Feat/litellm unified client

[northdpole]

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[northdpole]

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ℹ️ Review info

⚙️ Run configuration

Configuration used: Path: .coderabbit.yml

Review profile: CHILL

Plan: Pro

Run ID: 9d345ee8-aa43-4cdb-8b3d-d8bd448fd8d8

📥 Commits

Reviewing files that changed from the base of the PR and between c0cea79 and 08e467a.

📒 Files selected for processing (23)

• Makefile
• Procfile
• README.md
• application/database/db.py
• application/prompt_client/llm_error_utils.py
• application/prompt_client/openai_prompt_client.py
• application/prompt_client/prompt_client.py
• application/prompt_client/templates/chat_prompt.j2
• application/prompt_client/vertex_prompt_client.py
• application/tests/db_test.py
• application/tests/litellm_router_test.py
• application/tests/openai_prompt_client_test.py
• application/tests/register_standard_incremental_embeddings_test.py
• application/tests/test_smart_embeddings_e2e_llm.py
• application/tests/vertex_prompt_client_test.py
• application/web/web_main.py
• migrations/versions/ab12cd34ef56_add_embedding_contract_metadata.py
• requirements.txt
• scripts/check_alembic_revision_guardrail.py
• scripts/db/backup-opencreorg.sh
• scripts/db/common.sh
• scripts/db/surgery-opencreorg.sh
• scripts/db/sync-local-to-opencreorg.sh

✨ Finishing Touches

🧪 Generate unit tests (beta)

• Create PR with unit tests
• Commit unit tests in branch feat/litellm-unified-client

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