Update app.py

app.py

@@ -7,8 +7,8 @@ from huggingface_hub import get_token
 
 static_embedding = StaticEmbedding.from_model2vec("minishlab/potion-base-8M")
 model = SentenceTransformer(modules=[static_embedding])
-dataset_name = "smol-blueprint/fineweb-bbc-news-text-embeddings"
-embedding_column = "embedding"
+dataset_name = "ai-blueprint/fineweb-bbc-news-embeddings"
+embedding_column = "embeddings"
 table_name = "fineweb"
 
 duckdb.sql(query=f"""
@@ -34,7 +34,7 @@ def similarity_search(query: str, k: int = 5):
 with gr.Blocks() as demo:
     gr.Markdown("""# RAG - retrieve
                 
-                Part of [smol blueprint](https://github.com/huggingface/smol-blueprint) - a smol blueprint for AI development, focusing on applied examples of RAG, information extraction, analysis and fine-tuning in the age of LLMs. """)
+                Part of [AI blueprint](https://github.com/davidberenstein1957/ai-blueprint) - a blueprint for AI development, focusing on practical examples of RAG, information extraction, analysis and fine-tuning in the age of LLMs. """)
     query = gr.Textbox(label="Query")
     k = gr.Slider(1, 50, value=5, label="Number of results")
     btn = gr.Button("Search")