LLM-Based Data Science Agents: A Survey of Capabilities, Challenges, and Future Directions

Mizanur Rahman, Amran Bhuiyan, Mohammed Saidul Islam +5

Recent advances in large language models (LLMs) have enabled a new class of AI agents that automate multiple stages of the data science workflow by integrating planning, tool use,…