building-rag-systems
OfficialProduction-grade RAG pipelines
Authorpanaversity
Version1.0.0
Installs0
System Documentation
What problem does it solve?
This Skill guides building robust production retrieval-augmented generation (RAG) systems with semantic chunking, incremental updates, and filtered retrieval.
Core Features & Use Cases
- Semantic Chunking: Context-aware chunking with headers and overlap.
- Incremental Indexing: Change detection and incremental embeddings to keep vectors fresh.
- Filtered Retrieval: Contextual, role-based payloads for precise results.
Quick Start
Set up a Crawler → Parser → Chunker → Embedder → Uploader pipeline and run a batched update for a book/module.
Dependency Matrix
Required Modules
None requiredComponents
scriptsreferences
💻 Claude Code Installation
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Please help me install this Skill: Name: building-rag-systems Download link: https://github.com/panaversity/colearn-aidd/archive/main.zip#building-rag-systems Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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