Build production RAG systems with semantic chunking, incremental indexing, and filtered retrieval. Use when implementing document ingestion pipelines, vector search with Qdrant, or context-aware retrieval. Covers chunking strategies, change detection, payload indexing, and context expansion. NOT when doing simple similarity search without production requirements.
$npx -y skills add mjunaidca/mjs-agent-skills --skill building-rag-systemsInstalls into the current project.
Run `npx skills use "https://github.com/mjunaidca/mjs-agent-skills" --skill "mjunaidca/mjs-agent-skills/building-rag-systems"` and follow the generated skill instructions now. Read its complete output, redirecting it to a temporary file first if necessary. Resolve relative paths from the supporting-files directory it provides.
Use the skills in "https://github.com/mjunaidca/mjs-agent-skills" that are relevant to the current task. Run `npx skills add "https://github.com/mjunaidca/mjs-agent-skills"` and select the relevant skills, then follow their instructions.