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This page covers all LangChain integrations with Parallel

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Installation and setup

The Parallel integration exists in its own partner package. You can install it with: 
pip install -qU langchain-parallel
In order to use the package, you will also need to set the PARALLEL_API_KEY environment variable to your Parallel API key. You can obtain an API key by signing up at Parallel.

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Model interfaces

ChatParallelWeb

Chat model with real-time web research capabilities.

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Tools and toolkits

ParallelWebSearchTool

Searches the web.

ParallelExtractTool

Extracts relevant content from specific web URLs.
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