📅 2025-08-21 — Session: Refinement of Annotation and Routing Schemas
🕒 00:05–00:50
🏷️ Labels: Annotation, Routing, JSON, Openai, MDX
📂 Project: Dev
⭐ Priority: MEDIUM
Session Goal
The session aimed to refine annotation and routing schemas to improve automation processes and data management.
Key Activities
- Evaluated outputs and identified issues in the annotation schema, providing recommendations for corrections and guardrails to enhance consistency.
- Proposed a JSON schema for lightweight annotation, including properties for title, summary, artifact type, and categories.
- Developed a routing schema for downstream usage, ensuring consistency in routing paths.
- Created a routing table to categorize keywords for content management.
- Analyzed and corrected model diagnostics related to .ipynb and JSON commands.
- Explored OpenAI GPT-4o API limits, focusing on token and context window management.
- Addressed YAML flow corrections in Prompt Flow to ensure proper output structure.
- Conducted a sanity check on JSON output structure to verify schema compliance.
- Investigated solutions for escaping math and Graphviz in MDX for Docusaurus.
Achievements
- Improved annotation and routing schemas for better automation and data management.
- Enhanced understanding of API token limits and routing strategies.
Pending Tasks
- Further testing of the new schemas in real-world scenarios to validate improvements.
- Continuous monitoring of API usage to optimize token management strategies.