# Arcee AI Documentation ## Arcee Docs - [Quick Start](https://docs.arcee.ai/get-started/quick-start.md) - [Models Overview](https://docs.arcee.ai/get-started/models-overview.md) - [Pricing](https://docs.arcee.ai/get-started/pricing.md) - [Integration List](https://docs.arcee.ai/get-started/integration-list.md) - [OpenRouter](https://docs.arcee.ai/get-started/integration-list/openrouter.md) - [Roo Code](https://docs.arcee.ai/get-started/integration-list/roo-code.md) - [Cline](https://docs.arcee.ai/get-started/integration-list/cline.md) - [OpenCode](https://docs.arcee.ai/get-started/integration-list/opencode.md) - [Kilo Code](https://docs.arcee.ai/get-started/integration-list/kilo-code.md) - [Clarifai](https://docs.arcee.ai/get-started/integration-list/clarifai.md) - [Together.ai](https://docs.arcee.ai/get-started/integration-list/together.ai.md) - [LangGraph](https://docs.arcee.ai/get-started/integration-list/langgraph.md) - [LangSmith](https://docs.arcee.ai/get-started/integration-list/langsmith.md) - [CrewAI](https://docs.arcee.ai/get-started/integration-list/crewai.md) - [llamaIndex](https://docs.arcee.ai/get-started/integration-list/llamaindex.md) - [n8n](https://docs.arcee.ai/get-started/integration-list/n8n.md) - [Pipecat](https://docs.arcee.ai/get-started/integration-list/pipecat.md) - [ElevenLabs](https://docs.arcee.ai/get-started/integration-list/elevenlabs.md) - [DeepGram](https://docs.arcee.ai/get-started/integration-list/deepgram.md) - [AFM-4.5B](https://docs.arcee.ai/language-models/afm-4.5b.md) - [Trinity-Nano (6B)](https://docs.arcee.ai/language-models/trinity-nano-6b.md) - [Trinity-Mini (26B)](https://docs.arcee.ai/language-models/trinity-mini-26b.md) - [Trinity-Large-Preview](https://docs.arcee.ai/language-models/trinity-large-preview.md) - [Trinity-Large-Thinking](https://docs.arcee.ai/language-models/trinity-large-thinking.md) - [Your First API Call](https://docs.arcee.ai/api-reference/your-first-api-call.md) - [Chat Completion](https://docs.arcee.ai/api-reference/chat-completion.md) - [Usage](https://docs.arcee.ai/api-reference/usage.md) - [Models](https://docs.arcee.ai/api-reference/models.md) - [Streaming Messages](https://docs.arcee.ai/capabilities/streaming-messages.md) - [Multi-Turn Conversations](https://docs.arcee.ai/capabilities/multi-turn-conversations.md) - [Function Calling](https://docs.arcee.ai/capabilities/function-calling.md) - [Structured Outputs](https://docs.arcee.ai/capabilities/structured-outputs.md) - [Reasoning Traces](https://docs.arcee.ai/capabilities/reasoning-traces.md) - [Hardware Prerequisites](https://docs.arcee.ai/quick-deploys/hardware-prerequisites.md) - [Consumer Hardware](https://docs.arcee.ai/quick-deploys/consumer-hardware.md) - [vLLM](https://docs.arcee.ai/quick-deploys/consumer-hardware/vllm.md) - [llama.cpp](https://docs.arcee.ai/quick-deploys/consumer-hardware/llama.cpp.md) - [Inference Engines](https://docs.arcee.ai/quick-deploys/inference-engines.md) - [vLLM](https://docs.arcee.ai/quick-deploys/inference-engines/vllm.md) - [llama.cpp](https://docs.arcee.ai/quick-deploys/inference-engines/llama.cpp.md) - [SGLang](https://docs.arcee.ai/quick-deploys/inference-engines/sglang.md) - [ollama](https://docs.arcee.ai/quick-deploys/ollama.md) - [Post Trains](https://docs.arcee.ai/other/post-trains.md) - [Create Your First API Key](https://docs.arcee.ai/other/create-your-first-api-key.md) - [Platform Walkthrough](https://docs.arcee.ai/other/platform-walkthrough.md) - [Chat Interface](https://docs.arcee.ai/other/platform-walkthrough/chat-interface.md) - [User Management](https://docs.arcee.ai/other/platform-walkthrough/user-management.md) - [API Key Management](https://docs.arcee.ai/other/platform-walkthrough/api-key-management.md) - [Workspace Management](https://docs.arcee.ai/other/platform-walkthrough/workspace-management.md) - [API Usage Management](https://docs.arcee.ai/other/platform-walkthrough/api-usage-management.md) - [Overview](https://docs.arcee.ai/other/overview.md) - [Learning Paths](https://docs.arcee.ai/other/learning-paths.md) - [Introduction to Arcee Conductor](https://docs.arcee.ai/arcee-conductor/introduction-to-arcee-conductor.md) - [Getting Started](https://docs.arcee.ai/arcee-conductor/getting-started.md) - [Features & Functionality](https://docs.arcee.ai/arcee-conductor/features-and-functionality.md) - [Auto Mode](https://docs.arcee.ai/arcee-conductor/features-and-functionality/auto-mode.md) - [Auto Reasoning Mode](https://docs.arcee.ai/arcee-conductor/features-and-functionality/auto-reasoning-mode.md) - [Auto Tools Mode](https://docs.arcee.ai/arcee-conductor/features-and-functionality/auto-tools-mode.md) - [Compare](https://docs.arcee.ai/arcee-conductor/features-and-functionality/compare.md) - [Direct Model Invocation](https://docs.arcee.ai/arcee-conductor/features-and-functionality/direct-model-invocation.md) - [Usage](https://docs.arcee.ai/arcee-conductor/features-and-functionality/usage.md) - [API](https://docs.arcee.ai/arcee-conductor/features-and-functionality/api.md) - [Arcee Small Language Models](https://docs.arcee.ai/arcee-conductor/arcee-small-language-models.md) - [Model Selection](https://docs.arcee.ai/arcee-conductor/arcee-small-language-models/model-selection.md) - [Model Performance](https://docs.arcee.ai/arcee-conductor/arcee-small-language-models/model-performance.md) - [Model Capabilities](https://docs.arcee.ai/arcee-conductor/arcee-small-language-models/model-capabilities.md) - [Text Generation and Analysis](https://docs.arcee.ai/arcee-conductor/arcee-small-language-models/model-capabilities/text-generation-and-analysis.md) - [Simple RAG](https://docs.arcee.ai/arcee-conductor/arcee-small-language-models/model-capabilities/simple-rag.md) - [Function Calling](https://docs.arcee.ai/arcee-conductor/arcee-small-language-models/model-capabilities/function-calling.md) - [Code Generation](https://docs.arcee.ai/arcee-conductor/arcee-small-language-models/model-capabilities/code-generation.md) - [Pricing](https://docs.arcee.ai/arcee-conductor/pricing.md) - [Introduction to Arcee Orchestra](https://docs.arcee.ai/arcee-orchestra/introduction-to-arcee-orchestra.md) - [Getting Started](https://docs.arcee.ai/arcee-orchestra/getting-started.md) - [Workflows](https://docs.arcee.ai/arcee-orchestra/workflows.md) - [Workflow Components](https://docs.arcee.ai/arcee-orchestra/workflows/workflow-components.md) - [Model Node](https://docs.arcee.ai/arcee-orchestra/workflows/workflow-components/model-node.md) - [Code Node](https://docs.arcee.ai/arcee-orchestra/workflows/workflow-components/code-node.md) - [Integrations](https://docs.arcee.ai/arcee-orchestra/workflows/workflow-components/integrations.md) - [Knowledge Retrieval](https://docs.arcee.ai/arcee-orchestra/workflows/workflow-components/knowledge-retrieval.md) - [Conditional Node](https://docs.arcee.ai/arcee-orchestra/workflows/workflow-components/conditional-node.md) - [Passing Variables](https://docs.arcee.ai/arcee-orchestra/workflows/passing-variables.md) - [Observability and Monitoring](https://docs.arcee.ai/arcee-orchestra/workflows/observability-and-monitoring.md) - [API Invocation](https://docs.arcee.ai/arcee-orchestra/workflows/api-invocation.md) - [List Available Workflows API](https://docs.arcee.ai/arcee-orchestra/workflows/api-invocation/list-available-workflows-api.md) - [Workflow Execution API](https://docs.arcee.ai/arcee-orchestra/workflows/api-invocation/workflow-execution-api.md) - [Workflow Execution Steps API](https://docs.arcee.ai/arcee-orchestra/workflows/api-invocation/workflow-execution-steps-api.md) - [Execution History API](https://docs.arcee.ai/arcee-orchestra/workflows/api-invocation/execution-history-api.md) - [Workflow Diagram API](https://docs.arcee.ai/arcee-orchestra/workflows/api-invocation/workflow-diagram-api.md) - [API Code Examples](https://docs.arcee.ai/arcee-orchestra/workflows/api-invocation/api-code-examples.md) - [Upload Workflow JSON API](https://docs.arcee.ai/arcee-orchestra/workflows/api-invocation/upload-workflow-json-api.md): Upload workflow JSON definition programatically - [Workflow Runs API](https://docs.arcee.ai/arcee-orchestra/workflows/api-invocation/workflow-runs-api.md): Check a workflow run - [Workflow Library](https://docs.arcee.ai/arcee-orchestra/workflow-library.md) - [Research Automation](https://docs.arcee.ai/arcee-orchestra/workflow-library/research-automation.md) - [Real Time Financial Analysis](https://docs.arcee.ai/arcee-orchestra/workflow-library/real-time-financial-analysis.md) - [Blog Writer](https://docs.arcee.ai/arcee-orchestra/workflow-library/blog-writer.md) - [Code Improvement](https://docs.arcee.ai/arcee-orchestra/workflow-library/code-improvement.md) - [Energy Domain Assistant](https://docs.arcee.ai/arcee-orchestra/workflow-library/energy-domain-assistant.md) - [Chat Interface](https://docs.arcee.ai/arcee-orchestra/chat-interface.md) - [FAQ](https://docs.arcee.ai/arcee-orchestra/faq.md): Frequently Asked Questions - [Deprecation Policy](https://docs.arcee.ai/policies/deprecation-policy.md) --- # Agent Instructions This documentation is published with GitBook. GitBook is the documentation platform designed so that both humans and AI agents can read, navigate, and reason over technical content effectively. Learn more at gitbook.com. ## Querying This Documentation If you need additional information, you can query the documentation dynamically by asking a question. Perform an HTTP GET request on a page URL with the `ask` query parameter: ``` GET https://docs.arcee.ai/get-started/quick-start.md?ask= ``` The question should be specific, self-contained, and written in natural language. The response will contain a direct answer to the question and relevant excerpts and sources from the documentation. Use this mechanism when the answer is not explicitly present in the current page, you need clarification or additional context, or you want to retrieve related documentation sections.