LICENSE
MANIFEST.in
README.md
pyproject.toml
requirements.txt
docs/ARCHITECTURE_DEEP_DIVE.md
docs/BENCHMARK_EVALUATION.md
docs/CODEBASE_ANALYSIS_REPORT.md
docs/CONTINUATION_RL_LEARNING.md
docs/CORE_PATTERNS.md
docs/DEPENDENCY_GRAPH.md
docs/DEVELOPER_GUIDE.md
docs/ENTERPRISE.md
docs/FRAMEWORK_MIGRATION.md
docs/GAP_ANALYSIS_GROK_DEEPSEEK.md
docs/GAP_ANALYSIS_REPORT.md
docs/GEMINI_ANALYSIS_MULTI_PROVIDER_IMPROVEMENTS.md
docs/INTELLIGENT_TOOLS.md
docs/MODEL_COMPARISON.md
docs/MULTI_FILE_EDITING.md
docs/P4_MULTI_PROVIDER_EXCELLENCE.md
docs/README.md
docs/RELEASING.md
docs/RL_FRAMEWORK_PROGRESS.md
docs/RL_MIGRATION_PHASE2_PROGRESS.md
docs/STATE_MACHINE.md
docs/TESTING_STRATEGY.md
docs/TOOL_CATALOG.md
docs/TOOL_SELECTION.md
docs/USER_GUIDE.md
docs/VERTICALS.md
docs/adr/0001-protocol-first-architecture.md
docs/adr/0002-vertical-system-design.md
docs/adr/0003-tool-metadata-system.md
docs/adr/0004-phase-10-di-migration.md
docs/adr/template.md
docs/archive/README.md
docs/archive/internal/EMBEDDING_OPTIMIZATION.md
docs/archive/internal/FRAMEWORK_ARCHITECTURE_RECOMMENDATIONS.md
docs/archive/internal/MODE_WORKFLOW_ISSUES.md
docs/archive/internal/OPEN_SOURCE_RELEASE_RECOMMENDATIONS.md
docs/archive/internal/README.md
docs/design/ANTHROPIC_PROVIDER_IMPROVEMENTS.md
docs/design/ARGUMENT_NORMALIZATION_DESIGN.md
docs/design/AUTHENTICATION_DESIGN_SPEC.md
docs/design/sub-agents.md
docs/design/unified_task_tracker.md
docs/embeddings/AIRGAPPED.md
docs/embeddings/ARCHITECTURE.md
docs/embeddings/MODELS.md
docs/embeddings/README.md
docs/embeddings/SETUP.md
docs/embeddings/TOOL_CALLING_FORMATS.md
docs/embeddings/TOOL_SELECTION.md
docs/guides/GRAPH_BACKENDS.md
docs/guides/INSTALLATION.md
docs/guides/LLAMACPP_SETUP.md
docs/guides/MCP_GUIDE.md
docs/guides/MODEL_SHARING.md
docs/guides/OLLAMA_TOOL_SUPPORT.md
docs/guides/PLUGIN_GUIDE.md
docs/guides/PROVIDER_SETUP.md
docs/guides/QUICKSTART.md
docs/guides/VLLM_SETUP.md
docs/reference/PROVIDERS.md
docs/reference/TOOL_CALLING.md
docs/reference/TOOL_MIGRATION.md
docs/security/HOME_PATH_SECURITY_AUDIT.md
docs/security/PRE_RELEASE_AUDIT.md
examples/README.md
examples/agentic_tasks.json
examples/airgapped_profile.yaml
examples/api_keys.yaml.example
examples/claude_desktop_config.json
examples/p4_profiles.yaml.example
examples/profiles.yaml.example
examples/qwen3_embedding_config.yaml
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victor_test/calculator.py
victor_test/shopping_cart.py