multithreading

.env.example

@@ -0,0 +1,8 @@
+# LLM API Configuration (OpenAI-compatible endpoint)
+LLM_API_KEY=your_llm_api_key_here
+LLM_API_BASE=http://localhost:11434/v1
+
+# Qdrant Vector Database Configuration
+QDRANT_HOST=localhost
+QDRANT_PORT=6333
+QDRANT_API_KEY=your_qdrant_api_key_here

pyproject.toml

@@ -6,7 +6,7 @@ authors = [
     {name = "Mario Stöckl", email = "mstoeck3@hs-mittweida.de"}
 ]
 readme = "README.md"
-requires-python = "~=3.13"
+requires-python = "~=3.13.0"
 license = {text = "BSD-3-Clause"}
 
 dependencies = [

src/semeion/interfaces/llm/llm_client.py

@@ -0,0 +1,47 @@
+#
+# Copyright (c) 2025, mstoeck3
+# All rights reserved.
+#
+# This source code is licensed under the BSD-3-Clause license found in the
+# LICENSE file in the root directory of this source tree.
+#
+
+import dotenv
+import openai
+
+class LLMInterface():
+    """
+    provide a custom interface along with special methods relevant with the semeion application
+    """
+    
+    def __init__(self):
+        openai.api_key = dotenv.get_key(".env", "LLM_API_KEY")
+        openai.base_url = dotenv.get_key(".env", "LLM_API_BASE")
+        print("CLNT:LLMCLIENT INITIALIZED:", dotenv.get_key(".env", "LLM_MODEL"), "@", dotenv.get_key(".env", "LLM_API_BASE"))
+
+    def simple_query(self, prompt: str):
+        try:
+            print("CLNT:LLMCLIENT CALL LLM", prompt)
+            if dotenv.get_key(".env", "LLM_MODEL") is None:
+                raise ValueError("CLNT:LLMCLIENT ERR: LLM MODEL not set")
+            else:
+                model = dotenv.get_key(".env", "LLM_MODEL")
+            
+            response = openai.chat.completions.create(
+                model=str(model),
+                messages=[
+                    {
+                        "role": "user",
+                        "content": prompt
+                    },
+                    {
+                        "role": "assistant",
+                        "content": "Hello! How are you doing today? Is there something I can help you with?"
+                    }
+                ],
+                timeout=30
+            )
+            return response
+        except Exception as e:
+            print(f"CLNT:LLMCLIENT ERR: {e}")
+            return Exception

src/semeion/main.py

@@ -5,20 +5,15 @@
 # This source code is licensed under the BSD-3-Clause license found in the
 # LICENSE file in the root directory of this source tree.
 #
-from .ui import MainWindow, SemeionInstance
-from .interfaces.qdrant.qdrant_client import QdrantInterface
+from .ui import MainWindow
+from PySide6.QtWidgets import QApplication
+
 
 def main():
-    app = SemeionInstance()
-    window = MainWindow(app)
-    #test
-    qdrant = QdrantInterface()
-    print(qdrant.get_collections())
-    window.start()
-    # TODO: Initialize logging here
-    # TODO: Initialize llm client and qdrant client
-    # TODO: start main window
-    exit()
+    app = QApplication()
+    gui = MainWindow()
+    gui.show()
+    exit(app.exec())
     
 
 if __name__ == "__main__":

src/semeion/services/__init__.py

@@ -0,0 +1,12 @@
+#
+# Copyright (c) 2025, mstoeck3
+# All rights reserved.
+#
+# This source code is licensed under the BSD-3-Clause license found in the
+# LICENSE file in the root directory of this source tree.
+#
+
+from semeion.services.llm_service import LLMQueryService
+from semeion.services.qdrant_service import QDrantService
+
+__all__ = ["LLMQueryService", "QDrantService"]

src/semeion/services/llm_service.py

@@ -0,0 +1,74 @@
+#
+# Copyright (c) 2025, mstoeck3
+# All rights reserved.
+#
+# This source code is licensed under the BSD-3-Clause license found in the
+# LICENSE file in the root directory of this source tree.
+#
+
+from semeion.interfaces.llm.llm_client import LLMInterface
+from PySide6.QtCore import QObject, Signal, Slot, QThread
+
+class LLMQueryWorker(QThread):
+    target = Signal(object)
+    error = Signal(str)
+    status = Signal(str)
+
+    def __init__(self, prompt: str):
+        super().__init__()
+        self.prompt = prompt
+        self.stop_flag = False
+    
+    @Slot()
+    def simple_query(self):
+        try:
+            self.status.emit("SRVC:LLM: TASK SIMPLE_QUERY STARTED")
+            interface = LLMInterface()
+            response = interface.simple_query(self.prompt)
+            if self.stop_flag:
+                self.status.emit("SRVC:LLM: TASK SIMPLE_QUERY STOPPED")
+                return
+
+            self.status.emit("SRVC:LLM: TASK SIMPLE_QUERY FINISHED")
+            self.target.emit(response)
+        except Exception as e:
+            self.error.emit(str(e))
+            
+    @Slot()
+    def stop(self):
+        self.stop_flag = True
+        self.status.emit("SRVC:LLM: TASK STOP REQUESTED")
+
+class LLMQueryService(QObject):
+    query_finished = Signal(object)
+    query_error = Signal(str)
+    query_status = Signal(str)
+
+    def __init__(self):
+        super().__init__()
+        print("SRVC:LLMQUERYSERVICE INIT")
+        self.worker = None
+        self.new_thread = None
+        
+    @Slot(str)
+    def query_llm_simple(self, prompt: str):
+        self.new_thread = QThread()
+        print("SRVC:LLMQUERYSERVICE QUERY_LLM_SIMPLE - NEW THREAD")
+        self.worker = LLMQueryWorker(prompt)
+        print("SRVC:LLMQUERYSERVICE QUERY_LLM_SIMPLE - WORKER INIT")
+        
+        self.worker.moveToThread(self.new_thread)
+        self.new_thread.started.connect(self.worker.simple_query)
+        print("SRVC:LLMQUERYSERVICE QUERY_LLM_SIMPLE - WORKER STARED AND CONNECTED")
+        
+        # send to GUI
+        self.worker.target.connect(self.query_finished.emit)
+        self.worker.error.connect(self.query_error.emit)
+        self.worker.status.connect(self.query_status.emit)
+        
+        # cleanup
+        self.worker.target.connect(self.new_thread.quit)
+        self.worker.error.connect(self.new_thread.quit)
+        self.worker.status.connect(self.new_thread.quit)
+        self.new_thread.finished.connect(self.worker.deleteLater)
+        self.new_thread.finished.connect(self.new_thread.deleteLater)

src/semeion/services/qdrant_service.py

@@ -0,0 +1,18 @@
+#
+# Copyright (c) 2025, mstoeck3
+# All rights reserved.
+#
+# This source code is licensed under the BSD-3-Clause license found in the
+# LICENSE file in the root directory of this source tree.
+#
+
+from semeion.interfaces.qdrant.qdrant_client import QdrantInterface
+from PySide6.QtCore import QObject, Signal, Slot, QThread
+
+class QdrantWorker(QObject):
+    collections_discovered = Signal(object)
+
+    def __init__(self, qdrant_client: QdrantInterface):
+        super().__init__()
+        self.qdrant_client = qdrant_client
+

src/semeion/services/workers.py

@@ -0,0 +1,49 @@
+#
+# Copyright (c) 2025, mstoeck3
+# All rights reserved.
+#
+# This source code is licensed under the BSD-3-Clause license found in the
+# LICENSE file in the root directory of this source tree.
+#
+
+
+
+class LLMQueryWorker(QThread):
+    query_finished = Signal(object)
+    
+    def __init__(self, llm_client, prompt: str):
+        super().__init__()
+        self.llm_client = llm_client
+        self.prompt = prompt
+    
+    def run(self):
+        response = self.llm_client.query(self.prompt)
+        self.query_finished.emit(response)
+
+class LLMQueryService(QObject):
+    query_finished = Signal(object)
+
+    def __init__(self):
+        super().__init__()
+        print("SRVC:LLMQUERYSERVICE INIT")
+        self.llm_client = LLMInterface()
+        print("SRVC:LLMQUERYSERVICE TARGET")
+        self._worker = None
+        
+    @Slot(str)
+    def query_llm(self, prompt: str):
+        self._worker = LLMQueryWorker(self.llm_client, prompt)
+        self._worker.query_finished.connect(self.query_finished.emit)
+        self._worker.finished.connect(self._worker.deleteLater)
+        self._worker.start()
+        
+
+class QDrantService(QObject):
+    collections_discovered = Signal(dict)
+    
+    def __init__(self):
+        super().__init__()
+        self.qdrant_client = QdrantInterface()
+    
+
+        

src/semeion/ui/__init__.py

@@ -5,6 +5,6 @@
 # This source code is licensed under the BSD-3-Clause license found in the
 # LICENSE file in the root directory of this source tree.
 #
-from .main_window import MainWindow, SemeionInstance
+from .main_window import MainWindow
 
-__all__ = ["MainWindow", "SemeionInstance"]
+__all__ = ["MainWindow"]

src/semeion/ui/main_window.py

@@ -5,20 +5,27 @@
 # This source code is licensed under the BSD-3-Clause license found in the
 # LICENSE file in the root directory of this source tree.
 #
-from PySide6.QtWidgets import QApplication, QWidget, QVBoxLayout, QLabel, QPushButton, QGridLayout, QLineEdit, QToolBar
+from PySide6.QtWidgets import QWidget, QVBoxLayout, QLabel, QPushButton, QLineEdit, QToolBar
 from PySide6.QtGui import QAction
-from PySide6.QtCore import Qt
+from PySide6.QtCore import Qt, Signal
+from . import styling
+from semeion.services import LLMQueryService, QDrantService
 
-class SemeionInstance(QApplication):
-    def __init__(self):
-        super().__init__([])
 
 class MainWindow(QWidget):
-    def __init__(self, app: SemeionInstance):
+    main_exec_start = Signal(str)
+    
+    def __init__(self):
         super().__init__()
+        print("MAIN: INITIALIZING GUI")
+        self.create_ui()
+        print("MAIN: CREATING SERVICES")
+        self.create_services()
+        
+    def create_ui(self):
         self.setWindowTitle("Semeion Interface")
         self.setGeometry(100, 100, 800, 600)
-        self.app = app
+        self.setStyleSheet(styling.main_window_style)
 
         self.main_layout = QVBoxLayout()
         self.setLayout(self.main_layout)
@@ -50,52 +57,33 @@ class MainWindow(QWidget):
         self.searchInput.setPlaceholderText("Natural Language Search...")
         self.searchInput.setFixedWidth(400)
         self.searchInput.setMinimumHeight(30)
-        self.searchInput.setStyleSheet("""
-                                       QLineEdit {
-                                           border: 1px solid #ddd;
-                                           border-radius: 24px;
-                                           padding: 10px 20px;
-                                           font-size: 16px;
-                                       }
-                                       QLineEdit:focus {
-                                           border: 1px solid #aaa;
-                                           outline: none;
-                                       }""")
+        self.searchInput.setStyleSheet(styling.input_style)
         self.main_layout.addWidget(self.searchInput, alignment=Qt.AlignmentFlag.AlignCenter)
         self.main_layout.addSpacing(10)
         
         self.executeButton = QPushButton("Execute")
         self.executeButton.setAttribute(Qt.WidgetAttribute.WA_Hover)
-        self.executeButton.setStyleSheet("""
-            QPushButton {
-                padding: 8px 16px;
-                font-size: 16px;
-                border-radius: 12px;
-                background-color: #808080;
-                color: white;
-                border: 1px solid #6e6e6e;
-            }
-            QPushButton:hover {
-                background-color: #6e6e6e;
-            }
-            QPushButton:pressed {
-                background-color: #5e5e5e;
-            }
-        """)
+        self.executeButton.setStyleSheet(styling.button_style)
         self.main_layout.addWidget(self.executeButton, alignment=Qt.AlignmentFlag.AlignCenter)
         self.executeButton.clicked.connect(self.execute_from_input)
         
         self.main_layout.addStretch(1)
         
+    def create_services(self):
+        self.llm_service = LLMQueryService()
+        self.qdrant_service = QDrantService()
         
-    def start(self):
-        self.show()
-        self.app.exec()
+        print("MAIN: SETTING UP LLM SERVICE")
+        self.main_exec_start.connect(self.llm_service.query_llm_simple)
+        self.llm_service.query_finished.connect(self.handle_llm_response)
         
-    def execute_from_input(self):
+    def execute_from_input(self) -> str|None:
         query = self.searchInput.text().strip()
         if not query:
             return 
         # TODO: implement logic
-        print("Execute query:", query)
+        self.main_exec_start.emit(query)
+        print("MAIN: LLM QUERY SUBMIT:", query)
         
+    def handle_llm_response(self, response):
+        print("MAIN: LLM QUERY RECEIVED:", response)

src/semeion/ui/styling/__init__.py

@@ -0,0 +1,46 @@
+#
+# Copyright (c) 2025, mstoeck3
+# All rights reserved.
+#
+# This source code is licensed under the BSD-3-Clause license found in the
+# LICENSE file in the root directory of this source tree.
+#
+
+main_window_style = """
+QWidget {
+    background-color: #f0f0f0;
+    font-family: Arial, sans-serif;
+    font-size: 14px;
+    color: #333;
+}
+"""
+
+button_style = """
+QPushButton {
+    padding: 8px 16px;
+    font-size: 16px;
+    border-radius: 12px;
+    background-color: #808080;
+    color: white;
+    border: 1px solid #6e6e6e;
+}
+QPushButton:hover {
+    background-color: #6e6e6e;
+}
+QPushButton:pressed {
+    background-color: #5e5e5e;
+}
+"""
+
+input_style = """
+QLineEdit {
+    border: 1px solid #ddd;
+    border-radius: 24px;
+    padding: 10px 20px;
+    font-size: 16px;
+}
+    QLineEdit:focus {
+    border: 1px solid #aaa;
+    outline: none;
+}
+"""

uv.lock

@@ -1,6 +1,6 @@
 version = 1
 revision = 3
-requires-python = ">=3.13, <4"
+requires-python = "==3.13.*"
 
 [[package]]
 name = "annotated-types"
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