Added actual links to embedding models as mentioned in issue #28115

Thank you for contributing to LangChain!

[ ] PR title: "package: description"
- Where "package" is whichever of langchain, community, core, etc. is being modified. Use "docs: ..." for purely docs changes, "infra: ..." for CI changes.
- Example: "community: add foobar LLM"
[ ] PR message: Delete this entire checklist and replace with
- Description: a description of the change
- Issue: the issue # it fixes, if applicable
- Dependencies: any dependencies required for this change
- Twitter handle: if your PR gets announced, and you'd like a mention, we'll gladly shout you out!
[ ] Add tests and docs: If you're adding a new integration, please include
1. a test for the integration, preferably unit tests that do not rely on network access,
2. an example notebook showing its use. It lives in docs/docs/integrations directory.
[ ] Lint and test: Run make format, make lint and make test from the root of the package(s) you've modified. See contribution guidelines for more: https://python.langchain.com/docs/contributing/

Additional guidelines:

Make sure optional dependencies are imported within a function.
Please do not add dependencies to pyproject.toml files (even optional ones) unless they are required for unit tests.
Most PRs should not touch more than one package.
Changes should be backwards compatible.
If you are adding something to community, do not re-import it in langchain.

If no one reviews your PR within a few days, please @-mention one of baskaryan, efriis, eyurtsev, ccurme, vbarda, hwchase17.

langchain-ai / langchain