Add information about the dataset (#3)

- Add information about the dataset (115a0f9fe6ade315cbe97f74a6a08c8222819595)


Co-authored-by: Nirant Kasliwal <[email protected]>

README.md

@@ -16,4 +16,15 @@ dataset_info:
     num_examples: 1000000
   download_size: 12383152
   dataset_size: 1000000
+language:
+- en
+pretty_name: OpenAI 1M with DBPedia Entities
+size_categories:
+- 1M<n<10M
 ---
+
+1M OpenAI Embeddings (1536 dimensions) from June 2023.
+
+Text used for Embedding: title (string) + text (string)
+
+First used for the pgvector vs VectorDB (Qdrant) benchmark: https://nirantk.com/writing/pgvector-vs-qdrant/