Method test_search_functionality

tests/test_faiss.py:120–173

Test search functionality.

(self)

                        f"Expected >=4 documents, got {index_info.total_documents}")
    
    async def test_search_functionality(self):
        """Test search functionality."""
        print("\n=== Testing Search Functionality ===")
        
        # Test basic search
        query = "machine learning"
        request = FaissSearchRequest(
            query=query,
            k=3,
            fetch_k=10
        )
        result = await self.faiss_service.search_similar(request)
        
        self.assert_test(len(result.documents) > 0, 
                        "Basic search", 
                        f"Expected documents, got docs={len(result.documents)}")
        
        # Test search with filter
        request = FaissSearchRequest(
            query=query,
            k=2,
            filter={"category": "AI"},
            fetch_k=10
        )
        result = await self.faiss_service.search_similar(request)
        
        self.assert_test(True, 
                        "Search with filter", 
                        "Search completed")
        
        # Test search with score threshold
        request = FaissSearchRequest(
            query=query,
            k=5,
            score_threshold=0.1,
            fetch_k=10
        )
        result = await self.faiss_service.search_similar(request)
        
        self.assert_test(True, 
                        "Search with score threshold", 
                        "Search completed")
        
        # Test search with different query
        request = FaissSearchRequest(
            query="programming language",
            k=2,
            fetch_k=10
        )
        result = await self.faiss_service.search_similar(request)
        
        self.assert_test(True, 
                        "Search with different query", 
                        "Search completed")
    
    async def test_document_deletion(self):
        """Test document deletion."""