Files

cauvang32 9c180bdd89 Refactor OpenAI utilities and remove Python executor

- Removed the `analyze_data_file` function from tool definitions to streamline functionality.
- Enhanced the `execute_python_code` function description to clarify auto-installation of packages and file handling.
- Deleted the `python_executor.py` module to simplify the codebase and improve maintainability.
- Introduced a new `token_counter.py` module for efficient token counting for OpenAI API requests, including support for Discord image links and cost estimation.

2025-10-02 21:49:48 +07:00

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Quick Reference - Model Knows Code Interpreter Now! 🎉

✅ What Was Done

Updated system prompts and tool descriptions so the AI model understands:

Packages auto-install when imported
All file types (80+) are captured
Files persist for 48 hours
How to use code interpreter properly

📝 Files Changed

File	Change	Status
`src/config/config.py`	Updated NORMAL_CHAT_PROMPT with code interpreter instructions	✅
`src/utils/openai_utils.py`	Updated execute_python_code tool description	✅
`src/config/code_interpreter_prompts.py`	Created comprehensive prompt library	✅ NEW
`docs/MODEL_INSTRUCTIONS_CODE_INTERPRETER.md`	Created model usage guide	✅ NEW
`docs/AI_MODEL_INSTRUCTIONS_UPDATE.md`	Created update summary	✅ NEW

🎯 Key Messages to Model

Package Auto-Install

✅ Just import packages - they auto-install!
❌ Don't check if packages are installed
❌ Don't use install_packages parameter

File Creation

✅ Create files (CSV, PNG, JSON, TXT, etc.)
✅ All 80+ formats are captured
✅ Files are sent to user automatically
❌ Don't print long output

File Loading

✅ Use load_file('file_id')
❌ Don't use pd.read_csv('/path')

💡 Model Behavior Change

BEFORE:

# Model writes:
try:
    import seaborn
except ImportError:
    print("Please install seaborn")
    
# Or:
print(df.to_string())  # Long output

AFTER:

# Model writes:
import seaborn as sns  # Auto-installs!

# And:
df.to_csv('data.csv')  # Creates file for user

🔧 System Prompt Integration

Location 1: Main Chat Prompt

src/config/config.py → NORMAL_CHAT_PROMPT

Loaded automatically for every conversation
Includes code interpreter section
Lists approved packages
Shows best practices

Location 2: Tool Description

src/utils/openai_utils.py → execute_python_code

Shown when model considers using tool
Emphasizes AUTO-INSTALL
Includes usage examples
Marks deprecated parameters

Location 3: Additional Prompts (Optional)

src/config/code_interpreter_prompts.py

Can be imported for extra context
Comprehensive instructions
Available when needed

📊 Testing Scenarios

Test 1: Package Import

User: "Create a heatmap with seaborn"
Expected: Model imports seaborn, auto-installs, creates heatmap ✅

Test 2: File Creation

User: "Export data as CSV and JSON"
Expected: Model creates both files, user receives both ✅

Test 3: Multiple Outputs

User: "Analyze data and create report"
Expected: CSV + PNG + TXT files generated ✅

🎉 Summary

The AI model now knows:

📦 Packages auto-install (62+ libraries)
📁 All file types are captured (80+ formats)
⏰ Files persist for 48 hours
🔧 How to properly use code interpreter

Result: Better code, happier users, fewer errors! 🚀

🚀 Ready to Use

All changes compiled successfully. The bot is ready to use the code interpreter with full knowledge of its capabilities!

Next: Test with real users and monitor behavior.

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