monarch-initiative/ontogpt
A Python package that uses large language models and instruction prompts to extract structured information from text with ontology-based grounding.
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OntoGPT leverages LLMs for information extraction tasks such as named entity recognition, drug treatment extraction, and relation extraction from unstructured text. It provides both CLI and minimal web interfaces, using LiteLLM to support multiple LLM providers beyond just OpenAI. The system integrates with ontologies for grounding extracted data.