Tagged articles

content pipeline

3 articles · Page 1 of 1

Sep 3, 2026 · Backend Development

DxC: Natural-Language Content Workbench with 8-Step Pipeline & Local Memory

DxC is a personal content workbench that uses natural language to orchestrate an 8-step production pipeline — research, brief, outline, draft, title, visuals, review, and WeChat draft delivery — backed by local hybrid retrieval (SQLite FTS5 + BGE embeddings) and a four-layer memory system that persists across projects.

BGE embeddingsSQLite FTS5WeChat publishing

0 likes · 19 min read

DxC: Natural-Language Content Workbench with 8-Step Pipeline & Local Memory

Uncle Fei's Miscellany

Jun 18, 2026 · Artificial Intelligence

How Content Asset Architecture Powers Recommendation System Cognition

This article details the end‑to‑end engineering of a recommendation system's content asset pipeline—from content ingestion and storage in a Content Pool, through basic, behavior, and quality feature generation, to feature versioning, lifecycle management, and the engineering challenges of recognition accuracy, cold‑start, hotspot handling, deduplication, and multimodal understanding.

Embeddingcontent pipelinecontent pool

0 likes · 41 min read

How Content Asset Architecture Powers Recommendation System Cognition

Instant Consumer Technology Team

Nov 19, 2025 · Artificial Intelligence

How We Built an AI‑Powered Automated Video Editing Pipeline for Short‑Form Marketing

This article details the end‑to‑end AIGC video automation system we created—from raw material ingestion and multimodal content understanding to script generation, AI‑driven editing, rendering, and multi‑channel distribution—highlighting architecture, key modules, technical choices, performance results, and lessons learned.

AIGCVideo Automationcontent pipeline

0 likes · 16 min read

How We Built an AI‑Powered Automated Video Editing Pipeline for Short‑Form Marketing