Update README.md

README.md

@@ -11,4 +11,16 @@ license: apache-2.0
 short_description: ' Upload PDFs, provide groundtruth, and compare various LLMs'
 ---
 
-Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
+## How Pixeltable Makes This Possible
+
+1. **Unified Data Management**: Pixeltable seamlessly handles various data types - from PDFs to embeddings - in a single, coherent system.
+
+2. **Automatic Chunking and Indexing**: The DocumentSplitter and embedding indexing functionalities demonstrate Pixeltable's ability to prepare large documents for efficient retrieval.
+
+3. **Declarative Data Transformations**: Computed columns for context retrieval and prompt creation show how Pixeltable can express complex data operations simply and clearly.
+
+4. **Seamless Integration with AI Services**: The integration with OpenAI's API illustrates how Pixeltable can incorporate external AI services into data workflows.
+
+5. **Efficient Querying**: The `top_k` query function demonstrates Pixeltable's powerful querying capabilities, enabling fast similarity searches over large datasets.
+
+By unifying data management, transformation, and AI model integration, Pixeltable significantly reduces the complexity of building and deploying AI-powered applications like this RAG system.