home/categories/llm-ai/aiskillstore-marketplace-skills-asmayaseen-building-rag-systems-skill-md
llm-aidata-ai

building-rag-systems

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.

aiskillstore
maintainer
aiskillstore
Mis à jour 1/20/2026
Étoiles
90
Forks
3
quick start

Installation and usage

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.

Installation
$ install --globalskills.sh
Utilisation

Après l'installation, vous pouvez utiliser ce skill en exécutant la commande suivante dans votre terminal :

skills use building-rag-systems