fix: modify project toml, docs and reqs

[awmulyadi]

For authors

Description

I made a small PR fix to resolve the failing issue on release and mkdocs build related to the recent merge of talk2knowledgegraphs.

Fixes

This fixes the following github-actions failures:
https://github.com/VirtualPatientEngine/AIAgents4Pharma/actions/runs/12693926236
https://github.com/VirtualPatientEngine/AIAgents4Pharma/actions/runs/12693926241

Type of change

Please delete options that are not relevant.

• Bug fix (non-breaking change which fixes an issue)

How Has This Been Tested?

Please describe the tests you conducted to verify your changes. These may involve creating new test scripts or updating existing ones.

• No new tests added (Only update the workflows and docs)

Checklist

• My code follows the style guidelines mentioned in the Code/DevOps guides
• I have commented my code, particularly in hard-to-understand areas
• I have made corresponding changes to the documentation (e.g. MkDocs)
• My changes generate no new warnings
• I have added or updated tests (in the tests folder) that prove my fix is effective or that my feature works
• New and existing tests pass locally with my changes
• Any dependent changes have been merged and published in downstream modules

For reviewers

Checklist pre-approval

• Is there enough documentation?
• If a new feature has been added, or a bug fixed, has a test been added to confirm good behavior?
• Does the test(s) successfully test edge/corner cases?
• Does the PR pass the tests? (if the repository has continuous integration)

Checklist post-approval

• Does this PR merge develop into main? If so, please make sure to add a prefix (feat/fix/chore) and/or a suffix BREAKING CHANGE (if it's a major release) to your commit message.
• Does this PR close an issue? If so, please make sure to descriptively close this issue when the PR is merged.

Checklist post-merge

• When you approve of the PR, merge and close it (Read this article to know about different merge methods on GitHub)
• Did this PR merge develop into main and is it suppose to run an automated release workflow (if applicable)? If so, please make sure to check under the "Actions" tab to see if the workflow has been initiated, and return later to verify that it has completed successfully.

[github-actions]

🎉 This PR is included in version 1.5.2 🎉

The release is available on GitHub release

Your semantic-release bot 📦🚀