Enhanced Ingest Pipeline and Compatibility Fixes

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📅 2025-08-17 — Session: Enhanced Ingest Pipeline and Compatibility Fixes

🕒 19:10–19:45
🏷️ Labels: Ingest_Pipeline, Python, Compatibility, Metadata, Database
📂 Project: Dev
⭐ Priority: MEDIUM

Session Goal

The session aimed to enhance the ingest pipeline for TextNode processing and resolve compatibility issues with Python scripts.

Key Activities

  • Developed a plan for enhancing the ingest pipeline by creating source-specific adapters, improving ID stability, and caching in the database.
  • Implemented a comprehensive system for ingesting various file types into a database, focusing on idempotence and metadata tracking.
  • Improved a Python function for JSONL to Markdown processing, ensuring idempotence and metadata handling.
  • Addressed Python import errors by providing solutions for sys.path and project structure issues.
  • Resolved NumPy compatibility issues with Python 3.11 by setting up virtual environments and using compatible versions.
  • Conducted a minimal ingestion smoke test for JSONL logs.

Achievements

  • Successfully outlined and partially implemented enhancements to the ingest pipeline.
  • Provided solutions for Python import and compatibility issues.

Pending Tasks

  • Complete the implementation of source-specific adapters for the ingest pipeline.
  • Further test and refine the compatibility fixes for Python scripts.

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