Update README.md

README.md

@@ -6,21 +6,20 @@ license: apache-2.0
 
 <!-- Provide a quick summary of what the model is/does. -->
 
-Triplex is a model for creating knowledge graphs from unstructured data. It works by extracting triplets - simple statements consisting of a subject, predicate, and object - from text or other data sources. Try the demo here: [kg.sciphi.ai](kg.sciphi.ai)
+Triplex is a model for creating knowledge graphs from unstructured data developed by (SciPhi.AI)[https://www.sciphi.ai]. 
 
-## Model Details
+It works by extracting triplets - simple statements consisting of a subject, predicate, and object - from text or other data sources. 
 
-It is a finetuned version of Phi3-3.8B on a high quality proprietary dataset constructed using DBPedia, Wikidata, and other data sources.
+Try the demo here: [kg.sciphi.ai](https://kg.sciphi.ai)
 
-### Model Description
+## Model Details
 
-- **Developed by:** [https://www.SciPhi.ai](SciPhi.ai)
+It is a finetuned version of Phi3-3.8B on a high quality proprietary dataset constructed using DBPedia, Wikidata, and other data sources.
 
 ### Model Sources
 
-<!-- Provide the basic links for the model. -->
 
-- **Repository:** [https://www.github.com/SciPhi-AI/R2R](https://www.github.com/SciPhi-AI/R2R)
+- **SciPhi Repository:** [https://www.github.com/SciPhi-AI/R2R](https://www.github.com/SciPhi-AI/R2R)
 - **Blog:** [https://www.sciphi.ai/blog/triplex](https://www.sciphi.ai/blog/triplex)
 - **Demo:** [kg.sciphi.ai](kg.sciphi.ai)