refactor:

- changed method get_agent_tools for only get_tools on agent interface
- changed OllamaModelManager to correc semantic OllamaService

test:
- added test for service initialization
- added tests to list tools and create tools into  PDF agent

.python-version

@@ -0,0 +1 @@
+3.13

.vscode/settings.json

@@ -2,7 +2,8 @@
     "python.testing.pytestEnabled": false,
     "python.testing.unittestEnabled": true,
     "python.analysis.extraPaths": [
-        "./src/service"
+        "./src/service",
+        "./"
     ],
 
     "python.testing.unittestArgs": [

pyproject.toml

@@ -0,0 +1,14 @@
+[project]
+name = "multiagents"
+version = "0.1.0"
+description = "Add your description here"
+readme = "README.md"
+requires-python = ">=3.13"
+dependencies = [
+    "lancedb>=0.21.1",
+    "langchain>=0.3.21",
+    "langchain-community>=0.3.20",
+    "pymupdf>=1.25.4",
+    "pypdf>=5.4.0",
+    "requests>=2.32.3",
+]

src/interfaces/agents/agent.py

@@ -1,7 +1,7 @@
 from abc import ABC, abstractmethod
 from json import tool
 from typing import List, Dict, Any
-from langchain.tools import BaseTool
+from langchain.tools import BaseTool, tool
 from sqlalchemy import desc
 
     
@@ -40,16 +40,6 @@ class Agent(ABC):
             tool_name (str): Name of the tool to be removed
         """
         pass
-        
-    @abstractmethod
-    def get_agent_tools(self) -> List[Dict[str, Any]]:
-        """
-        Get the tools available for the agent.
-        
-        Returns:
-            List[Dict[str, Any]]: A list of dictionaries representing the tools.
-        """
-        pass
     
     @abstractmethod
     def get_agent_details(self) -> Dict[str, Any]:
@@ -61,6 +51,16 @@ class Agent(ABC):
         """
         pass
     
+    @abstractmethod
+    def get_tools(self) -> List[BaseTool]:
+        """
+        Get the tools available for the agent.
+        
+        Returns:
+            List[BaseTool]: A list of tools available to the agent.
+        """
+        pass
+    
     @abstractmethod
     def create_agent(self, agent_name: str, agent_description: str) -> Dict[str, Any]:
         """

src/main.py

@@ -6,7 +6,7 @@ import os
 # Adiciona o diretório raiz ao path
 sys.path.append(os.path.abspath(os.path.join(os.path.dirname(__file__), '..')))
 
-from src.service.ollama.ollamaModelManager import OllamaModelManager
+from ollama.ollamaService import OllamaService
 
 
 # ollama_manager = OllamaModelManager()

src/modules/pdf/pdfAgent.py

@@ -1,4 +1,5 @@
 from langchain.agents import AgentExecutor
+from langchain.agents import Tool
 from langchain_community.tools import BaseTool
 
 import fitz
@@ -22,9 +23,22 @@ class PDFAgent(Agent):
         Attributes:
             agent: The agent implementation for PDF operations.
         """
-        self.agent = None
-        self.tools = []
         
+    def list_tools(self):
+        return self.tools
+    
+    def get_tools(self):
+        return self.tools
+    
+    # TODO Verify if tools are being added correctly
+    def add_tool(self, tool: Tool) -> None:
+        self.tools.append(tool)
+    
+    def remove_tool(self, tool_name):
+        return super().remove_tool(tool_name)
+    
+    def create_agent(self, agent_name, agent_description):
+        return super().create_agent(agent_name, agent_description)
         
     def get_agent_details(self):
         return super().get_agent_details()

src/modules/pdf/tools/metadataPDFTool.py

@@ -2,8 +2,8 @@ import fitz
 from langchain.tools import BaseTool
 
 class PDFMetadataTool(BaseTool):
-    name="pdf_metadata"
+    name: str="PDF Metadata Tool"
-    description="Extract metadata from PDF file"
+    description: str="Extract metadata from PDF file"
     
     def _run(self, path: str):
         try: 
@@ -15,4 +15,8 @@ class PDFMetadataTool(BaseTool):
             return metadata
         except FileNotFoundError:
             return f"Error: File {path} not found."
+        
+    async def _arun(self, parametro: str) -> str:
+        # Implementação assíncrona
+        return "Asynchronous implementation not yet provided."
         

src/modules/pdf/tools/textExtractPDFTool.py

@@ -2,9 +2,9 @@ from langchain_community.tools import BaseTool
 
 
 class PDFextractTextTool(BaseTool):
-    name="pdf_text_extract"
+    name="PDF Text Extract Tool"
     description="Extract text from PDF file"
     
-    def _run(self, path: str):
+    # def _run(self, path: str):
-        try: 
+    #     try: 
             

src/modules/pdf/utils.py

@@ -1,18 +1,31 @@
 import fitz
 import os
 
+from langchain_community.document_loaders import PyPDFLoader
+
 
 class PDFUtils:
     @staticmethod
     def get_total_lines(pdf_path: str):
         pdf = fitz.open(pdf_path)
+        toc = pdf.get_toc()
+        print(toc)
         return len(pdf)
         
         
 # Get the user's home directory and construct the path to the PDF
 home_dir = os.path.expanduser("~")
 pdf_path = os.path.join(home_dir, "Downloads", "Manuais.pdf")
+load = PyPDFLoader(pdf_path)
+pages = []
+
+for page in load.lazy_load():
+    pages.append(page)
+    
+    
+print(f"{pages[0].metadata}\n")
+print(pages[0].page_content)
 
 # Call the method with the full path
-total_pages = PDFUtils.get_total_lines(pdf_path)
+# total_pages = PDFUtils.get_total_lines(pdf_path)
-print(f"Total pages in PDF: {total_pages}")
+# print(f"Total pages in PDF: {total_pages}")

src/service/ollama/ollamaService.py

@@ -3,7 +3,7 @@ import requests
 from src.interfaces.models.modelInference import ModelManager
 
 
-class OllamaModelManager(ModelManager):
+class OllamaService(ModelManager):
     def __init__(self, base_url = "http://localhost:11434"):
         self.base_url = base_url
         

src/service/pdf/pdfService.py

@@ -0,0 +1,10 @@
+
+
+
+
+class PDFService:
+    def __init__(self):
+        pass
+    
+    def embedding_pdf(self):
+        

src/service/service.py

@@ -0,0 +1,19 @@
+from typing import Literal
+
+
+
+class Service:
+    def __init__(self, service: Literal["ollama", "pdf"]):
+        self.instantiate_service(service)
+        pass
+    
+    def instantiate_service(self, service: Literal["ollama", "pdf"]):
+        if service == "ollama":
+            from src.service.ollama.ollamaService import OllamaService
+            self.service = OllamaService()
+        elif service == "pdf":
+            from src.service.pdf.pdfService import PDFService
+            self.service = PDFService()
+        else:
+            raise ValueError(f"Unknown service: {service}")
+        

src/utils/getModels.py

@@ -1,9 +1,9 @@
 
 
-from service.ollama.ollamaModelManager import OllamaModelManager
+from ollama.ollamaService import OllamaService
 
 
-ollama_service = OllamaModelManager()
+ollama_service = OllamaService()
 models = ollama_service.get_available_models()
 
 print(models)

test/agent/test_pdfAgent.py

@@ -3,18 +3,34 @@ import unittest
 
 from src.interfaces.agents.agent import Agent
 from src.modules.pdf.pdfAgent import PDFAgent
+from src.modules.pdf.tools.metadataPDFTool import PDFMetadataTool 
 
 class TestPDFAgent(unittest.TestCase):
     def setUp(self):
-        self.agent: Agent
+        self.agent: Agent = PDFAgent()
         return super().setUp()
     
     
-    def createAgent(self):
+    def test_createAgent(self):
-        self.agent = PDFAgent()
+        self.assertIsInstance(self.agent, Agent)
-        self.agent.createAgent()
-        self.assertIsNone(self.agent)
         self.assertEqual(self.agent.name, "PDF Agent")
         self.assertEqual(self.agent.description, "Agent to handle PDF operations")
         
         self.assertIsInstance(self.agent.tools, list)
+        
+    def test_list_tools(self):
+        self.assertEqual(self.agent.list_tools(), [])
+        
+    def test_create_tools(self):
+        metadataTool = PDFMetadataTool()
+        self.assertIsInstance(metadataTool, PDFMetadataTool)
+        self.assertEqual(metadataTool.name, "PDF Metadata Tool")
+        
+        self.agent.add_tool(metadataTool)
+        tools = self.agent.get_tools()
+        
+        self.assertEqual(tools, [metadataTool])
+        self.assertEqual(len(self.agent.tools), 1)
+        self.assertEqual(self.agent.tools[0].name, "PDF Metadata Tool")
+        
+    # def test_

test/service/ollama/test_ollamaService.py

@@ -1,16 +1,18 @@
 import unittest
 from unittest.mock import patch, MagicMock
 
-from src.service.ollama.ollamaModelManager import OllamaModelManager
+from src.service.ollama.ollamaService import OllamaService
 
 
-class TestOllamaModelManager(unittest.TestCase):
+
+
+class testOllamaService(unittest.TestCase):
     
     def setUp(self):
-        self.model_manager = OllamaModelManager()
+        self.model_manager = OllamaService()
         self.model_manager.base_url = "http://test-url:11434"
     
-    @patch('src.service.ollama.ollamaModelManager.requests.get')
+    @patch('src.service.ollama.ollamaService.requests.get')
     def test_get_available_models_success(self, mock_get):
         # Setup mock response
         mock_response = MagicMock()
@@ -30,7 +32,7 @@ class TestOllamaModelManager(unittest.TestCase):
         self.assertEqual(len(result), 2)
         self.assertEqual(result, [{'name': 'model1'}, {'name': 'model2'}])
     
-    @patch('src.service.ollama.ollamaModelManager.requests.get')
+    @patch('src.service.ollama.ollamaService.requests.get')
     def test_get_available_models_exception(self, mock_get):
         # Setup mock to raise exception
         mock_get.side_effect = Exception("Connection error")
@@ -41,7 +43,7 @@ class TestOllamaModelManager(unittest.TestCase):
         # Assertions
         self.assertEqual(result, [])
     
-    @patch('src.service.ollama.ollamaModelManager.requests.post')
+    @patch('src.service.ollama.ollamaService.requests.post')
     def test_get_model_details_success(self, mock_post):
         # Setup mock response
         mock_response = MagicMock()
@@ -64,7 +66,7 @@ class TestOllamaModelManager(unittest.TestCase):
         self.assertEqual(result['context_size'], 4096)
         self.assertEqual(result['license'], 'Apache 2.0')
     
-    @patch('src.service.ollama.ollamaModelManager.requests.post')
+    @patch('src.service.ollama.ollamaService.requests.post')
     def test_get_model_details_exception(self, mock_post):
         # Setup mock to raise exception
         mock_post.side_effect = Exception("API error")

test/service/test_service.py

@@ -0,0 +1,22 @@
+import unittest
+
+
+class TestService(unittest.TestCase):
+    def setUp(self):
+
+        pass
+
+    def test_service_initialization(self):
+        from src.service.service import Service
+
+        # Test Ollama service
+        ollama_service = Service("ollama")
+        self.assertIsNotNone(ollama_service.service)
+        self.assertEqual(ollama_service.service.__class__.__name__,
+                 "OllamaService")
+        
+        self.assertEqual(ollama_service.service.base_url,"http://localhost:11434")
+        print(len(ollama_service.service.get_available_models()))
+        self.assertGreater(len(ollama_service.service.get_available_models()), 0)
+        
+    

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