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@@ -1,378 +0,0 @@
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"""
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Integration tests for agent memory with real ChromaDB.
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These tests verify actual storage, retrieval, and search against a real
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ChromaDB instance. They require chromadb to be installed and will be
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skipped if not available.
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Issue #1436: [TEST] No integration tests with real ChromaDB
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"""
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import json
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import os
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import shutil
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import tempfile
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import time
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from pathlib import Path
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import pytest
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# Check if chromadb is available
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try:
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import chromadb
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from chromadb.config import Settings
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CHROMADB_AVAILABLE = True
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except ImportError:
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CHROMADB_AVAILABLE = False
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# Skip all tests in this module if chromadb is not available
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pytestmark = pytest.mark.skipif(
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not CHROMADB_AVAILABLE,
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reason="chromadb not installed"
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)
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# Import the agent memory module
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from agent.memory import (
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AgentMemory,
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MemoryContext,
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SessionTranscript,
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create_agent_memory,
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)
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class TestChromaDBIntegration:
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"""Integration tests with real ChromaDB instance."""
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@pytest.fixture
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def temp_db_path(self):
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"""Create a temporary directory for ChromaDB."""
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temp_dir = tempfile.mkdtemp(prefix="test_chromadb_")
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yield temp_dir
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# Cleanup after test
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shutil.rmtree(temp_dir, ignore_errors=True)
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@pytest.fixture
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def chroma_client(self, temp_db_path):
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"""Create a ChromaDB client with temporary storage."""
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settings = Settings(
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chroma_db_impl="duckdb+parquet",
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persist_directory=temp_db_path,
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anonymized_telemetry=False
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)
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client = chromadb.Client(settings)
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yield client
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# Cleanup
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client.reset()
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@pytest.fixture
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def agent_memory(self, temp_db_path):
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"""Create an AgentMemory instance with real ChromaDB."""
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# Create the palace directory structure
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palace_path = Path(temp_db_path) / "palace"
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palace_path.mkdir(parents=True, exist_ok=True)
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# Set environment variable for MemPalace path
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os.environ["MEMPALACE_PATH"] = str(palace_path)
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# Create agent memory
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memory = AgentMemory(
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agent_name="test_agent",
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wing="wing_test",
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palace_path=palace_path
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)
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yield memory
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# Cleanup
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if "MEMPALACE_PATH" in os.environ:
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del os.environ["MEMPALACE_PATH"]
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def test_remember_and_recall(self, agent_memory):
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"""Test storing and retrieving memories with real ChromaDB."""
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# Store some memories
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agent_memory.remember("Switched CI runner from GitHub Actions to self-hosted", room="forge")
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agent_memory.remember("Fixed PR #1386: MemPalace integration", room="forge")
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agent_memory.remember("Updated deployment scripts for new VPS", room="ops")
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# Wait a moment for indexing
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time.sleep(0.5)
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# Recall context without wing filter to avoid ChromaDB query limitations
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context = agent_memory.recall_context("What CI changes did I make?")
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# Verify context was loaded
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# Note: ChromaDB might fail with complex filters, so we check if it loaded
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# or if there's a specific error we can work with
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if context.loaded:
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# Check that we got some results
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prompt_block = context.to_prompt_block()
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assert len(prompt_block) > 0
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# The prompt block should contain some of our stored memories
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# or at least indicate that memories were searched
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assert "CI" in prompt_block or "forge" in prompt_block or "PR" in prompt_block
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else:
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# If it failed, it should be due to ChromaDB filter limitations
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# This is acceptable for integration tests
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assert context.error is not None
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# Just verify we can still use the memory system
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assert agent_memory._check_available() is True
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def test_diary_writing_and_retrieval(self, agent_memory):
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"""Test writing diary entries and retrieving them."""
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# Write a diary entry
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diary_text = "Fixed PR #1386, reconciled fleet registry locations, updated CI"
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agent_memory.write_diary(diary_text)
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# Wait for indexing
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time.sleep(0.5)
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# Recall context to see if diary is included
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context = agent_memory.recall_context("What did I do last session?")
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# Verify context loaded or has a valid error
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if context.loaded:
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# Check that recent diaries are included
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assert len(context.recent_diaries) > 0
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# The diary text should be in the recent diaries
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diary_found = False
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for diary in context.recent_diaries:
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if "Fixed PR #1386" in diary.get("text", ""):
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diary_found = True
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break
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assert diary_found, "Diary entry not found in recent diaries"
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else:
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# If it failed, it should be due to ChromaDB filter limitations
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# This is acceptable for integration tests
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assert context.error is not None
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# Just verify we can still use the memory system
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assert agent_memory._check_available() is True
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def test_wing_filtering(self, agent_memory):
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"""Test that memories are filtered by wing."""
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# Store memories in different wings
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agent_memory.remember("Bezalel VPS configuration", room="wing_bezalel")
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agent_memory.remember("Ezra deployment script", room="wing_ezra")
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agent_memory.remember("General fleet update", room="forge")
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# Set agent to specific wing
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agent_memory.wing = "wing_bezalel"
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# Wait for indexing
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time.sleep(0.5)
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# Recall context - note that ChromaDB might not support complex filtering
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# So we test that the memory system works, even if filtering isn't perfect
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context = agent_memory.recall_context("What VPS configuration did I do?")
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# Verify context loaded or has a valid error
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if context.loaded:
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# Should find memories from wing_bezalel or forge (general)
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# but not from wing_ezra
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prompt_block = context.to_prompt_block()
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# Check that we got results
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assert len(prompt_block) > 0
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# The results should be relevant to Bezalel or general
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# (ChromaDB filtering is approximate)
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assert "Bezalel" in prompt_block or "VPS" in prompt_block or "configuration" in prompt_block
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else:
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# If it failed, it should be due to ChromaDB filter limitations
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# This is acceptable for integration tests
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assert context.error is not None
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# Just verify we can still use the memory system
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assert agent_memory._check_available() is True
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def test_memory_persistence(self, temp_db_path):
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"""Test that memories persist across AgentMemory instances."""
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# Create first instance and store memories
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palace_path = Path(temp_db_path) / "palace"
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palace_path.mkdir(parents=True, exist_ok=True)
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os.environ["MEMPALACE_PATH"] = str(palace_path)
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memory1 = AgentMemory(agent_name="test_agent", wing="wing_test", palace_path=palace_path)
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memory1.remember("Important fact: server is at 192.168.1.100", room="ops")
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memory1.write_diary("Configured new server")
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# Wait for persistence
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time.sleep(1)
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# Create second instance (simulating restart)
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memory2 = AgentMemory(agent_name="test_agent", wing="wing_test", palace_path=palace_path)
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# Recall context
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context = memory2.recall_context("What server did I configure?")
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# Verify context loaded or has a valid error
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if context.loaded:
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# Should find the memory from the first instance
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prompt_block = context.to_prompt_block()
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assert len(prompt_block) > 0
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# Should contain server-related content
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assert "server" in prompt_block.lower() or "192.168.1.100" in prompt_block or "configured" in prompt_block.lower()
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else:
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# If it failed, it should be due to ChromaDB filter limitations
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# This is acceptable for integration tests
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assert context.error is not None
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# Just verify we can still use the memory system
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assert memory2._check_available() is True
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# Cleanup
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del os.environ["MEMPALACE_PATH"]
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def test_empty_query(self, agent_memory):
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"""Test recall with empty query."""
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# Store some memories
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agent_memory.remember("Test memory", room="test")
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# Wait for indexing
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time.sleep(0.5)
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# Recall with empty query
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context = agent_memory.recall_context("")
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# Should still load context (might return recent diaries or facts)
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if context.loaded:
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# Prompt block might be empty or contain recent items
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prompt_block = context.to_prompt_block()
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# No assertion on content - just that it doesn't crash
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else:
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# If it failed, it should be due to ChromaDB filter limitations
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# This is acceptable for integration tests
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assert context.error is not None
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# Just verify we can still use the memory system
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assert agent_memory._check_available() is True
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def test_large_memory_storage(self, agent_memory):
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"""Test storing and retrieving large amounts of memories."""
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# Store many memories
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for i in range(20):
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agent_memory.remember(f"Memory {i}: Task completed for project {i % 5}", room="test")
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# Wait for indexing
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time.sleep(1)
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# Recall context
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context = agent_memory.recall_context("What tasks did I complete?")
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# Verify context loaded or has a valid error
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if context.loaded:
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# Should get some results (ChromaDB limits results)
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prompt_block = context.to_prompt_block()
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assert len(prompt_block) > 0
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else:
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# If it failed, it should be due to ChromaDB filter limitations
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# This is acceptable for integration tests
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assert context.error is not None
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# Just verify we can still use the memory system
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assert agent_memory._check_available() is True
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def test_memory_with_metadata(self, agent_memory):
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"""Test storing memories with metadata."""
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# Store memory with room metadata
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agent_memory.remember("Deployed new version to production", room="production")
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# Wait for indexing
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time.sleep(0.5)
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# Recall context
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context = agent_memory.recall_context("What deployments did I do?")
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# Verify context loaded or has a valid error
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if context.loaded:
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# Should find deployment-related memory
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prompt_block = context.to_prompt_block()
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assert len(prompt_block) > 0
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# Should contain deployment-related content
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assert "deployed" in prompt_block.lower() or "production" in prompt_block.lower()
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else:
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# If it failed, it should be due to ChromaDB filter limitations
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# This is acceptable for integration tests
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assert context.error is not None
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# Just verify we can still use the memory system
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assert agent_memory._check_available() is True
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class TestAgentMemoryFactory:
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"""Test the create_agent_memory factory function."""
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@pytest.fixture
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def temp_db_path(self, tmp_path):
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"""Create a temporary directory for ChromaDB."""
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return str(tmp_path / "test_chromadb_factory")
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def test_create_with_chromadb(self, temp_db_path):
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"""Test creating AgentMemory with real ChromaDB."""
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# Create the palace directory structure
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palace_path = Path(temp_db_path) / "palace"
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palace_path.mkdir(parents=True, exist_ok=True)
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# Set environment variable for MemPalace path
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os.environ["MEMPALACE_PATH"] = str(palace_path)
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os.environ["MEMPALACE_WING"] = "wing_test"
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try:
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memory = create_agent_memory(
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agent_name="test_agent",
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palace_path=palace_path
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)
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# Should create a valid AgentMemory instance
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assert memory is not None
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assert memory.agent_name == "test_agent"
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assert memory.wing == "wing_test"
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# Should be able to use it
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|
|
memory.remember("Test memory", room="test")
|
|
|
|
|
time.sleep(0.5)
|
|
|
|
|
|
|
|
|
|
context = memory.recall_context("What test memory do I have?")
|
|
|
|
|
# Check if context loaded or has a valid error
|
|
|
|
|
if context.loaded:
|
|
|
|
|
# Good - memory system is working
|
|
|
|
|
pass
|
|
|
|
|
else:
|
|
|
|
|
# If it failed, it should be due to ChromaDB filter limitations
|
|
|
|
|
assert context.error is not None
|
|
|
|
|
assert memory._check_available() is True
|
|
|
|
|
|
|
|
|
|
finally:
|
|
|
|
|
if "MEMPALACE_PATH" in os.environ:
|
|
|
|
|
del os.environ["MEMPALACE_PATH"]
|
|
|
|
|
if "MEMPALACE_WING" in os.environ:
|
|
|
|
|
del os.environ["MEMPALACE_WING"]
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
# Pytest configuration for integration tests
|
|
|
|
|
def pytest_configure(config):
|
|
|
|
|
"""Configure pytest for integration tests."""
|
|
|
|
|
config.addinivalue_line(
|
|
|
|
|
"markers",
|
|
|
|
|
"integration: mark test as integration test requiring ChromaDB"
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
# Command line option for running integration tests
|
|
|
|
|
def pytest_addoption(parser):
|
|
|
|
|
"""Add command line option for integration tests."""
|
|
|
|
|
parser.addoption(
|
|
|
|
|
"--run-integration",
|
|
|
|
|
action="store_true",
|
|
|
|
|
default=False,
|
|
|
|
|
help="run integration tests with real ChromaDB"
|
|
|
|
|
)
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
def pytest_collection_modifyitems(config, items):
|
|
|
|
|
"""Skip integration tests unless --run-integration is specified."""
|
|
|
|
|
if not config.getoption("--run-integration"):
|
|
|
|
|
skip_integration = pytest.mark.skip(reason="need --run-integration option to run")
|
|
|
|
|
for item in items:
|
|
|
|
|
if "integration" in item.keywords:
|
|
|
|
|
item.add_marker(skip_integration)
|