home/categories/llm-ai/mrowaisabdullah-ai-humanoid-robotics-claude-skills-rag-pipeline-builder-skill-md
llm-aidata-ai

rag-pipeline-builder

Complete RAG (Retrieval-Augmented Generation) pipeline implementation with document ingestion, vector storage, semantic search, and response generation. Supports FastAPI backends with OpenAI and Qdrant. LangChain-free architecture.

MrOwaisAbdullah
maintainer
MrOwaisAbdullah
Atualizado 12/30/2025
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quick start

Installation and usage

Complete RAG (Retrieval-Augmented Generation) pipeline implementation with document ingestion, vector storage, semantic search, and response generation. Supports FastAPI backends with OpenAI and Qdrant. LangChain-free architecture.

Instalação
$ install --globalskills.sh
Uso

Depois de instalar, você pode usar esta skill executando o seguinte comando no terminal:

skills use rag-pipeline-builder