# Backport
This will backport the following commits from `main` to `8.13`:
- [[DOCS] Fixes incorrect internal link
(#177256)](https://github.com/elastic/kibana/pull/177256)
<!--- Backport version: 9.4.3 -->
### Questions ?
Please refer to the [Backport tool
documentation](https://github.com/sqren/backport)
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Co-authored-by: Franಠ_ಠis Conil <frconil@users.noreply.github.com>
~This PR still needs work (tests, mainly), so keeping it in draft for
now, but feel free to take it for a spin.~
Implements Bedrock support, specifically for the Claude models.
Architecturally, this introduces LLM adapters: one for OpenAI (which is
what we already have), and one for Bedrock/Claude. The Bedrock/Claude
adapter does the following things:
- parses data from a SerDe (an AWS concept IIUC) stream using
`@smithy/eventstream-serde-node`.
- Converts function requests and results into XML and back (to some
extent)
- some slight changes to existing functionality to achieve _some_ kind
of baseline performance with Bedrock + Claude.
Generally, GPT seems better at implicit tasks. Claude needs explicit
tasks, otherwise it will take things too literally. For instance, I had
to use a function for generating a title because Claude was too eager to
add explanations. For the `classify_esql` function, I had to add extra
instructions to stop it from requesting information that is not there.
It is prone to generating invalid XML.
---------
Co-authored-by: kibanamachine <42973632+kibanamachine@users.noreply.github.com>
