Text edits in app

app.py

@@ -21,8 +21,16 @@ interface = gr.Interface(fn=process_query,
                           outputs="html",
                           title="Search Interface",
                           submit_btn="Find",
-                          description="Search for movie trailers, music torrents, and bitcoin wallet addresses. This toy example knows 500 URLs exactly after merely a few hours of training on a single GPU. [dataset](https://huggingface.co/tribler/dsi-search-on-toy-dataset/blob/main/dataset.csv)",
-                          article="This interface searches a toy dataset and returns a YouTube URL, magnet link, or Bitcoin wallet address. Generative AI is slowly starting to become capable of content discovery, relevance ranking, movie creation, financial transactions, market trading, and market matchmaking. The recent advent of end-to-end generative architectures might have disruptive effect on various industries. Social media platforms, movie industry, search engines, and financial intermediaries could *in principle* be replaced with fully decentralised alternatives (think Bitcoin and Bittorrent level decentralisation). This means a shift of power towards ordinary Internet citizens. See our De-DSI paper at EuroMLSys 2024 for scientific details. Please consider contributing and joining our community around the International Workshop on Distributed Infrastructure for Common Good.",
+                          description="""
+                          ### Search for movie trailers, music torrents, and bitcoin wallet addresses! 
+                          
+                          This toy example knows about 500 URLs exactly after merely a few hours of training on a single GPU ([view dataset](https://huggingface.co/tribler/dsi-search-on-toy-dataset/blob/main/dataset.csv)).
+                          """,
+                          article="""
+                          This project represents both a groundbreaking advance and a preliminary exploration into decentralized systems. 
+                          As a preliminary model, the project showcases a toy example rather than the full potential of its ultimate capabilities. 
+                          It serves as a proof of concept that invites further development and imagination.
+                          """,
                           examples=[["spider man"], ["oceans 13"], ["sister starlight"], ["bitcoin address of xileno"]],
                           concurrency_limit=50)