The OpenAI Cookbook shares example code for accomplishing common tasks with the [OpenAI API].
The OpenAI Cookbook shares example code for accomplishing common tasks with the [OpenAI API].
To run these examples, you'll need an OpenAI account and associated API key ([create a free account][api signup]).
To run these examples, you'll need an OpenAI account and API key ([create a free account][api signup]).
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.
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## Recently added 🆕 ✨
## Recently added or updated 🆕 ✨
- [Question answering using embeddings](examples/Question_answering_using_embeddings.ipynb) [Apr 14th, 2023]
- [Using vector databases for embeddings search](examples/vector_databases/) [various dates]
- [Powering your products with ChatGPT and your own data](apps/chatbot-kickstarter/powering_your_products_with_chatgpt_and_your_data.ipynb) [Mar 10th, 2023]
- [Powering your products with ChatGPT and your own data](apps/chatbot-kickstarter/powering_your_products_with_chatgpt_and_your_data.ipynb) [Mar 10th, 2023]
- [How to format inputs to ChatGPT models](examples/How_to_format_inputs_to_ChatGPT_models.ipynb) [Mar 1st, 2023]
- [How to format inputs to ChatGPT models](examples/How_to_format_inputs_to_ChatGPT_models.ipynb) [Mar 1st, 2023]
- [Using Vector Databases for Embeddings Search with Redis](https://github.com/openai/openai-cookbook/tree/main/examples/vector_databases/redis) [Feb 15th, 2023]
- [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]