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https://github.com/meta-llama/llama-stack.git
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0e0d311dea
Add a new remote provider that integrates MLflow's Prompt Registry with Llama Stack's prompts API, enabling centralized prompt management and versioning using MLflow as the backend. Features: - Full implementation of Llama Stack Prompts protocol - Support for prompt versioning and default version management - Automatic variable extraction from Jinja2-style templates - MLflow tag-based metadata for efficient prompt filtering - Flexible authentication (config, environment variables, per-request) - Bidirectional ID mapping (pmpt_<hex> ↔ llama_prompt_<hex>) - Comprehensive error handling and validation Implementation: - Remote provider: src/llama_stack/providers/remote/prompts/mlflow/ - Inline reference provider: src/llama_stack/providers/inline/prompts/reference/ - MLflow 3.4+ required for Prompt Registry API support - Deterministic ID mapping ensures consistency across conversions Testing: - 15 comprehensive unit tests (config validation, ID mapping) - 18 end-to-end integration tests (full CRUD workflows) - GitHub Actions workflow for automated CI testing with MLflow server - Integration test fixtures with automatic server setup Documentation: - Complete provider configuration reference - Setup and usage examples with code samples - Authentication options and security best practices Signed-off-by: William Caban <william.caban@gmail.com> Co-Authored-By: Claude <noreply@anthropic.com> |
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|---|---|---|
| .. | ||
| backward-compat.yml | ||
| changelog.yml | ||
| conformance.yml | ||
| install-script-ci.yml | ||
| integration-auth-tests.yml | ||
| integration-mlflow-tests.yml | ||
| integration-sql-store-tests.yml | ||
| integration-tests.yml | ||
| integration-vector-io-tests.yml | ||
| pre-commit.yml | ||
| providers-build.yml | ||
| providers-list-deps.yml | ||
| python-build-test.yml | ||
| README.md | ||
| record-integration-tests.yml | ||
| semantic-pr.yml | ||
| stainless-builds.yml | ||
| stale_bot.yml | ||
| test-external-provider-module.yml | ||
| test-external.yml | ||
| ui-unit-tests.yml | ||
| unit-tests.yml | ||
Llama Stack CI
Llama Stack uses GitHub Actions for Continuous Integration (CI). Below is a table detailing what CI the project includes and the purpose.
| Name | File | Purpose |
|---|---|---|
| Backward Compatibility Check | backward-compat.yml | Check backward compatibility for run.yaml configs |
| Update Changelog | changelog.yml | Creates PR for updating the CHANGELOG.md |
| API Conformance Tests | conformance.yml | Run the API Conformance test suite on the changes. |
| Installer CI | install-script-ci.yml | Test the installation script |
| Integration Auth Tests | integration-auth-tests.yml | Run the integration test suite with Kubernetes authentication |
| SqlStore Integration Tests | integration-sql-store-tests.yml | Run the integration test suite with SqlStore |
| Integration Tests (Replay) | integration-tests.yml | Run the integration test suites from tests/integration in replay mode |
| Vector IO Integration Tests | integration-vector-io-tests.yml | Run the integration test suite with various VectorIO providers |
| Pre-commit | pre-commit.yml | Run pre-commit checks |
| Test Llama Stack Build | providers-build.yml | Test llama stack build |
| Test llama stack list-deps | providers-list-deps.yml | Test llama stack list-deps |
| Python Package Build Test | python-build-test.yml | Test building the llama-stack PyPI project |
| Integration Tests (Record) | record-integration-tests.yml | Run the integration test suite from tests/integration |
| Check semantic PR titles | semantic-pr.yml | Ensure that PR titles follow the conventional commit spec |
| Stainless SDK Builds | stainless-builds.yml | Build Stainless SDK from OpenAPI spec changes |
| Close stale issues and PRs | stale_bot.yml | Run the Stale Bot action |
| Test External Providers Installed via Module | test-external-provider-module.yml | Test External Provider installation via Python module |
| Test External API and Providers | test-external.yml | Test the External API and Provider mechanisms |
| UI Tests | ui-unit-tests.yml | Run the UI test suite |
| Unit Tests | unit-tests.yml | Run the unit test suite |