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rag-engineer

authentic

Expert in building Retrieval-Augmented Generation systems. Masters

When to use

• User mentions or implies: building RAG
• User mentions or implies: vector search
• User mentions or implies: embeddings
• User mentions or implies: semantic search
• User mentions or implies: document retrieval
• User mentions or implies: context retrieval
• User mentions or implies: knowledge base
• User mentions or implies: LLM with documents

When not to use

• Use this skill only when the task clearly matches the scope described above.
• Do not treat the output as a substitute for environment-specific validation, testing, or expert review.
• Stop and ask for clarification if required inputs, permissions, safety boundaries, or success criteria are missing.

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