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docs: modules
pages simplified (#5116)
# docs: modules pages simplified Fixied #5627 issue Merged several repetitive sections in the `modules` pages. Some texts, that were hard to understand, were also simplified. ## Who can review? @hwchase17 @dev2049
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@@ -11,38 +11,28 @@ but we have individual pages for each model type.
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The pages contain more detailed "how-to" guides for working with that model,
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as well as a list of different model providers.
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**LLMs**
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Large Language Models (LLMs) are the first type of models we cover.
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These models take a text string as input, and return a text string as output.
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- `Getting Started <./models/getting_started.html>`_: An overview of the models.
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**Chat Models**
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Model Types
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-----------
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Chat Models are the second type of models we cover.
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These models are usually backed by a language model, but their APIs are more structured.
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Specifically, these models take a list of Chat Messages as input, and return a Chat Message.
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- `LLMs <./models/llms.html>`_: **Large Language Models (LLMs)** take a text string as input and return a text string as output.
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**Text Embedding Models**
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- `Chat Models <./models/chat.html>`_: **Chat Models** are usually backed by a language model, but their APIs are more structured.
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Specifically, these models take a list of Chat Messages as input, and return a Chat Message.
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The third type of models we cover are text embedding models.
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These models take text as input and return a list of floats.
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- `Text Embedding Models <./models/text_embedding.html>`_: **Text embedding models** take text as input and return a list of floats.
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Getting Started
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---------------
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.. toctree::
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:maxdepth: 1
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./models/getting_started.ipynb
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Go Deeper
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---------
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.. toctree::
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:maxdepth: 1
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:caption: Models
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:name: models
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:hidden:
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./models/getting_started.html
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./models/llms.rst
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./models/chat.rst
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./models/text_embedding.rst
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