GRAIL translates Python geospatial workflows to executable Spark programs via an LLM-ready adaptation of the RDPro library and a LangGraph pipeline for targeted code repair.
README.LLM: A framework to help LLMs understand your library.arXiv preprint arXiv:2504.09798, 2025
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GRAIL: AI translation for scientists application workflow on satellite data
GRAIL translates Python geospatial workflows to executable Spark programs via an LLM-ready adaptation of the RDPro library and a LangGraph pipeline for targeted code repair.
- The Illusion of Agentic Complexity in README.md Generation: Evaluating Single-Agent vs. Multi-Agent RAG Systems