From 5e73603e8a460df759035e44e461f2297238f05d Mon Sep 17 00:00:00 2001 From: Leonid Ganeline Date: Sat, 27 Jan 2024 16:05:29 -0800 Subject: [PATCH] docs: `DeepInfra` provider page update (#16665) - added description, links - consistent formatting - added links to the example pages --- .../docs/integrations/providers/deepinfra.mdx | 27 ++++++++++++------- 1 file changed, 17 insertions(+), 10 deletions(-) diff --git a/docs/docs/integrations/providers/deepinfra.mdx b/docs/docs/integrations/providers/deepinfra.mdx index 06af21f287..5eb2b1b387 100644 --- a/docs/docs/integrations/providers/deepinfra.mdx +++ b/docs/docs/integrations/providers/deepinfra.mdx @@ -1,45 +1,52 @@ # DeepInfra -This page covers how to use the DeepInfra ecosystem within LangChain. +>[DeepInfra](https://deepinfra.com/docs) allows us to run the +> [latest machine learning models](https://deepinfra.com/models) with ease. +> DeepInfra takes care of all the heavy lifting related to running, scaling and monitoring +> the models. Users can focus on your application and integrate the models with simple REST API calls. + +>DeepInfra provides [examples](https://deepinfra.com/docs/advanced/langchain) of integration with LangChain. + +This page covers how to use the `DeepInfra` ecosystem within `LangChain`. It is broken into two parts: installation and setup, and then references to specific DeepInfra wrappers. ## Installation and Setup + - Get your DeepInfra api key from this link [here](https://deepinfra.com/). - Get an DeepInfra api key and set it as an environment variable (`DEEPINFRA_API_TOKEN`) ## Available Models DeepInfra provides a range of Open Source LLMs ready for deployment. -You can list supported models for + +You can see supported models for [text-generation](https://deepinfra.com/models?type=text-generation) and [embeddings](https://deepinfra.com/models?type=embeddings). -google/flan\* models can be viewed [here](https://deepinfra.com/models?type=text2text-generation). You can view a [list of request and response parameters](https://deepinfra.com/meta-llama/Llama-2-70b-chat-hf/api). Chat models [follow openai api](https://deepinfra.com/meta-llama/Llama-2-70b-chat-hf/api?example=openai-http) -## Wrappers -### LLM +## LLM -There exists an DeepInfra LLM wrapper, which you can access with +See a [usage example](/docs/integrations/llms/deepinfra). ```python from langchain_community.llms import DeepInfra ``` -### Embeddings +## Embeddings -There is also an DeepInfra Embeddings wrapper, you can access with +See a [usage example](/docs/integrations/text_embedding/deepinfra). ```python from langchain_community.embeddings import DeepInfraEmbeddings ``` -### Chat Models +## Chat Models -There is a chat-oriented wrapper as well, accessible with +See a [usage example](/docs/integrations/chat/deepinfra). ```python from langchain_community.chat_models import ChatDeepInfra