For developers managing ever-growing information streams from web pages, video transcripts, and technical articles, the challenges of consistent tooling and environment setup often overshadow the actual value of knowledge curation. Version 0.0.2 of the Knowledge-and-Memory-Management project focuses on exactly that friction, delivering a clean release that replaces hardcoded paths with a portable $AGENT_HOME variable and extends the core collection pipeline. This is not a feature-heavy expansion; it is a pragmatic cleanup and a baseline for scalable knowledge workflows.
The key architectural change is the elimination of personal path references. Previous configurations might have pointed to /home/user/data or C:\Users\dev\projects. In v0.0.2, every directory reference uses $AGENT_HOME, an environment variable that must be set before instantiation. This makes the entire toolchain moveable—whether you are running it on a laptop, a CI runner, or a production server. The release also streamlines how knowledge is ingested from three primary sources: web, video, and articles.
Knowledge Collection Pipeline
The collection system is now separated into three composable extractors. Each source type has its own adapter, but they all output a normalized document structure with fields for title, content, timestamps, and source metadata. This uniformity is critical for downstream memory management and retrieval.
