Update README.md

README.md

@@ -26,19 +26,21 @@ txtai must be [installed](https://neuml.github.io/txtai/install/) to use this mo
 
 ```python
 from txtai.embeddings import Embeddings
+import json
 
 # Load the index from the HF Hub
 embeddings = Embeddings()
 embeddings.load(provider="huggingface-hub", container="burgerbee/txtai-sv-wikipedia")
 
 # Run a search
-embeddings.search("Roman Empire")
+for x in embeddings.search("I vilken stad ligger Liseberg?", 1):
+  print(json.dumps(x, indent=2))
+
+
+# Run a search and filter on popular results (page views).
+for x in embeddings.search("SELECT id, text, score, percentile FROM txtai WHERE similar('I vilken stad ligger Liseberg?') AND percentile >= 0.99", 1):
+  print(json.dumps(x, indent=2))
 
-# Run a search matching only the Top 1% of articles
-embeddings.search("""
-   SELECT id, text, score, percentile FROM txtai WHERE similar('Boston') AND
-   percentile >= 0.99
-""")
 ```
 
 ## Use Cases