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# Docs: compound ecosystem and integrations **Problem statement:** We have a big overlap between the References/Integrations and Ecosystem/LongChain Ecosystem pages. It confuses users. It creates a situation when new integration is added only on one of these pages, which creates even more confusion. - removed References/Integrations page (but move all its information into the individual integration pages - in the next PR). - renamed Ecosystem/LongChain Ecosystem into Integrations/Integrations. I like the Ecosystem term. It is more generic and semantically richer than the Integration term. But it mentally overloads users. The `integration` term is more concrete. UPDATE: after discussion, the Ecosystem is the term. Ecosystem/Integrations is the page (in place of Ecosystem/LongChain Ecosystem). As a result, a user gets a single place to start with the individual integration.
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Jina
This page covers how to use the Jina ecosystem within LangChain. It is broken into two parts: installation and setup, and then references to specific Jina wrappers.
Installation and Setup
- Install the Python SDK with
pip install jina
- Get a Jina AI Cloud auth token from here and set it as an environment variable (
JINA_AUTH_TOKEN
)
Wrappers
Embeddings
There exists a Jina Embeddings wrapper, which you can access with
from langchain.embeddings import JinaEmbeddings
For a more detailed walkthrough of this, see this notebook