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.
maintainer
MrOwaisAbdullah
更新於 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.
安裝
$ install --globalskills.sh
使用
安裝後，您可以透過在終端機執行以下指令來使用此技能：
skills use rag-pipeline-builder