📅 2024-09-16 — Session: Enhanced Schema Key Mapping and AI API Integration
🕒 19:20–19:45
🏷️ Labels: Schema, Openai Api, Automation, Python, Data Processing
📂 Project: Dev
⭐ Priority: MEDIUM
Session Goal
The session aimed to enhance the schema key mapping for resolutions and integrate AI agents using the OpenAI API for improved data processing workflows.
Key Activities
- Evaluated schema keys for resolutions, suggesting improvements for granularity and category distinctions.
- Refined a stems dictionary and match function for dynamic schema extraction in knowledge graphs.
- Analyzed schema key mapping effectiveness for resolutions from the ‘Ministerio de Seguridad’ dataset.
- Enhanced the stems dictionary for legal terms related to licitations and convenios.
- Addressed file download issues, suggesting CSV format and troubleshooting steps.
- Explored OpenAI API documentation to understand function calling and schema constraints.
- Set up OpenAI API for function definition and fine-tuning.
- Developed a workflow for integrating AI agents with NoSQL schema using Python.
- Migrated to OpenAI Python API v1.0.0, addressing TypeError and API response access.
Achievements
- Improved schema key mapping and stems dictionary for legal terms.
- Established a structured workflow for AI agent integration with NoSQL schemas.
- Successfully migrated to the latest OpenAI Python API with error handling improvements.
Pending Tasks
- Further refine schema key mapping based on feedback from resolution processing.
- Continue exploring OpenAI API capabilities for additional automation opportunities.