* add info that retaining resources is not supported in sandbox (#8100)

* add info that retaining resources is not supported in sandbox

* update wording to be specific to sandbox delete ignoring removal policies

* chore: pin cross spawn to 7.0.6 (#8107)

* fix: update custom tool example (#8109)

* update conversation > tools page with more information / examples (#8113)

* Add AI kit > generation > data-extraction example (#8108)

* Adding AIConversation docs (#8116)

* Adding AIConversation docs

* fixing build error

* Update src/pages/[platform]/ai/conversation/ai-conversation/index.mdx

Co-authored-by: dindjarinjs <[email protected]>

* Update src/pages/[platform]/ai/conversation/ai-conversation/index.mdx

Co-authored-by: Ian Saultz <[email protected]>

* Update src/pages/[platform]/ai/conversation/ai-conversation/index.mdx

Co-authored-by: Ian Saultz <[email protected]>

* Update src/pages/[platform]/ai/conversation/ai-conversation/index.mdx

Co-authored-by: Ian Saultz <[email protected]>

* Update src/pages/[platform]/ai/conversation/ai-conversation/index.mdx

Co-authored-by: Ian Saultz <[email protected]>

* Update src/pages/[platform]/ai/conversation/ai-conversation/index.mdx

Co-authored-by: Ian Saultz <[email protected]>

* Update src/pages/[platform]/ai/conversation/ai-conversation/index.mdx

Co-authored-by: Ian Saultz <[email protected]>

* updats

* chore: bump ui-react lib

---------

Co-authored-by: dindjarinjs <[email protected]>
Co-authored-by: Ian Saultz <[email protected]>

* Update docs to use Claude 3.5 Haiku (#8124)


Co-authored-by: josef <[email protected]>

* add conversations > connect your frontend page with client examples (#8119)

* Add passwordless (#8127)

* initial ia

* concept boilerplate

* add code snippet placeholders, cross links, warning for backend support

* chore(auth): add swift passwordless sign up/auto sign in changes (#8128)

* Apply suggestions from code review

* rm comments, stale sections

* chore: add new steps and new flow type

* chore(auth): add swift passwordless sign in/web authn changes (#8131)

* chore(auth): add swift passwordless sign in/web authn changes

* removed unused section

* remove flutter blocks

* fix spelling

* chore(auth): update swift passwordless autosignin Combine snippets (#8132)

* chore(auth): add js passwordless changes (#8129)

* chore(auth): add js passwordless changes

* chore(auth): add filters and a react-native callout; code spacing

* chore(auth): add sign in updates

* Update src/pages/[platform]/build-a-backend/auth/manage-users/manage-webauthn-credentials/index.mdx

Co-authored-by: James Jarvis <[email protected]>

* chore(auth): add associate api to the manage webauthn page

* Update src/pages/[platform]/build-a-backend/auth/connect-your-frontend/sign-in/index.mdx

Co-authored-by: josef <[email protected]>

* chore(auth): use string literals

* chore(auth): add signin next step types

* add js sign up examples

* chore(auth): improve wording

* chore(auth): add first factor selection to confirm sign-in next steps

* Update src/pages/[platform]/build-a-backend/auth/connect-your-frontend/sign-in/index.mdx

Co-authored-by: James Jarvis <[email protected]>

* Update src/pages/[platform]/build-a-backend/auth/connect-your-frontend/sign-in/index.mdx

Co-authored-by: James Jarvis <[email protected]>

* chore(auth): review feedback - formatting and wording

* chore(auth): move user auth flow info into switching flows page

---------

Co-authored-by: James Jarvis <[email protected]>
Co-authored-by: josef <[email protected]>

* resolve structural issues

* fix extra closing tag

* filter passwordless blocks

* Update src/pages/[platform]/build-a-backend/auth/concepts/passwordless/index.mdx

* revert auth flow order change

* update user auth flow description

---------

Co-authored-by: Abhash Kumar Singh <[email protected]>
Co-authored-by: Harsh <[email protected]>
Co-authored-by: Parker Scanlon <[email protected]>
Co-authored-by: James Jarvis <[email protected]>

* fix: update Next.js pages link to latest ver (#8126)

* docs(js): more passwordless sign in examples (#8135)

* more sign in examples

* Apply suggestions from code review

Co-authored-by: josef <[email protected]>

* fix typo

---------

Co-authored-by: josef <[email protected]>

* update nextjs AI generate sample (#8143)

* Update passwordless docs with Android examples (#8139)

* Add initial android sign in doc updates

* Add sign in with preferred challenge

* Finish adding the non-webauthn sign in docs

* Add passwordless sign in docs into the multi-step-sign-in page

* Update manage-webauthn-credentials/index.mdx for android

* Add callingActivity to associateWebAuthnCredential examples

* Bring android sign-in docs to parity

* Add Android docs for switching authentication flows

* Add USER_AUTH password to the sign in docs

* Update sign up docs

* Add Android's WebAuthn details to `connect-your-frontend/sign-in/index.mdx`

* Fix some small issues and update multi-step sign in

* Add first factor selection section for android after merge

* Update src/pages/[platform]/build-a-backend/auth/connect-your-frontend/multi-step-sign-in/index.mdx

Co-authored-by: josef <[email protected]>

* Update src/pages/[platform]/build-a-backend/auth/connect-your-frontend/multi-step-sign-in/index.mdx

Co-authored-by: josef <[email protected]>

* Apply suggestions from code review

Co-authored-by: josef <[email protected]>

* Replace usages of username with email

* Update src/pages/[platform]/build-a-backend/auth/connect-your-frontend/sign-in/index.mdx

Co-authored-by: James Jarvis <[email protected]>

* Update index.mdx

---------

Co-authored-by: Matt Creaser <[email protected]>
Co-authored-by: josef <[email protected]>
Co-authored-by: James Jarvis <[email protected]>

* docs(js): add durability options (#8133)

* docs(js): add durability options

* chore: add copy example for expected bucket owner

* Q workspace command (#8147)

* Q workspace command

* Update src/pages/[platform]/build-a-backend/q-developer/index.mdx

Co-authored-by: Arundeep Nagaraj <[email protected]>

* Update src/pages/[platform]/build-a-backend/q-developer/index.mdx

Co-authored-by: Arundeep Nagaraj <[email protected]>

* Update src/pages/[platform]/build-a-backend/q-developer/index.mdx

Co-authored-by: Arundeep Nagaraj <[email protected]>

* Update src/pages/[platform]/build-a-backend/q-developer/index.mdx

Co-authored-by: Arundeep Nagaraj <[email protected]>

* closing tag

* Update src/pages/[platform]/build-a-backend/q-developer/index.mdx

Co-authored-by: James Jarvis <[email protected]>

---------

Co-authored-by: Arundeep Nagaraj <[email protected]>
Co-authored-by: James Jarvis <[email protected]>

* ai kit: add table for supported models and add nova (#8148)

* fix code snippet (#8146)

* docs(js): expand passwordless examples for multistep sign in, autosign in, and switching flows (#8138)

* add additional detail to switching auth flows page

* expand autosignin examples

* clarify language

* fix wording

* add passwordless steps to multistep sign in page

* tweak language

* Update src/pages/[platform]/build-a-backend/auth/connect-your-frontend/switching-authentication-flows/index.mdx

Co-authored-by: Parker Scanlon <[email protected]>

---------

Co-authored-by: Parker Scanlon <[email protected]>

* adds resourceGroupName to function docs (#8140)

* add resourceGroupName

* feat: add instructions for adding event api to backend (#8155)

* feat: add instructions for adding event api to backend

* Apply suggestions from code review

Co-authored-by: josef <[email protected]>

---------

Co-authored-by: josef <[email protected]>

* feat: Fix examples to use lambda data client (#8096)

* feat: Fix examples to use lambda data client

* fix: Schema import pattern

* Update src/pages/[platform]/build-a-backend/data/customize-authz/grant-lambda-function-access-to-api/index.mdx

Co-authored-by: josef <[email protected]>

* Add warning after data client handler examples

* Update src/pages/[platform]/build-a-backend/data/customize-authz/grant-lambda-function-access-to-api/index.mdx

Co-authored-by: josef <[email protected]>

* Update src/pages/[platform]/build-a-backend/data/customize-authz/grant-lambda-function-access-to-api/index.mdx

Co-authored-by: josef <[email protected]>

* Update src/pages/[platform]/build-a-backend/data/customize-authz/grant-lambda-function-access-to-api/index.mdx

Co-authored-by: josef <[email protected]>

* Apply suggestions from code review

Co-authored-by: josef <[email protected]>

---------

Co-authored-by: josef <[email protected]>

* docs(js): fix predictions setup example (#8153)

* fix predictions front end configuration example

* update pkg installation

* Fix typo in description of the use of amplify_outputs.json (Angular) (#8152)

* fix: update Next.js docs links for serverComponentsPackages (#8156)

* fix: update serverComponentExternalPackages references to latest Next.js docs links

* update all property references to point to new name

* Update index.mdx (#8159)

* Added new badge and message for AI kit (#8110)


Co-authored-by: dindjarinjs <[email protected]>

* update module troubleshooting page with vue config (#8118)

* add guide to extend api key expiration and rotate api key (#8158)

* add guide to extend api key expiration and rotate key

* add some addtional details

* chore: update one of the numbered list (#8134)

* docs(js): support uploadData checksumAlgorithm option (#8162)

* add region callout for gen1 predictions directive (#8111)

* adding autosignin callout (#8168)

* Access groups example (#8174)

* remove reference of renameModelFields

* add example for accessing user groups from session

* simplify example and add some spacing

* revert change

* add back ticks

* chore: add troubleshooting for circular dependency errors in backend (#8171)

* chore: add troubleshooting for circular dependency errors in backend

* feat(data): add multi-endpoint instructions (#8186)

* fix(storage): add options object to list example (#8184)

* add options

* fix spacing

* spaces instead of tabs

* [amplify-data] feat: add gen1 manyToMany auth discussion (#8172)

* feat: add gen1 manyToMany auth discussion

* Fix directive format

Co-authored-by: Rene Brandel <[email protected]>

---------

Co-authored-by: Rene Brandel <[email protected]>

* feat(auth): Introduce resumable signin guide for the AmplifyJS (#7976)

* Update Docs with contents of resumable sign in feature

Co-authored-by: James Jarvis <[email protected]>

* feature(function): add custom functions documentation for AWS Amplify-backend (#8176)

* feature(function): add custom functions documentation for AWS Amplify Gen 2 @aws-amplify/amplify-backend/1602

* chore(function): rename function handler and update handler file path, remove go lambda alpha package

* docs(functions): improve documentation for Python and Go functions, correcting capitalization and enhancing clarity

* docs(functions): clarify function invocation instructions and improve code examples in custom functions documentation

* chore: fix capitalization in documentation.

* Update src/pages/[platform]/build-a-backend/functions/custom-functions/index.mdx

Co-authored-by: josef <[email protected]>

* Update src/pages/[platform]/build-a-backend/functions/custom-functions/index.mdx

---------

Co-authored-by: josef <[email protected]>

* update codeowners, remove docs team req (#8188)

* add callout for branch env variables (#8177)

* add callout for branch env variables

* update callout location

* chore: added cascade delete sections in Has One and Has Many data mod… (#8189)

* chore: added cascade delete sections in Has One and Has Many data model relationships

* moved title of section inside ts and js frameworks

* nit fix

* chore: update supported Next.js version range (#8191)

* chore: remove/update callout regarding supported next version range (#8195)

* update function scheduling (#8181)

* update layer doc to add short version (#8161)

* update layer doc to add short version

* nits

---------

Co-authored-by: Roshane Pascual <[email protected]>
Co-authored-by: dindjarinjs <[email protected]>
Co-authored-by: Ian Saultz <[email protected]>
Co-authored-by: Danny Banks <[email protected]>
Co-authored-by: Abhash Kumar Singh <[email protected]>
Co-authored-by: Harsh <[email protected]>
Co-authored-by: Parker Scanlon <[email protected]>
Co-authored-by: James Jarvis <[email protected]>
Co-authored-by: Tiffany Yeung <[email protected]>
Co-authored-by: Kethan sai <[email protected]>
Co-authored-by: Vincent Tran <[email protected]>
Co-authored-by: Matt Creaser <[email protected]>
Co-authored-by: AllanZhengYP <[email protected]>
Co-authored-by: Mo Malaka <[email protected]>
Co-authored-by: Arundeep Nagaraj <[email protected]>
Co-authored-by: Nikhil Swaminathan <[email protected]>
Co-authored-by: Ivan Artemiev <[email protected]>
Co-authored-by: Aaron S. <[email protected]>
Co-authored-by: andreyaurelien <[email protected]>
Co-authored-by: Tiffany Yeung <[email protected]>
Co-authored-by: Rene Brandel <[email protected]>
Co-authored-by: Erik Hanchett <[email protected]>
Co-authored-by: Dane Pilcher <[email protected]>
Co-authored-by: bobbyu99 <[email protected]>
Co-authored-by: chris <[email protected]>
Co-authored-by: Amplifiyer <[email protected]>
Co-authored-by: Tim Schmelter <[email protected]>
Co-authored-by: Joon Choi <[email protected]>
Co-authored-by: Burak Karahan <[email protected]>
Co-authored-by: Tejas Khanolkar <[email protected]>
Co-authored-by: Hui Zhao <[email protected]>