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+**Talk2KnowledgeGraphs** is an agent designed to enable interaction with biological knowledge graphs (KGs). KGs integrate vast amounts of structured biomedical data into a format that highlights relationships between entities, such as proteins, genes, diseases, drugs, etc.
+
+![Talk2KnowledgeGraphs](../assets/t2kg_diagram.png)
+
+## Tutorials
+We have provided a series of tutorial in the forms of jupyter notebooks to help you get started with the library. The tutorials are available in the `docs/notebooks/talk2knowledgegraphs` directory.
+
+For instance, we included a series of Jupyter notebooks to demonstrate the steps necessary to load PrimeKG and to construct IBD subgraph from PrimeKG.
+
+### PrimeKG Loading
+Precision Medicine Knowledge Graph (PrimeKG) is a comprehensive knowledge graph that presents a holistic view of diseases. PrimeKG integrates 20 high-quality biomedical resources to describe 17,080 diseases with 4,050,249 relationships representing ten major biological scales.
+
+Source: [https://github.com/mims-harvard/PrimeKG](https://github.com/mims-harvard/PrimeKG)
+
+The tutorial notebook to load the PrimeKG can be found in the following path:
+```
+docs\notebooks\talk2knowledgegraphs\tutorial_primekg_loader.ipynb
+```
+
+### IBD-sliced subgraph from PrimeKG
+We have provided an example of working Jupyter notebook to construct a subgraph from PrimeKG in relation to a specific disease, i.e., inflammatory bowel disease (IBD).
+
+The tutorial notebook to construct the subgraph can be found in the following path:
+```
+docs\notebooks\talk2knowledgegraphs\tutorial_primekg_subgraph.ipynb
+```
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