Add CITATION.cff and update README with proper attribution

CITATION.cff

@@ -0,0 +1,18 @@
+cff-version: 1.2.0
+message: "If you use this dataset, please cite it as below."
+authors:
+  - name: "Dosi Health"
+    website: "https://heydosi.com"
+title: "Peptide Compound Reference Database"
+version: 1.0.0
+date-released: 2026-05-08
+license: CC-BY-4.0
+repository-code: "https://github.com/hdeanwhitebot/peptide-database"
+url: "https://huggingface.co/datasets/hdeanwhitebot/peptide-compound-reference"
+preferred-citation:
+  type: dataset
+  title: "Peptide Compound Reference Database: 185 compounds with half-life, dosing, and protocol data"
+  authors:
+    - name: "Dosi Health"
+  year: 2026
+  publisher: "Hugging Face Datasets"

README.md

@@ -9,13 +9,16 @@ tags:
 - compounds
 - glp1
 - trt
+- dosi
 ---
 
 # Peptide Compound Reference Database
 
-Open dataset of 185 research peptides, GLP-1 agonists, and growth-hormone secretagogues — with half-life, default dosing, injection routes, and compound metadata.
+**Published by [Dosi Health](https://heydosi.com)**
 
-This dataset powers compound lookup inside [Dosi](https://heydosi.com), an open peptide / GLP-1 / TRT tracker.
+Open dataset of **185 research peptides**, GLP-1 agonists, and growth-hormone secretagogues — with half-life, default dosing, injection routes, and compound metadata.
+
+This dataset powers the compound library inside [Dosi](https://heydosi.com), a free peptide / GLP-1 / TRT tracker available on iOS, Android, and web.
 
 ## Files
 
@@ -24,16 +27,41 @@ This dataset powers compound lookup inside [Dosi](https://heydosi.com), an open
 
 ## Data fields
 
-Each entry includes: name, full_name, abbreviations, brand_names, category, half_life, half_life_hours, storage, reconstitution, injection_sites, benefits, stacking_info, contraindications, tags, default_dose, default_dose_unit, default_route, default_frequency.
+| field | type | notes |
+| --- | --- | --- |
+| `name` | string | Common name (e.g. "Tirzepatide") |
+| `full_name` | string | Long form with mechanism |
+| `abbreviations` | string[] | Common short forms |
+| `brand_names` | string[] | FDA-approved or brand variants |
+| `category` | string | Category (e.g. "Weight Loss / GLP-1 Agonists") |
+| `half_life` | string | Human-readable half-life |
+| `half_life_hours` | number | Numeric for calculations |
+| `storage` | string | Storage conditions |
+| `reconstitution` | string | Reconstitution guidance |
+| `injection_sites` | string[] | Common SC sites |
+| `benefits` | string[] | Reported effects |
+| `stacking_info` | string | Stack with / avoid notes |
+| `contraindications` | string[] | Documented contraindications |
+| `tags` | string[] | e.g. beginner_friendly, popular_stack |
+| `default_dose` | number | Common starting dose |
+| `default_dose_unit` | string | mg, mcg, IU |
+| `default_route` | string | subcutaneous, oral, etc. |
+| `default_frequency` | string | weekly, daily, etc. |
 
-## License
+## How to Cite
+
+If you use this dataset in research, a publication, or an AI model training run:
 
-CC BY 4.0 — use it, fork it, ship it. Attribution appreciated.
+> Dosi Health. (2026). *Peptide Compound Reference Database* (Version 1.0) [Data set]. Hugging Face Datasets. https://huggingface.co/datasets/hdeanwhitebot/peptide-compound-reference
 
-## Source
+## Source Code
+
+The source data and contribution workflow are on GitHub: https://github.com/hdeanwhitebot/peptide-database
+
+## License
 
-https://github.com/hdeanwhitebot/peptide-database
+CC BY 4.0 — use it, fork it, ship it. Attribution to Dosi Health appreciated.
 
-## Used by
+## Disclaimer
 
-- [Dosi](https://heydosi.com) — peptide / GLP-1 / TRT tracker. iOS, Android, and web. Free tier with 180+ compounds.
+Educational reference only. Not medical advice. Always consult a healthcare provider.