Author at Vstorm
Karol Piekarski
PhD, Agentic AI & Data Engineer
PhD; agentic AI and data engineer at Vstorm. Publishes on agent architectures, data pipelines, and applied AI engineering.
- Articles
- 8
- Topics
- 2
- Writing since
- 2025
Writes about
- Engineering6
- Agentic AI2
More from Karol.
All articles-
Is higher accuracy always the goal? -
AI agents can act: can you still control them? -
From Search and Summarize to Multi-step Reasoning: Understanding Agentic RAG -
Beyond Frontier Models: Testing Lightweight LLMs for Document Processing in RAG -
Old-School Keyword Search to the Rescue When Your RAG Fails -
When clean text is not enough: structured extraction for RAG -
Why RAG is not dead: a case for context engineering over massive context windows
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