Strategic Roadmap and Disk Management Initiatives

2 min read

📅 2025-05-27 — Session: Strategic Roadmap and Disk Management Initiatives

🕒 01:40–02:55
🏷️ Labels: Social Media, Disk Management, Automation, Rag System, Twitter Strategy
📂 Project: Business
⭐ Priority: MEDIUM

Session Goal

The session aimed to develop a strategic roadmap for social media accounts and address various disk management and automation tasks.

Key Activities

  • Strategic Roadmap: A strategic plan was proposed for two Twitter accounts, focusing on setting objectives, building style and voice, generating content ideas, and proposing minimal automation infrastructure and scheduling.
  • Modular Ingestion Script: Developed a preprocessing function to convert .jsonl files into .txt files for Haystack ingestion.
  • Disk Usage Inspection: Provided a Bash command to inspect disk usage in subdirectories, offering insights into storage costs and preprocessing needs.
  • RAG System Design: Outlined a principled design approach for a Retrieval-Augmented Generation system, focusing on data modeling, chunking strategy, retrieval methods, evaluation metrics, and query construction.
  • Disk Management: Multiple steps and guides were provided for diagnosing disk usage, cleaning up space, and managing storage effectively.

Achievements

  • Completed a strategic roadmap for social media management.
  • Developed a modular ingestion script for JSONL files.
  • Provided comprehensive guides for disk usage diagnosis and cleanup.

Pending Tasks

  • Implementation of the proposed strategic roadmap for the Twitter accounts.
  • Execution of the disk cleanup and management recommendations.

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