SUGGESTION_TIMER[] = "QodeAssist.startSuggestionTimer";
const char MAX_FILE_THRESHOLD[] = "QodeAssist.maxFileThreshold";
const char OLLAMA_LIVETIME[] = "QodeAssist.ollamaLivetime";
const char SPECIFIC_INSTRUCTIONS[] = "QodeAssist.specificInstractions";
const char MULTILINE_COMPLETION[] = "QodeAssist.multilineCompletion";
const char API_KEY[] = "QodeAssist.apiKey";
const char QODE_ASSIST_GENERAL_OPTIONS_ID[] = "QodeAssist.GeneralOptions";
const char QODE_ASSIST_GENERAL_OPTIONS_CATEGORY[] = "QodeAssist.Category";

View File

@ -68,10 +68,6 @@ QodeAssistSettings::QodeAssistSettings()
endPoint.setLabelText(Tr::tr("Endpoint:"));
endPoint.setDisplayStyle(Utils::StringAspect::LineEditDisplay);
port.setSettingsKey(Constants::PORT);
port.setLabelText(Tr::tr("Port:"));
port.setRange(1, 65535);
modelName.setSettingsKey(Constants::MODEL_NAME);
modelName.setLabelText(Tr::tr("LLM Name:"));
modelName.setDisplayStyle(Utils::StringAspect::LineEditDisplay);
@ -97,7 +93,7 @@ QodeAssistSettings::QodeAssistSettings()
readFullFile.setSettingsKey(Constants::READ_FULL_FILE);
readFullFile.setLabelText(Tr::tr("Read Full File"));
readFullFile.setDefaultValue(true);
readFullFile.setDefaultValue(false);
maxFileThreshold.setSettingsKey(Constants::MAX_FILE_THRESHOLD);
maxFileThreshold.setLabelText(Tr::tr("Max File Threshold:"));
@ -106,11 +102,11 @@ QodeAssistSettings::QodeAssistSettings()
readStringsBeforeCursor.setSettingsKey(Constants::READ_STRINGS_BEFORE_CURSOR);
readStringsBeforeCursor.setLabelText(Tr::tr("Read Strings Before Cursor"));
readStringsBeforeCursor.setDefaultValue(60);
readStringsBeforeCursor.setDefaultValue(50);
readStringsAfterCursor.setSettingsKey(Constants::READ_STRINGS_AFTER_CURSOR);
readStringsAfterCursor.setLabelText(Tr::tr("Read Strings After Cursor"));
readStringsAfterCursor.setDefaultValue(40);
readStringsAfterCursor.setDefaultValue(30);
maxTokens.setSettingsKey(Constants::MAX_TOKENS);
maxTokens.setLabelText(Tr::tr("Max Tokens"));
@ -123,15 +119,15 @@ QodeAssistSettings::QodeAssistSettings()
topP.setSettingsKey(Constants::TOP_P);
topP.setLabelText(Tr::tr("top_p"));
topP.setDefaultValue(0.9);
topP.setRange(0.0, 10.0);
topP.setRange(0.0, 1.0);
useTopK.setSettingsKey(Constants::USE_TOP_K);
useTopK.setDefaultValue(false);
topK.setSettingsKey(Constants::TOP_K);
topK.setLabelText(Tr::tr("top_k"));
topK.setDefaultValue(0.1);
topK.setRange(0, 10.0);
topK.setDefaultValue(50);
topK.setRange(1, 1000);
usePresencePenalty.setSettingsKey(Constants::USE_PRESENCE_PENALTY);
usePresencePenalty.setDefaultValue(false);
@ -157,7 +153,23 @@ QodeAssistSettings::QodeAssistSettings()
startSuggestionTimer.setRange(10, 10000);
startSuggestionTimer.setDefaultValue(500);
specificInstractions.setSettingsKey(Constants::SPECIFIC_INSTRUCTIONS);
specificInstractions.setDisplayStyle(Utils::StringAspect::TextEditDisplay);
specificInstractions.setLabelText(
Tr::tr("Instructions: Please keep %1 for languge name, warning, it shouldn't too big"));
specificInstractions.setDefaultValue(
"You are an expert %1 code completion AI."
"CRITICAL: Please provide minimal the best possible code completion suggestions.\n");
resetToDefaults.m_buttonText = Tr::tr("Reset to Defaults");
multiLineCompletion.setSettingsKey(Constants::MULTILINE_COMPLETION);
multiLineCompletion.setDefaultValue(true);
multiLineCompletion.setLabelText(Tr::tr("Enable Multiline Completion"));
apiKey.setSettingsKey(Constants::API_KEY);
apiKey.setLabelText(Tr::tr("API Key:"));
apiKey.setDisplayStyle(Utils::StringAspect::LineEditDisplay);
apiKey.setPlaceHolderText(Tr::tr("Enter your API key here"));
const auto &manager = LLMProvidersManager::instance();
if (!manager.getProviderNames().isEmpty()) {
@ -185,7 +197,6 @@ QodeAssistSettings::QodeAssistSettings()
readStringsBeforeCursor.setEnabled(!readFullFile());
PromptTemplateManager::instance().setCurrentTemplate(fimPrompts.stringValue());
LLMProvidersManager::instance().setCurrentProvider(llmProviders.stringValue());
updateProviderSettings();
setLoggingEnabled(enableLogging());
@ -195,21 +206,24 @@ QodeAssistSettings::QodeAssistSettings()
return Column{Group{title(Tr::tr("General Settings")),
Form{Column{enableQodeAssist,
enableAutoComplete,
multiLineCompletion,
enableLogging,
Row{Stretch{1}, resetToDefaults}}}},
Group{title(Tr::tr("LLM Providers")),
Form{Column{llmProviders, Row{url, port, endPoint}, providerPaths}}},
Form{Column{llmProviders, Row{url, endPoint}, providerPaths}}},
Group{title(Tr::tr("LLM Model Settings")),
Form{Column{Row{selectModels, modelName}}}},
Group{title(Tr::tr("FIM Prompt Settings")),
Form{Column{fimPrompts,
readFullFile,
maxFileThreshold,
ollamaLivetime,
temperature,
maxTokens,
readStringsBeforeCursor,
readStringsAfterCursor,
ollamaLivetime,
apiKey,
specificInstractions,
temperature,
maxTokens,
startSuggestionTimer,
Row{useTopP, topP, Stretch{1}},
Row{useTopK, topK, Stretch{1}},
@ -269,7 +283,6 @@ void QodeAssistSettings::updateProviderSettings()
if (provider) {
logMessage(QString("currentProvider %1").arg(provider->name()));
url.setValue(provider->url());
port.setValue(provider->defaultPort());
endPoint.setValue(provider->completionEndpoint());
ollamaLivetime.setEnabled(provider->name() == "Ollama");
}
@ -328,7 +341,6 @@ void QodeAssistSettings::resetSettingsToDefaults()
resetAspect(enableAutoComplete);
resetAspect(llmProviders);
resetAspect(url);
resetAspect(port);
resetAspect(endPoint);
resetAspect(modelName);
resetAspect(fimPrompts);
@ -349,6 +361,7 @@ void QodeAssistSettings::resetSettingsToDefaults()
resetAspect(startSuggestionTimer);
resetAspect(enableLogging);
resetAspect(ollamaLivetime);
resetAspect(specificInstractions);
updateProviderSettings();
apply();

View File

@ -63,7 +63,6 @@ public:
Utils::SelectionAspect llmProviders{this};
Utils::StringAspect url{this};
Utils::IntegerAspect port{this};
Utils::StringAspect endPoint{this};
Utils::StringAspect modelName{this};
@ -81,7 +80,7 @@ public:
Utils::DoubleAspect topP{this};
Utils::BoolAspect useTopK{this};
Utils::DoubleAspect topK{this};
Utils::IntegerAspect topK{this};
Utils::BoolAspect usePresencePenalty{this};
Utils::DoubleAspect presencePenalty{this};
@ -95,6 +94,10 @@ public:
Utils::IntegerAspect maxFileThreshold{this};
Utils::StringAspect ollamaLivetime{this};
Utils::StringAspect specificInstractions{this};
Utils::BoolAspect multiLineCompletion{this};
Utils::StringAspect apiKey{this};
ButtonAspect resetToDefaults{this};

View File

@ -41,7 +41,7 @@ inline void logMessage(const QString &message, bool silent = true)
if (!loggingEnabled())
return;
const QString prefixedMessage = QLatin1String("[QLLamaAssist] ") + message;
const QString prefixedMessage = QLatin1String("[Qode Assist] ") + message;
if (silent) {
Core::MessageManager::writeSilently(prefixedMessage);
} else {

View File

@ -1,4 +1,5 @@
# QodeAssist
[![Build plugin](https://github.com/Palm1r/QodeAssist/actions/workflows/build_cmake.yml/badge.svg?branch=main)](https://github.com/Palm1r/QodeAssist/actions/workflows/build_cmake.yml)
QodeAssist is an AI-powered coding assistant plugin for Qt Creator. It provides intelligent code completion and suggestions for C++ and QML, leveraging large language models through local providers like Ollama. Enhance your coding productivity with context-aware AI assistance directly in your Qt development environment.
@ -6,9 +7,10 @@ QodeAssist is an AI-powered coding assistant plugin for Qt Creator. It provides
QodeAssist currently supports the following LLM (Large Language Model) providers:
- [Ollama](https://ollama.com)
- [LM Studio](https://lmstudio.ai)
- OpenAI compatible providers
## Supported Models
QodeAssist has been tested with the following language models:
QodeAssist has been tested with the following language models, all trained for Fill-in-theMiddle:
Ollama:
- [starcoder2](https://ollama.com/library/starcoder2)
@ -38,7 +40,8 @@ ollama run starcoder2:7b
```
4. Download the QodeAssist plugin.
5. Launch Qt Creator and install the plugin:
- Go to About -> About Plugins
- Go to MacOS: Qt Creator -> About Plugins...
Windows\Linux: Help -> About Plugins...
- Click on "Install Plugin..."
- Select the downloaded QodeAssist plugin archive file
@ -83,4 +86,4 @@ Create a build directory and run
where `<path_to_qtcreator>` is the relative or absolute path to a Qt Creator build directory, or to a
combined binary and development package (Windows / Linux), or to the `Qt Creator.app/Contents/Resources/`
directory of a combined binary and development package (macOS), and `<path_to_plugin_source>` is the
relative or absolute path to this plugin directory.
relative or absolute path to this plugin directory.

View File

@ -34,7 +34,6 @@ public:
virtual QString name() const = 0;
virtual QString url() const = 0;
virtual int defaultPort() const = 0;
virtual QString completionEndpoint() const = 0;
virtual void prepareRequest(QJsonObject &request) = 0;

View File

@ -39,12 +39,7 @@ QString LMStudioProvider::name() const
QString LMStudioProvider::url() const
{
return "http://localhost";
}
int LMStudioProvider::defaultPort() const
{
return 1234;
return "http://localhost:1234";
}
QString LMStudioProvider::completionEndpoint() const

View File

@ -30,7 +30,6 @@ public:
QString name() const override;
QString url() const override;
int defaultPort() const override;
QString completionEndpoint() const override;
void prepareRequest(QJsonObject &request) override;
bool handleResponse(QNetworkReply *reply, QString &accumulatedResponse) override;

View File

@ -39,12 +39,7 @@ QString OllamaProvider::name() const
QString OllamaProvider::url() const
{
return "http://localhost";
}
int OllamaProvider::defaultPort() const
{
return 11434;
return "http://localhost:11434";
}
QString OllamaProvider::completionEndpoint() const

View File

@ -30,7 +30,6 @@ public:
QString name() const override;
QString url() const override;
int defaultPort() const override;
QString completionEndpoint() const override;
void prepareRequest(QJsonObject &request) override;
bool handleResponse(QNetworkReply *reply, QString &accumulatedResponse) override;

View File

@ -0,0 +1,124 @@
/*
* Copyright (C) 2024 Petr Mironychev
*
* This file is part of QodeAssist.
*
* QodeAssist is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* QodeAssist is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
*/
#include "OpenAICompatProvider.h"
#include <QJsonArray>
#include <QJsonDocument>
#include <QJsonObject>
#include <QNetworkReply>
#include <QProcess>
#include "PromptTemplateManager.hpp"
#include "QodeAssistSettings.hpp"
namespace QodeAssist::Providers {
OpenAICompatProvider::OpenAICompatProvider() {}
QString OpenAICompatProvider::name() const
{
return "OpenAI Compatible (experimental)";
}
QString OpenAICompatProvider::url() const
{
return "http://localhost:1234";
}
QString OpenAICompatProvider::completionEndpoint() const
{
return "/v1/chat/completions";
}
void OpenAICompatProvider::prepareRequest(QJsonObject &request)
{
const auto &currentTemplate = PromptTemplateManager::instance().getCurrentTemplate();
if (request.contains("prompt")) {
QJsonArray messages{
{QJsonObject{{"role", "user"}, {"content", request.take("prompt").toString()}}}};
request["messages"] = std::move(messages);
}
request["max_tokens"] = settings().maxTokens();
request["temperature"] = settings().temperature();
request["stop"] = QJsonArray::fromStringList(currentTemplate->stopWords());
if (settings().useTopP())
request["top_p"] = settings().topP();
if (settings().useTopK())
request["top_k"] = settings().topK();
if (settings().useFrequencyPenalty())
request["frequency_penalty"] = settings().frequencyPenalty();
if (settings().usePresencePenalty())
request["presence_penalty"] = settings().presencePenalty();
const QString &apiKey = settings().apiKey.value();
if (!apiKey.isEmpty()) {
request["api_key"] = apiKey;
}
}
bool OpenAICompatProvider::handleResponse(QNetworkReply *reply, QString &accumulatedResponse)
{
bool isComplete = false;
while (reply->canReadLine()) {
QByteArray line = reply->readLine().trimmed();
if (line.isEmpty()) {
continue;
}
if (line == "data: [DONE]") {
isComplete = true;
break;
}
if (line.startsWith("data: ")) {
line = line.mid(6); // Remove "data: " prefix
}
QJsonDocument jsonResponse = QJsonDocument::fromJson(line);
if (jsonResponse.isNull()) {
qWarning() << "Invalid JSON response from LM Studio:" << line;
continue;
}
QJsonObject responseObj = jsonResponse.object();
if (responseObj.contains("choices")) {
QJsonArray choices = responseObj["choices"].toArray();
if (!choices.isEmpty()) {
QJsonObject choice = choices.first().toObject();
QJsonObject delta = choice["delta"].toObject();
if (delta.contains("content")) {
QString completion = delta["content"].toString();
accumulatedResponse += completion;
}
if (choice["finish_reason"].toString() == "stop") {
isComplete = true;
break;
}
}
}
}
return isComplete;
}
QList<QString> OpenAICompatProvider::getInstalledModels(const Utils::Environment &env)
{
return QStringList();
}
} // namespace QodeAssist::Providers

View File

@ -0,0 +1,39 @@
/*
* Copyright (C) 2024 Petr Mironychev
*
* This file is part of QodeAssist.
*
* QodeAssist is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* QodeAssist is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
*/
#pragma once
#include "LLMProvider.hpp"
namespace QodeAssist::Providers {
class OpenAICompatProvider : public LLMProvider
{
public:
OpenAICompatProvider();
QString name() const override;
QString url() const override;
QString completionEndpoint() const override;
void prepareRequest(QJsonObject &request) override;
bool handleResponse(QNetworkReply *reply, QString &accumulatedResponse) override;
QList<QString> getInstalledModels(const Utils::Environment &env) override;
};
} // namespace QodeAssist::Providers

View File

@ -43,7 +43,9 @@
#include "QodeAssistClient.hpp"
#include "providers/LMStudioProvider.hpp"
#include "providers/OllamaProvider.hpp"
#include "providers/OpenAICompatProvider.h"
#include "templates/CodeLLamaTemplate.hpp"
#include "templates/CodeQwenChat.hpp"
#include "templates/StarCoder2Template.hpp"
using namespace Utils;
@ -72,19 +74,23 @@ public:
auto &providerManager = LLMProvidersManager::instance();
providerManager.registerProvider<Providers::OllamaProvider>();
providerManager.registerProvider<Providers::LMStudioProvider>();
providerManager.registerProvider<Providers::OpenAICompatProvider>();
auto &templateManager = PromptTemplateManager::instance();
templateManager.registerTemplate<Templates::CodeLLamaTemplate>();
templateManager.registerTemplate<Templates::StarCoder2Template>();
templateManager.registerTemplate<Templates::CodeQwenChatTemplate>();
Utils::Icon QCODEASSIST_ICON(
{{":/resources/images/qoderassist-icon.png", Utils::Theme::IconsBaseColor}});
ActionBuilder requestAction(this, Constants::QODE_ASSIST_REQUEST_SUGGESTION);
requestAction.setToolTip(
Tr::tr("Request Ollama suggestion at the current editor's cursor position."));
requestAction.setText(Tr::tr("Request Ollama Suggestion"));
Tr::tr("Generate Qode Assist suggestion at the current cursor position."));
requestAction.setText(Tr::tr("Request QodeAssist Suggestion"));
requestAction.setIcon(QCODEASSIST_ICON.icon());
const QKeySequence defaultShortcut = QKeySequence(Qt::CTRL | Qt::ALT | Qt::Key_Q);
requestAction.setDefaultKeySequence(defaultShortcut);
requestAction.addOnTriggered(this, [this] {
if (auto editor = TextEditor::TextEditorWidget::currentTextEditorWidget()) {
if (m_qodeAssistClient && m_qodeAssistClient->reachable()) {

View File

@ -0,0 +1,44 @@
/*
* Copyright (C) 2024 Petr Mironychev
*
* This file is part of QodeAssist.
*
* QodeAssist is free software: you can redistribute it and/or modify
* it under the terms of the GNU General Public License as published by
* the Free Software Foundation, either version 3 of the License, or
* (at your option) any later version.
*
* QodeAssist is distributed in the hope that it will be useful,
* but WITHOUT ANY WARRANTY; without even the implied warranty of
* MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
* GNU General Public License for more details.
*
* You should have received a copy of the GNU General Public License
* along with QodeAssist. If not, see <https://www.gnu.org/licenses/>.
*/
#pragma once
#include "PromptTemplate.hpp"
namespace QodeAssist::Templates {
class CodeQwenChatTemplate : public PromptTemplate
{
public:
QString name() const override { return "CodeQwenChat (experimental)"; }
QString promptTemplate() const override { return "\n### Instruction:%1%2 ### Response:\n"; }
QStringList stopWords() const override
{
return QStringList() << "### Instruction:" << "### Response:" << "\n\n### ";
}
void prepareRequest(QJsonObject &request,
const QString &prefix,
const QString &suffix) const override
{
QString formattedPrompt = promptTemplate().arg(prefix, suffix);
request["prompt"] = formattedPrompt;
}
};
} // namespace QodeAssist::Templates