Biochemical NL to SQL 1000-Pair Dataset (CSV or JSON)

$199.00 USD

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Natural language (NL) to SQL 1000 verified training pairs dataset for Natural Language to Graph DB translation. It can be used for building biochemical (profiling) - related apps, including question-answering systems, AI agents and other generative AI apps. Works for vibe-coding.

This training dataset is meant for building intelligent search, knowledge or question-answering systems using Large Language Models (LLMs) which rely on training data for prompt engineering or fine-tuning.

A dataset of this magnitude might be used internally for training your AI models. We constructed (knowledge) entities both by generating synthetic pairs and by crowdsourcing questions/ answers for a general biochemical (profiling)-knowledge graph.

While the datasets of this scale might exist in the biotech domain, but may not be specifically tied to the exact purpose of converting NL queries to database queries which is a precursor for development AI wrappers.

The dataset can be used for/in rapid development as a light-weight training for agents/ gen AI apps' models as well as can be added to your MCP servers and RAGs.

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