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@@ -6,6 +6,14 @@ To run these examples, you'll need an OpenAI account and associated API key ([cr
 
 Most code examples are written in Python, though the concepts can be applied in any language.
 
+## Recently added 🆕 ✨
+
+- [Website Q&A with Embeddings](https://github.com/openai/openai-cookbook/tree/main/apps/web-crawl-q-and-a) [Feb 11th, 2023]
+- [File Q&A with Embeddings](https://github.com/openai/openai-cookbook/tree/main/apps/file-q-and-a) [Feb 11th, 2023]
+- [Visualize Embeddings in Weights & Biases](https://github.com/openai/openai-cookbook/blob/main/examples/Visualizing_embeddings_in_W%26B.ipynb) [Feb 9th, 2023]
+- [Retrieval Enhanced Generative Question Answering with Pinecone](https://github.com/openai/openai-cookbook/blob/main/examples/vector_databases/pinecone/Gen_QA.ipynb) [Feb 8th, 2023]
+
+
 ## Guides & examples
 
 - API usage