Update README.md

README.md

@@ -1,46 +1,95 @@
 ---
 license: cc-by-4.0
-task_categories:
-- text-generation
-- question-answering
-language:
-- en
 tags:
 - medical
-- pharmacology
-- drugs
-- educational
-pretty_name: PharmaText-985
+- healthcare
+- drug-information
+- llm-training
 size_categories:
 - n<1K
 ---
 
-# 💊 PharmaText-985: Educational Drug Descriptions
+# Drug Description Dataset (Educational Use)
 
-PharmaText-985 is a curated dataset containing **985 drug samples**. The dataset provides concise, high-quality descriptions of various medications, designed specifically for fine-tuning Large Language Models (LLMs) for educational and linguistic tasks in the medical domain.
+## Dataset Overview
 
-## 📊 Dataset Summary
+This dataset contains **985 samples** of drug-related information intended **strictly for educational and research purposes**.
 
-The dataset consists of two primary columns:
-1. **Drug_Name**: The common or brand name of the medication.
-2. **Description**: A comprehensive summary including the drug class, primary indications, and mechanism of action.
+Each sample consists of:
+- **DrugName** – Name of the drug
+- **Description** – A textual description of the drug
 
-The drug names were sourced from reputable pharmacological databases, and the descriptions were generated using **Google Gemini**, then manually cleaned to remove technical artifacts (like LaTeX or HTML tags).
+The dataset is suitable for **fine-tuning Large Language Models (LLMs)** on drug-related text understanding, summarization, or question-answering tasks in a **non-clinical setting**.
 
-### Source Materials
-- [RxList](https://www.rxlist.com/)
-- [Drugs.com](https://www.drugs.com/)
+---
+
+## Data Source & Generation
+
+- Drug names were **manually selected by the author** using publicly available medical information websites.
+- Descriptions were **synthetically generated using Google Gemini** based on the selected drug names.
+
+Reference websites used for drug names:
+- https://www.rxlist.com/
+- https://www.drugs.com/
+
+> ⚠️ The generated descriptions are **not verified by medical professionals**.
 
 ---
 
-## 🚀 Use Cases
+## Dataset Structure
 
-- **LLM Fine-Tuning**: Ideal for teaching models how to structure medical definitions.
-- **RAG Testing**: Use this as a small knowledge base for Retrieval-Augmented Generation (RAG) experiments.
-- **Educational Tools**: Building flashcard apps or glossary bots for pharmacy students.
+| Column Name | Description |
+|------------|------------|
+| DrugName   | Name of the drug |
+| Description | Textual description of the drug |
 
 ---
-##How it looks
 
-![image](https://cdn-uploads.huggingface.co/production/uploads/685998a37db0a027171ecb9f/J6e-AMXWmFNOotOEFNwRg.png)
+## Intended Use
+
+✅ Allowed:
+- Educational experiments
+- NLP research
+- Fine-tuning LLMs
+- Text generation and understanding tasks
+
+❌ Not Allowed:
+- Clinical decision-making
+- Medical diagnosis
+- Treatment recommendations
+- Real-world healthcare applications
+
+---
+
+## Disclaimer
+
+⚠️ **This dataset is not suitable for real medical use.**  
+The information provided may be incomplete, inaccurate, or outdated.  
+Do **not** rely on this dataset for medical advice, diagnosis, or treatment.
+
+---
+
+## License
+
+This dataset is released under the **Creative Commons Attribution 4.0 International (CC BY 4.0)** license.
+
+You are free to:
+- Share
+- Adapt
+- Use for commercial and non-commercial purposes  
+
+**Attribution is required.**
+
+---
+
+## Citation
+
+If you use this dataset in your work, please cite it appropriately:
 
+```bibtex
+@dataset{drug_description_dataset,
+  title = {Drug Description Dataset for Educational LLM Fine-Tuning},
+  author = {Your Name},
+  year = {2025},
+  license = {CC BY 4.0}
+}