refactoring code to enable multi cloud support

[jitendar-singh]

• Adding multi cloud support
• updated README.md for all cloud providers
• Major refactoring

[github-actions]

Dependency Review

The following issues were found:

• ✅ 0 vulnerable package(s)
• ✅ 0 package(s) with incompatible licenses
• ✅ 0 package(s) with invalid SPDX license definitions
• ⚠️ 14 package(s) with unknown licenses.

See the Details below.

License Issues

requirements.txt

Package	Version	License	Issue Type
alembic	1.18.4	Null	Unknown License
authlib	1.6.9	Null	Unknown License
charset-normalizer	3.4.6	Null	Unknown License
google-adk	1.27.1	Null	Unknown License
google-api-core	2.30.0	Null	Unknown License
google-cloud-bigquery	3.40.1	Null	Unknown License
google-genai	1.67.0	Null	Unknown License
googleapis-common-protos	1.73.0	Null	Unknown License
mmh3	5.2.1	Null	Unknown License
pyasn1	0.6.3	Null	Unknown License
pyjwt	2.12.1	Null	Unknown License
pyopenssl	26.0.0	Null	Unknown License
uvicorn	0.42.0	Null	Unknown License
wrapt	2.1.2	Null	Unknown License

OpenSSF Scorecard

Scorecard details

Package	Version	Score	Details
pip/alembic	1.18.4	Unknown	Unknown
pip/authlib	1.6.9	Unknown	Unknown
pip/certifi	2026.2.25	🟢 6.6	Details Check Score Reason Binary-Artifacts 🟢 10 no binaries found in the repo Code-Review 🟢 5 Found 1/2 approved changesets -- score normalized to 5 Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Maintained 🟢 10 12 commit(s) and 1 issue activity found in the last 90 days -- score normalized to 10 Security-Policy 🟢 10 security policy file detected Pinned-Dependencies 🟢 5 dependency not pinned by hash detected -- score normalized to 5 Token-Permissions 🟢 10 GitHub workflow tokens follow principle of least privilege CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected License 🟢 9 license file detected Fuzzing ⚠️ 0 project is not fuzzed Signed-Releases ⚠️ -1 no releases found Branch-Protection ⚠️ 0 branch protection not enabled on development/release branches Packaging 🟢 10 packaging workflow detected SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0
pip/charset-normalizer	3.4.6	Unknown	Unknown
pip/cryptography	46.0.5	Unknown	Unknown
pip/fastapi	0.135.1	Unknown	Unknown
pip/google-adk	1.27.1	Unknown	Unknown
pip/google-api-core	2.30.0	Unknown	Unknown
pip/google-api-python-client	2.192.0	🟢 6.9	Details Check Score Reason Maintained 🟢 10 16 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 Code-Review 🟢 10 all changesets reviewed CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Packaging ⚠️ -1 packaging workflow not detected Security-Policy 🟢 10 security policy file detected Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Token-Permissions ⚠️ 0 detected GitHub workflow tokens with excessive permissions License 🟢 10 license file detected Fuzzing 🟢 10 project is fuzzed Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration Signed-Releases ⚠️ -1 no releases found SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0 Binary-Artifacts 🟢 10 no binaries found in the repo Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0
pip/google-auth	2.49.1	🟢 7.3	Details Check Score Reason Code-Review 🟢 10 all changesets reviewed Maintained ⚠️ 0 project is archived Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Packaging ⚠️ -1 packaging workflow not detected Token-Permissions 🟢 10 GitHub workflow tokens follow principle of least privilege Security-Policy 🟢 10 security policy file detected CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Binary-Artifacts 🟢 10 no binaries found in the repo Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 License 🟢 10 license file detected Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration Fuzzing 🟢 10 project is fuzzed Signed-Releases ⚠️ -1 no releases found SAST 🟢 5 SAST tool is not run on all commits -- score normalized to 5
pip/google-cloud-aiplatform	1.141.0	🟢 6.2	Details Check Score Reason Maintained 🟢 10 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Security-Policy 🟢 10 security policy file detected Packaging ⚠️ -1 packaging workflow not detected Token-Permissions ⚠️ 0 detected GitHub workflow tokens with excessive permissions Code-Review ⚠️ 1 Found 4/28 approved changesets -- score normalized to 1 License 🟢 10 license file detected Signed-Releases ⚠️ -1 no releases found Branch-Protection 🟢 8 branch protection is not maximal on development and all release branches Binary-Artifacts 🟢 10 no binaries found in the repo Pinned-Dependencies ⚠️ 2 dependency not pinned by hash detected -- score normalized to 2 Fuzzing ⚠️ 0 project is not fuzzed SAST 🟢 10 SAST tool is run on all commits
pip/google-cloud-bigquery	3.40.1	Unknown	Unknown
pip/google-cloud-bigquery-storage	2.36.2	🟢 8.1	Details Check Score Reason Code-Review 🟢 10 all changesets reviewed Maintained 🟢 10 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 Packaging ⚠️ -1 packaging workflow not detected CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Security-Policy 🟢 10 security policy file detected Token-Permissions 🟢 10 GitHub workflow tokens follow principle of least privilege Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected License 🟢 10 license file detected Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration Signed-Releases ⚠️ -1 no releases found SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0 Fuzzing 🟢 10 project is fuzzed Binary-Artifacts 🟢 10 no binaries found in the repo Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0
pip/google-cloud-dataplex	2.16.0	🟢 8.1	Details Check Score Reason Code-Review 🟢 10 all changesets reviewed Maintained 🟢 10 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 Packaging ⚠️ -1 packaging workflow not detected CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Security-Policy 🟢 10 security policy file detected Token-Permissions 🟢 10 GitHub workflow tokens follow principle of least privilege Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected License 🟢 10 license file detected Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration Signed-Releases ⚠️ -1 no releases found SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0 Fuzzing 🟢 10 project is fuzzed Binary-Artifacts 🟢 10 no binaries found in the repo Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0
pip/google-cloud-logging	3.14.0	🟢 8.1	Details Check Score Reason Code-Review 🟢 10 all changesets reviewed Maintained 🟢 10 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 Packaging ⚠️ -1 packaging workflow not detected CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Security-Policy 🟢 10 security policy file detected Token-Permissions 🟢 10 GitHub workflow tokens follow principle of least privilege Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected License 🟢 10 license file detected Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration Signed-Releases ⚠️ -1 no releases found SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0 Fuzzing 🟢 10 project is fuzzed Binary-Artifacts 🟢 10 no binaries found in the repo Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0
pip/google-cloud-pubsub	2.36.0	🟢 8.1	Details Check Score Reason Code-Review 🟢 10 all changesets reviewed Maintained 🟢 10 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 Packaging ⚠️ -1 packaging workflow not detected CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Security-Policy 🟢 10 security policy file detected Token-Permissions 🟢 10 GitHub workflow tokens follow principle of least privilege Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected License 🟢 10 license file detected Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration Signed-Releases ⚠️ -1 no releases found SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0 Fuzzing 🟢 10 project is fuzzed Binary-Artifacts 🟢 10 no binaries found in the repo Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0
pip/google-cloud-spanner	3.63.0	🟢 6.8	Details Check Score Reason Maintained 🟢 10 15 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 Security-Policy 🟢 10 security policy file detected Packaging ⚠️ -1 packaging workflow not detected Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected Code-Review 🟢 10 all changesets reviewed CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Token-Permissions ⚠️ 0 detected GitHub workflow tokens with excessive permissions License 🟢 10 license file detected Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration Binary-Artifacts 🟢 10 no binaries found in the repo Signed-Releases ⚠️ -1 no releases found Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0 Fuzzing ⚠️ 0 project is not fuzzed SAST 🟢 8 SAST tool is not run on all commits -- score normalized to 8
pip/google-cloud-speech	2.37.0	🟢 8.1	Details Check Score Reason Code-Review 🟢 10 all changesets reviewed Maintained 🟢 10 30 commit(s) and 0 issue activity found in the last 90 days -- score normalized to 10 Packaging ⚠️ -1 packaging workflow not detected CII-Best-Practices ⚠️ 0 no effort to earn an OpenSSF best practices badge detected Security-Policy 🟢 10 security policy file detected Token-Permissions 🟢 10 GitHub workflow tokens follow principle of least privilege Dangerous-Workflow 🟢 10 no dangerous workflow patterns detected License 🟢 10 license file detected Branch-Protection ⚠️ -1 internal error: error during branchesHandler.setup: internal error: githubv4.Query: Resource not accessible by integration Signed-Releases ⚠️ -1 no releases found SAST ⚠️ 0 SAST tool is not run on all commits -- score normalized to 0 Fuzzing 🟢 10 project is fuzzed Binary-Artifacts 🟢 10 no binaries found in the repo Pinned-Dependencies ⚠️ 0 dependency not pinned by hash detected -- score normalized to 0
pip/google-genai	1.67.0	Unknown	Unknown
pip/googleapis-common-protos	1.73.0	Unknown	Unknown
pip/greenlet	3.3.2	Unknown	Unknown
pip/mmh3	5.2.1	Unknown	Unknown
pip/pillow	12.1.1	Unknown	Unknown
pip/pyarrow	23.0.1	Unknown	Unknown
pip/pyasn1	0.6.3	Unknown	Unknown
pip/pydantic-settings	2.13.1	Unknown	Unknown
pip/pyjwt	2.12.1	Unknown	Unknown
pip/pyopenssl	26.0.0	Unknown	Unknown
pip/python-dotenv	1.2.2	Unknown	Unknown
pip/pytz	2026.1.post1	Unknown	Unknown
pip/sqlalchemy	2.0.48	Unknown	Unknown
pip/sse-starlette	3.3.2	Unknown	Unknown
pip/uvicorn	0.42.0	Unknown	Unknown
pip/wrapt	2.1.2	Unknown	Unknown

Scanned Files

• requirements.txt