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Add Azure Cosmos DB document store adapter (#516)

* Initial plan

* Implement AzureCosmosDocumentStore adapter with tests

Co-authored-by: Alan-Jowett <20480683+Alan-Jowett@users.noreply.github.com>

* Fix parameter naming in aggregate_documents to ensure uniqueness

Co-authored-by: Alan-Jowett <20480683+Alan-Jowett@users.noreply.github.com>

* Changes before error encountered

Co-authored-by: Alan-Jowett <20480683+Alan-Jowett@users.noreply.github.com>

* Address code review comments: move imports to module level, remove unused variables, fix test assertions and spelling

Co-authored-by: Alan-Jowett <20480683+Alan-Jowett@users.noreply.github.com>

* Address security and code quality review comments: add field name validation, improve error handling, optimize queries

Co-authored-by: Alan-Jowett <20480683+Alan-Jowett@users.noreply.github.com>

* Fix code quality issues: remove redundant OFFSET 0, improve logger usage in tests

Co-authored-by: Alan-Jowett <20480683+Alan-Jowett@users.noreply.github.com>

* Move re module import to module level following PEP 8 conventions

Co-authored-by: Alan-Jowett <20480683+Alan-Jowett@users.noreply.github.com>

* Add comprehensive validation and improve data handling: ID validation, deepcopy, limit validation, enhanced field validation, unit tests

Co-authored-by: Alan-Jowett <20480683+Alan-Jowett@users.noreply.github.com>

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Co-authored-by: copilot-swe-agent[bot] <198982749+Copilot@users.noreply.github.com>
Co-authored-by: Alan-Jowett <20480683+Alan-Jowett@users.noreply.github.com>

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