Oncology Trial Innovation

The NVIDIA of AI Agents. You have the computer layer, LLM's provide the language layer — NOW PREA provides the thinking layer. Strategic operational consultation built on 20+ years of real-world expertise in pharma, biotech, automotive, AI systems. By Agentia | Hex-Evo Ltd.

R/Pharma workshop "Getting Started with LLM APIs in R"

This is a tutorial of an agentic Large Language Model (LLM) application to automate the evaluation of patients for clinical trials. It leverages documents related to patients' medical histories, clinical policies, and trial inclusion criteria.

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LLM based regulatory consulting for pharma

経産省GENIAC 製薬LLM開発　評価用リポジトリ

LLM System for Pharma marketing agents

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Shiny & LLMs: Landscape and Applications in Pharma

A Natural Responsive LLM Chatbot for Drug Classification and Information

P.R.O.M.E.T.H.E.U.S. Precision Research and Oncology Machine-learning Engine for Therapeutics, Health, Exploration, Understanding, and Science

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Web-based Pharmacy Management System with Admin and Customer roles. Manage medicines, suppliers, inventory and orders, auto-assign deliveries to least-busy staff, alert on low/expired stock, and trigger supplier restocking with delivery tracking.

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LLM-powered analytics platform for smart factory e-nose deployments, detecting quality deviations in food & pharma production lines through intelligent scent analysis.

A smart CLI tool to search PubMed and filter out academic vs industry authors using keywords or LLMs like OpenAI, Hugging Face, or Ollama. Useful for pharma research analysis, KOA detection studies, and more.

Conversational-Pharma-Agent-Code contains the full implementation of a conversational agent framework for pharmaceutical operations. It includes source code, pipelines, and evaluation scripts for intent classification, RAG, and dialogue management, supporting automated workflows using LLMs and domain-specific tools.

An AI Agent leveraging fine-tuned LLMs (Google/Gemma-3-1B-it w/ PEFT) and LangGraph to proactively identify, assess, and suggest mitigations for supply chain disruptions, tailored to specific client needs (e.g., for pharma or petroleum industry). Includes MLOps integration using Vertex AI and MLflow.

A medicine prescriber chatbot using Large Language Models

AI-Powered Cyber Threat Intelligence for the Pharmaceutical Industry — Local LLM, RAG, Automated News Agent

A Medicine Prescriber Chatbot Exploiting Open-Source Large Language Models

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Monitor medicines safety

PharmaLLM-QLoRA: Efficient QLoRA fine-tuning of large language models for pharmaceutical and biomedical question answering, document analysis, and knowledge extraction.

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This is a repository including the benchmark and agents included in an under review submission to JEDM 2025.

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An end-to-end LLMOps project for pharmacovigilance using NLP and large language models.

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