feat: add Ollama agent with LlamaIndex and dynamic tool loading

pyproject.toml

@@ -0,0 +1,89 @@
+[project]
+name = "kubeflow-mcp"
+version = "0.1.0-dev"
+requires-python = ">=3.10"
+description = "Model Context Protocol server for AI-assisted development with Kubeflow"
+readme = "README.md"
+license = {text = "Apache-2.0"}
+authors = [{name = "Kubeflow Authors"}]
+classifiers = [
+    "Development Status :: 3 - Alpha",
+    "Intended Audience :: Developers",
+    "License :: OSI Approved :: Apache Software License",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+]
+dependencies = [
+    "fastmcp>=2.0.0",
+    "pydantic>=2.0",
+    "pyyaml>=6.0",
+    "click>=8.0",
+]
+
+[project.optional-dependencies]
+trainer = ["kubeflow>=0.4.0"]
+optimizer = ["kubeflow>=0.4.0"]
+hub = ["kubeflow>=0.4.0", "model-registry>=0.3.6"]
+agents = [
+    "llama-index-core>=0.12",
+    "llama-index-llms-ollama>=0.4",
+    "rich>=13.0",
+]
+all = ["kubeflow>=0.4.0"]
+dev = [
+    "pytest>=8.0",
+    "pytest-asyncio>=0.23",
+    "pytest-cov>=4.0",
+    "pytest-benchmark>=4.0",
+    "ruff>=0.9",
+    "mypy>=1.10",
+]
+docs = [
+    "sphinx>=7.0",
+    "furo>=2024.1.29",
+    "sphinx-copybutton>=0.5",
+    "sphinx-design>=0.5",
+]
+
+[project.scripts]
+kubeflow-mcp = "kubeflow_mcp.cli:cli"
+
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[tool.hatch.build.targets.wheel]
+packages = ["src/kubeflow_mcp"]
+
+[tool.pytest.ini_options]
+asyncio_mode = "auto"
+testpaths = ["tests"]
+addopts = "-v --tb=short"
+
+[tool.ruff]
+target-version = "py310"
+line-length = 100
+src = ["src", "tests"]
+
+[tool.ruff.lint]
+select = [
+    "E",    # pycodestyle errors
+    "W",    # pycodestyle warnings
+    "F",    # pyflakes
+    "I",    # isort
+    "B",    # flake8-bugbear
+    "UP",   # pyupgrade
+]
+ignore = [
+    "E501",  # line too long (handled by formatter)
+]
+
+[tool.ruff.lint.isort]
+known-first-party = ["kubeflow_mcp"]
+
+[tool.mypy]
+python_version = "3.10"
+warn_return_any = true
+warn_unused_configs = true
+ignore_missing_imports = true

src/kubeflow_mcp/agents/__init__.py

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+"""Sample agents for kubeflow-mcp."""