LICENSE
README.md
__init__.py
_cli.py
pyproject.toml
./__init__.py
./_cli.py
./agents/__init__.py
./agents/agent.py
./agents/base_agent.py
./agents/orchestrators.py
./docs/Architecture.md
./docs/QuickStart.md
./docs/README.md
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./docs/TestReport.md
./examples/Skill.md
./examples/__init__.py
./examples/quickstart.py
./examples/test_ollama.py
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./examples/ollama/02_tool_calling.py
./examples/ollama/03_skill_usage.py
./examples/ollama/03b_skill_tools_entry.py
./examples/ollama/04_multi_agent.py
./examples/ollama/05_guardrail.py
./examples/ollama/05_human_in_the_loop.py
./examples/ollama/06_orchestration.py
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./examples/ollama/10_skill_lifecycle.py
./examples/ollama/11_orchestration_enhancement.py
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./examples/ollama/13_human_in_the_loop.py
./examples/ollama/14_event_standardization.py
./examples/ollama/15_multi_tenant_isolation.py
./examples/ollama/16_lifecycle_hooks.py
./examples/ollama/17_checkpoint_handoff_resume.py
./examples/ollama/18_model_cosplay.py
./examples/ollama/19_hitl_deterministic.py
./examples/ollama/README.md
./examples/ollama/__init__.py
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./examples/skills/weather-tools-entry/SKILL.md
./examples/skills/weather-tools-entry/tools/weather_tools.py
./examples/standard/01_basic_chat.py
./examples/standard/02_tool_calling.py
./examples/standard/03_skill_usage.py
./examples/standard/03b_skill_tools_entry.py
./examples/standard/04_multi_agent.py
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./examples/standard/06_orchestration.py
./examples/standard/07_sync_async_stream.py
./examples/standard/08_memory.py
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./examples/standard/08c_memory_file_provider.py
./examples/standard/09a_structured_data_sql.py
./examples/standard/09b_structured_data_graph.py
./examples/standard/09c_nebula_graph_tool.py
./examples/standard/10_skill_lifecycle.py
./examples/standard/11_orchestration_enhancement.py
./examples/standard/12_run_context_serialization.py
./examples/standard/13_human_in_the_loop.py
./examples/standard/14_event_standardization.py
./examples/standard/15_multi_tenant_isolation.py
./examples/standard/16_lifecycle_hooks.py
./examples/standard/17_checkpoint_handoff_resume.py
./examples/standard/18_model_cosplay.py
./examples/standard/README.md
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./llm/adapters/google_adapter.py
./llm/adapters/ollama_adapter.py
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./runner/context.py
./runner/context_store.py
./runner/events.py
./runner/runner.py
./safety/__init__.py
./safety/guardrails.py
./safety/permissions.py
./skills/__init__.py
./skills/loader.py
./skills/models.py
./skills/registry.py
./tools/__init__.py
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./tools/function_tool.py
./tools/nebula_tool.py
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./utils/__init__.py
./utils/schema.py
agents/__init__.py
agents/agent.py
agents/base_agent.py
agents/orchestrators.py
docs/Architecture.md
docs/QuickStart.md
docs/README.md
docs/Reference.md
docs/TestReport.md
examples/Skill.md
examples/__init__.py
examples/quickstart.py
examples/test_ollama.py
examples/test_standard.py
examples/ollama/01_basic_chat.py
examples/ollama/02_tool_calling.py
examples/ollama/03_skill_usage.py
examples/ollama/03b_skill_tools_entry.py
examples/ollama/04_multi_agent.py
examples/ollama/05_guardrail.py
examples/ollama/05_human_in_the_loop.py
examples/ollama/06_orchestration.py
examples/ollama/07_sync_async_stream.py
examples/ollama/08_memory.py
examples/ollama/08a_memory_simple_provider.py
examples/ollama/08b_memory_mem0_provider.py
examples/ollama/08c_memory_file_provider.py
examples/ollama/09a_structured_data_sql.py
examples/ollama/09b_structured_data_graph.py
examples/ollama/09c_nebula_graph_tool.py
examples/ollama/10_skill_lifecycle.py
examples/ollama/11_orchestration_enhancement.py
examples/ollama/12_run_context_serialization.py
examples/ollama/13_human_in_the_loop.py
examples/ollama/14_event_standardization.py
examples/ollama/15_multi_tenant_isolation.py
examples/ollama/16_lifecycle_hooks.py
examples/ollama/17_checkpoint_handoff_resume.py
examples/ollama/18_model_cosplay.py
examples/ollama/19_hitl_deterministic.py
examples/ollama/README.md
examples/ollama/__init__.py
examples/ollama/model_config.py
examples/skills/weather-tools-entry/SKILL.md
examples/skills/weather-tools-entry/tools/weather_tools.py
examples/standard/01_basic_chat.py
examples/standard/02_tool_calling.py
examples/standard/03_skill_usage.py
examples/standard/03b_skill_tools_entry.py
examples/standard/04_multi_agent.py
examples/standard/05_guardrail.py
examples/standard/06_orchestration.py
examples/standard/07_sync_async_stream.py
examples/standard/08_memory.py
examples/standard/08a_memory_simple_provider.py
examples/standard/08b_memory_mem0_provider.py
examples/standard/08c_memory_file_provider.py
examples/standard/09a_structured_data_sql.py
examples/standard/09b_structured_data_graph.py
examples/standard/09c_nebula_graph_tool.py
examples/standard/10_skill_lifecycle.py
examples/standard/11_orchestration_enhancement.py
examples/standard/12_run_context_serialization.py
examples/standard/13_human_in_the_loop.py
examples/standard/14_event_standardization.py
examples/standard/15_multi_tenant_isolation.py
examples/standard/16_lifecycle_hooks.py
examples/standard/17_checkpoint_handoff_resume.py
examples/standard/18_model_cosplay.py
examples/standard/README.md
examples/standard/__init__.py
examples/standard/model_config.py
llm/__init__.py
llm/base.py
llm/cache.py
llm/middleware.py
llm/registry.py
llm/types.py
llm/adapters/__init__.py
llm/adapters/anthropic_adapter.py
llm/adapters/google_adapter.py
llm/adapters/ollama_adapter.py
llm/adapters/openai_adapter.py
llm/adapters/openai_compatible.py
memory/__init__.py
memory/base.py
memory/mem0_provider.py
ni.agentkit.egg-info/PKG-INFO
ni.agentkit.egg-info/SOURCES.txt
ni.agentkit.egg-info/dependency_links.txt
ni.agentkit.egg-info/entry_points.txt
ni.agentkit.egg-info/requires.txt
ni.agentkit.egg-info/top_level.txt
runner/__init__.py
runner/context.py
runner/context_store.py
runner/events.py
runner/runner.py
safety/__init__.py
safety/guardrails.py
safety/permissions.py
skills/__init__.py
skills/loader.py
skills/models.py
skills/registry.py
tests/test_after_callback.py
tests/test_graph_repository.py
tests/test_quickstart_core.py
tests/test_runner_checkpoint_resume.py
tests/test_skill_frontmatter.py
tools/__init__.py
tools/base_tool.py
tools/function_tool.py
tools/nebula_tool.py
tools/skill_toolset.py
tools/sqlite_tool.py
tools/structured_data.py
utils/__init__.py
utils/schema.py