Repository: mindsdb/mindsdb
Pull request: Fix docs to use couchbasevector
## Description

Please include a summary of the change and the issue it solves. 

Fixes #10337 

## Type of change

(Please delete options that are not relevant)

- [ ] 🐛 Bug fix (non-breaking change which fixes an issue)
- [ ] ⚡ New feature (non-breaking change which adds functionality)
- [ ] 📢 Breaking change (fix or feature that would cause existing functionality not to work as expected)
- [X] 📄 This change requires a documentation update

## Verification Process

To ensure the changes are working as expected:

 - [ ]   Test Location: Specify the URL or path for testing.
 - [ ]   Verification Steps: Outline the steps or queries needed to validate the change. Include any data, configurations, or actions required to reproduce or see the new functionality.

## Additional Media:

- [ ] I have attached a brief loom video or screenshots showcasing the new functionality or change.

## Checklist:

- [ ] My code follows the style guidelines(PEP 8) of MindsDB.
- [ ] I have appropriately commented on my code, especially in complex areas.
- [X] Necessary documentation updates are either made or tracked in issues.
- [ ] Relevant unit and integration tests are updated or added.





Problem statement:
[Docs]: Fix couchbase vector store docs
### Short description of what should be added or improved

There needs a minor change in the docs, where it points to couchbase instead of couchbasevector handler 

### Video or screenshots

_No response_

### Anything else?

_No response_

Hints from issue discussion:

Commit message: Fix docs to use couchbasevector

Patch to review:
diff --git a/docs/integrations/data-integrations/couchbasevector.mdx b/docs/integrations/data-integrations/couchbasevector.mdx
index 776d91823d6..dfc5df967e1 100644
--- a/docs/integrations/data-integrations/couchbasevector.mdx
+++ b/docs/integrations/data-integrations/couchbasevector.mdx
@@ -22,7 +22,7 @@ In order to make use of this handler and connect to a Couchbase server in MindsD
 ```sql
 CREATE DATABASE couchbase_vectorsource
 WITH
-engine='couchbase',
+engine='couchbasevector',
 parameters={
     "connection_string": "couchbase://localhost",
     "bucket": "travel-sample",
diff --git a/docs/integrations/vector-db-integrations/couchbase.mdx b/docs/integrations/vector-db-integrations/couchbase.mdx
index f3b8fa62c42..f40c8bb117f 100644
--- a/docs/integrations/vector-db-integrations/couchbase.mdx
+++ b/docs/integrations/vector-db-integrations/couchbase.mdx
@@ -24,7 +24,7 @@ In order to make use of this handler and connect to a Couchbase server in MindsD
 ```sql
 CREATE DATABASE couchbase_vectorsource
 WITH
-engine='couchbase',
+engine='couchbasevector',
 parameters={
     "connection_string": "couchbase://localhost",
     "bucket": "travel-sample",
diff --git a/mindsdb/integrations/handlers/couchbasevector_handler/README.md b/mindsdb/integrations/handlers/couchbasevector_handler/README.md
index f4fa445359a..eec6f5ffe6b 100644
--- a/mindsdb/integrations/handlers/couchbasevector_handler/README.md
+++ b/mindsdb/integrations/handlers/couchbasevector_handler/README.md
@@ -9,7 +9,7 @@ In order to make use of this handler and connect to a Couchbase server in MindsD
 ```sql
 CREATE DATABASE couchbase_vectorsource
 WITH
-engine='couchbase',
+engine='couchbasevector',
 parameters={
     "connection_string": "couchbase://localhost",
     "bucket": "travel-sample",


Code review comments:
diff_hunk: @@ -22,7 +22,7 @@ In order to make use of this handler and connect to a Couchbase server in MindsD
 ```sql
 CREATE DATABASE couchbase_vectorsource
 WITH
-engine='couchbase',
+engine='couchbasevector',
path: docs/integrations/data-integrations/couchbasevector.mdx
text: @user1:
Please note that the `data-integrations/couchbasevector.mdx` file was moved to `vector-db-integrations/couchbase.mdx`.

This file `docs/integrations/data-integrations/couchbasevector.mdx` can be removed.

@author:
Okay makes sense, removed the file. Thanks!