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All functionality related to OpenAI
OpenAI is American artificial intelligence (AI) research laboratory consisting of the non-profit OpenAI Incorporated and its for-profit subsidiary corporation OpenAI Limited Partnership. OpenAI conducts AI research with the declared intention of promoting and developing a friendly AI. OpenAI systems run on an Azure-based supercomputing platform from Microsoft. The OpenAI API is powered by a diverse set of models with different capabilities and price points. ChatGPT is the Artificial Intelligence (AI) chatbot developed by OpenAI.

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Installation and Setup

Install the integration package with:
Get an OpenAI api key and set it as an environment variable (OPENAI_API_KEY)

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Chat model

See a usage example.
If you are using a model hosted on Azure, you should use different wrapper for that:
For a more detailed walkthrough of the Azure wrapper, see here.

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LLM

See a usage example.
If you are using a model hosted on Azure, you should use different wrapper for that:
For a more detailed walkthrough of the Azure wrapper, see here.

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Embedding Model

See a usage example

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Document Loader

See a usage example.

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Retriever

See a usage example.

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Tools

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Dall-E Image Generator

OpenAI Dall-E are text-to-image models developed by OpenAI using deep learning methodologies to generate digital images from natural language descriptions, called “prompts”.
See a usage example.

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Adapter

See a usage example.

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Tokenizer

There are several places you can use the tiktoken tokenizer. By default, it is used to count tokens for OpenAI LLMs. You can also use it to count tokens when splitting documents with
For a more detailed walkthrough of this, see this notebook

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Chain

See a usage example.