├── .github └── workflows │ └── docs.yml ├── .gitignore ├── LICENSE ├── README.md ├── assets ├── LLLM-icon-white.png ├── LLLM-logo-white.png ├── LLLM-logo.png ├── agent_call.png ├── cube-logo-large -white.svg └── cube-logo-large.svg ├── docs ├── CNAME ├── advanced │ ├── neuro-symbolic.md │ └── program-synthesis.md ├── architecture │ └── overview.md ├── assets │ ├── LLLM-logo.png │ ├── agent_call.png │ └── logo.png ├── core │ ├── agent-call.md │ ├── agents.md │ ├── discovery.md │ ├── logging.md │ ├── prompts.md │ ├── providers.md │ └── proxy-and-sandbox.md ├── getting-started.md ├── guides │ ├── building-agents.md │ └── project-template.md ├── index.md └── reference │ ├── core.md │ ├── modules.md │ ├── providers.md │ └── proxies.md ├── examples ├── autodiscovery │ ├── prompts │ │ └── basic.py │ └── proxies │ │ └── sample_proxy.py ├── basic_chat.py ├── builtin_proxies_example.py ├── jupyter_sandbox_smoke.py ├── proxy_catalog.py └── tool_use.py ├── lllm.toml.example ├── lllm ├── README.md ├── __init__.py ├── cli.py ├── core │ ├── __init__.py │ ├── agent.py │ ├── config.py │ ├── const.py │ ├── dialog.py │ ├── discovery.py │ ├── log.py │ ├── models.py │ └── models.toml ├── llm.py ├── models.py ├── providers │ ├── __init__.py │ ├── base.py │ └── openai.py ├── proxies │ ├── __init__.py │ ├── base.py │ └── builtin │ │ ├── __init__.py │ │ ├── exa_proxy.py │ │ ├── fmp_proxy.py │ │ ├── fred_proxy.py │ │ ├── gkg_proxy.py │ │ ├── google-trends-categories.json │ │ ├── google-trends-geo.json │ │ ├── gt_proxy.py │ │ ├── kb_proxy.py │ │ ├── msd_proxy.py │ │ ├── pm_proxy.py │ │ ├── wa_proxy.py │ │ └── wa_using_assumptions.md ├── requirements.txt ├── sandbox │ ├── __init__.py │ └── jupyter.py ├── tools │ └── cua.py └── utils │ └── __init__.py ├── mkdocs.yml ├── pyproject.toml ├── requirements.txt ├── setup.py ├── templates ├── README.md ├── example │ ├── config │ │ └── system │ │ │ └── default.yaml │ ├── lllm.toml │ └── system │ │ ├── agent │ │ ├── agent.py │ │ └── prompts │ │ │ ├── __init__.py │ │ │ └── vanilla.py │ │ ├── proxy │ │ ├── mcp │ │ │ └── search_mcp.py │ │ └── modules │ │ │ ├── __init__.py │ │ │ ├── exa_proxy.py │ │ │ ├── fmp_proxy.py │ │ │ ├── fred_proxy.py │ │ │ ├── gkg_proxy.py │ │ │ ├── google-trends-categories.json │ │ │ ├── google-trends-geo.json │ │ │ ├── gt_proxy.py │ │ │ ├── kb_proxy.py │ │ │ ├── msd_proxy.py │ │ │ ├── pm_proxy.py │ │ │ ├── wa_proxy.py │ │ │ └── wa_using_assumptions.md │ │ ├── system.py │ │ └── utils.py └── init_template │ ├── README.md │ ├── config │ └── __project_name__ │ │ └── default.yaml │ ├── lllm.toml │ └── system │ ├── agent │ ├── agent.py │ └── prompts │ │ └── task.py │ ├── proxy │ └── modules │ │ └── sample_proxy.py │ └── system.py └── tests ├── __init__.py ├── conftest.py ├── helpers ├── agent_utils.py ├── mock_openai.py └── scripted_provider.py ├── integration ├── recordings │ └── sample_tool_call.json ├── test_cli_template.py ├── test_tool_use_mock_openai.py └── test_tool_use_recording.py ├── realapi └── 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