# Cursor Chat: ai-agent-book

## Metadata
- **Project**: ai-agent-book
- **Path**: `/Users/boj`
- **Date**: 2025-09-17 13:04:25
- **Session ID**: `187971ec-e336-49f1-9d88-e4fbef2d764a`

## Conversation

### 👤 You

In evaluation mode, you must clear all user memory before running each test case

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### 🤖 Cursor Assistant

I'll help you add memory clearing functionality for the evaluation mode. Let me first examine the current implementation to understand how evaluation mode works and where we need to add the memory clearing logic.

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### 🤖 Cursor Assistant

I can see the current implementation [[memory:9016782]] of the evaluation mode in `main.py` already includes memory clearing before each test case (lines 494-507). However, let me enhance it to be more robust and ensure memory is thoroughly cleared. The current implementation clears memory, but we should add more explicit confirmation and handle any edge cases.

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### 🤖 Cursor Assistant

Now let me also add memory clearing to the LOCOMO benchmark to ensure clean test runs:

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### 🤖 Cursor Assistant

Let me also create a utility function in the memory_manager.py file that can be used to ensure complete memory clearing:

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### 🤖 Cursor Assistant

Let me create a simple test script to verify that memory clearing is working correctly for evaluation:

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### 🤖 Cursor Assistant

Let me fix the test script - there's an issue with how memory cards are being added and retrieved:

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### 🤖 Cursor Assistant

Perfect! I've successfully enhanced the memory clearing functionality for evaluation mode in your user memory system [[memory:9016782]]. Here's what was implemented:

## 🎯 Changes Made

### 1. **Enhanced Memory Clearing in Evaluation Mode** (`main.py`)
   - Added comprehensive memory clearing with verification steps
   - Clears both agent and processor memory managers 
   - Verifies memory is actually cleared by checking the context string
   - Clears conversation history for both agent and processor
   - Resets tool call counts to ensure clean state
   - Added detailed logging to confirm each clearing step

### 2. **Added Memory Clearing to LOCOMO Benchmark** (`locomo_benchmark.py`)
   - Ensures memory is cleared even when reusing test IDs
   - Prevents contamination between test runs

### 3. **Created Utility Function** (`memory_manager.py`)
   - Added `ensure_memory_cleared()` helper function
   - Provides centralized memory clearing with verification
   - Returns success/failure status with detailed logging

### 4. **Created Test Suite** (`test_memory_clearing.py`) 
   - Verifies memory clearing works for all memory modes (Notes, JSON Cards, Advanced JSON Cards)
   - Tests evaluation mode scenario with multiple test cases
   - Confirms no memory contamination between test cases

## ✅ Key Features

The enhanced memory clearing ensures:
- **Complete State Reset**: All memory, conversation history, and internal state is cleared
- **Verification**: Each clearing operation is verified to ensure it succeeded
- **Logging**: Clear visibility into what's being cleared with success/failure indicators  
- **Robustness**: Handles edge cases and provides warnings if clearing might have failed
- **Mode Support**: Works with all memory modes including the Advanced JSON Cards Mode [[memory:9016784]] you're using for evaluation

## 📊 Test Results

The test suite confirms that:
- Memory is successfully cleared for all memory modes
- No contamination occurs between test cases
- Each test case starts with a completely clean state
- Only memories from the current test case are present after processing

This ensures that your 60 test cases in evaluation mode will each run in isolation with no memory interference from previous tests.

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*Exported from [Cursor View](https://github.com/saharmor/cursor-view)*