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Most code examples are written in Python, though the concepts can be applied in any language. Most code examples are written in Python, though the concepts can be applied in any language.
## Recently added 🆕 ✨
Below are new notebooks or scripts that are new to the cookbook or have recently gone through large updates:
- [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]
- [Website Q&A with Embeddings](https://github.com/openai/openai-cookbook/tree/main/apps/web-crawl-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]
- [File Q&A with Embeddings](https://github.com/openai/openai-cookbook/tree/main/apps/file-q-and-a) [Feb 11th, 2023]
## Guides & examples ## Guides & examples
- API usage - API usage

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