# AI

> Machine-readable Agora documentation pages in this section.

## Documentation

- [Voice Agent overview](https://docs.agora.io/en/ai.md)
- [Optimize audio quality](https://docs.agora.io/en/ai/best-practices/audio-setup.md)
- [Get agent state](https://docs.agora.io/en/ai/best-practices/get-agent-state.md)
- [Manually control start and end of speech](https://docs.agora.io/en/ai/best-practices/manual-turn-control.md)
- [Optimize latency](https://docs.agora.io/en/ai/best-practices/optimize-latency.md)
- [Record agent conversations](https://docs.agora.io/en/ai/best-practices/record-agent-conversation.md)
- [Restrict where agent can run](https://docs.agora.io/en/ai/best-practices/regional-restrictions.md)
- [Architecture](https://docs.agora.io/en/ai/build/architecture.md)
- [Direct LLM audio output](https://docs.agora.io/en/ai/build/custom-model-integration/audio-output.md)
- [Build a backend and client from scratch](https://docs.agora.io/en/ai/build/custom-model-integration/build-server-client.md)
- [Connect your own LLM service](https://docs.agora.io/en/ai/build/custom-model-integration/custom-llm.md)
- [Connect your own TTS service](https://docs.agora.io/en/ai/build/custom-model-integration/custom-tts.md)
- [Use managed mode](https://docs.agora.io/en/ai/build/custom-model-integration/managed-mode.md)
- [Debug agent failures](https://docs.agora.io/en/ai/build/handle-runtime-events/debug-agent-failures.md)
- [Client-side events](https://docs.agora.io/en/ai/build/handle-runtime-events/event-notifications.md)
- [Get runtime events](https://docs.agora.io/en/ai/build/handle-runtime-events/get-runtime-events.md)
- [Monitor agent status, errors, and performance](https://docs.agora.io/en/ai/build/handle-runtime-events/monitor-agent-runtime.md)
- [Retrieve conversation history](https://docs.agora.io/en/ai/build/handle-runtime-events/retrieve-session-history.md)
- [Handle webhook](https://docs.agora.io/en/ai/build/handle-runtime-events/webhooks.md)
- [Send images to the agent](https://docs.agora.io/en/ai/build/send-multimodal-messages.md)
- [Improve ASR accuracy with keywords](https://docs.agora.io/en/ai/build/shape-the-conversation/asr-keywords.md)
- [Pass information to the agent](https://docs.agora.io/en/ai/build/shape-the-conversation/custom-information.md)
- [Talking while waiting](https://docs.agora.io/en/ai/build/shape-the-conversation/filler-words.md)
- [Interrupt the agent mid-response](https://docs.agora.io/en/ai/build/shape-the-conversation/interrupt-agent.md)
- [Memory for Multi-Turn Conversations](https://docs.agora.io/en/ai/build/shape-the-conversation/short-term-memory.md)
- [Start and stop an agent](https://docs.agora.io/en/ai/build/start-stop-agent.md)
- [Display live transcripts](https://docs.agora.io/en/ai/build/transcripts.md)
- [Architecture overview](https://docs.agora.io/en/ai/device-kit/build/architecture-overview.md)
- [Build And Flash Firmware](https://docs.agora.io/en/ai/device-kit/build/build-and-flash-firmware.md)
- [Configure Device Network](https://docs.agora.io/en/ai/device-kit/build/configure-device-network.md)
- [Demo Server Apis](https://docs.agora.io/en/ai/device-kit/build/demo-server-apis.md)
- [Device controls](https://docs.agora.io/en/ai/device-kit/build/device-controls.md)
- [Run the R1 demo](https://docs.agora.io/en/ai/device-kit/build/run-r1-demo.md)
- [Run The Demo Server](https://docs.agora.io/en/ai/device-kit/build/run-the-demo-server.md)
- [Run The R1 Demo](https://docs.agora.io/en/ai/device-kit/build/run-the-r1-demo.md)
- [Specifications and compatibility](https://docs.agora.io/en/ai/device-kit/build/specifications-and-compatibility.md)
- [Mcp](https://docs.agora.io/en/ai/device-kit/get-started/mcp.md)
- [Skills](https://docs.agora.io/en/ai/device-kit/get-started/skills.md)
- [Demo server RESTFUL APIs](https://docs.agora.io/en/ai/device-kit/reference/demo-server-apis.md)
- [Enable services](https://docs.agora.io/en/ai/device-kit/reference/enable-services.md)
- [Pricing](https://docs.agora.io/en/ai/device-kit/reference/pricing.md)
- [Release notes](https://docs.agora.io/en/ai/device-kit/reference/release-notes.md)
- [Quickstart](https://docs.agora.io/en/ai/device-kit/start-here/quickstart.md)
- [Mcp Integrate](https://docs.agora.io/en/ai/get-started/mcp-integrate.md)
- [Voice agent quickstart](https://docs.agora.io/en/ai/get-started/quickstart.md)
- [Skills Integrate](https://docs.agora.io/en/ai/get-started/skills-integrate.md)
- [Amazon Transcribe](https://docs.agora.io/en/ai/models/asr/amazon.md)
- [ARES](https://docs.agora.io/en/ai/models/asr/ares.md)
- [AssemblyAI](https://docs.agora.io/en/ai/models/asr/assembly-ai.md)
- [Deepgram](https://docs.agora.io/en/ai/models/asr/deepgram.md)
- [Google](https://docs.agora.io/en/ai/models/asr/google.md)
- [Microsoft Azure](https://docs.agora.io/en/ai/models/asr/microsoft.md)
- [OpenAI](https://docs.agora.io/en/ai/models/asr/openai.md)
- [Sarvam](https://docs.agora.io/en/ai/models/asr/sarvam.md)
- [Speechmatics](https://docs.agora.io/en/ai/models/asr/speechmatics.md)
- [xAI](https://docs.agora.io/en/ai/models/asr/xai.md)
- [Akool](https://docs.agora.io/en/ai/models/avatar/akool.md)
- [Anam](https://docs.agora.io/en/ai/models/avatar/anam.md)
- [Generic avatar](https://docs.agora.io/en/ai/models/avatar/generic.md)
- [LiveAvatar](https://docs.agora.io/en/ai/models/avatar/heygen.md)
- [LemonSlice](https://docs.agora.io/en/ai/models/avatar/lemonslice.md)
- [Amazon Bedrock](https://docs.agora.io/en/ai/models/llm/amazon.md)
- [Azure OpenAI](https://docs.agora.io/en/ai/models/llm/azure-openai.md)
- [Claude Anthropic](https://docs.agora.io/en/ai/models/llm/claude.md)
- [Dify](https://docs.agora.io/en/ai/models/llm/dify.md)
- [Google Gemini](https://docs.agora.io/en/ai/models/llm/gemini.md)
- [Google Vertex AI](https://docs.agora.io/en/ai/models/llm/google-vertex-ai.md)
- [Groq](https://docs.agora.io/en/ai/models/llm/groq.md)
- [OpenAI](https://docs.agora.io/en/ai/models/llm/openai.md)
- [xAI Grok](https://docs.agora.io/en/ai/models/llm/xai.md)
- [Azure OpenAI Realtime API](https://docs.agora.io/en/ai/models/mllm/azure.md)
- [Google Gemini Live](https://docs.agora.io/en/ai/models/mllm/gemini.md)
- [Google Gemini Live (Vertex AI)](https://docs.agora.io/en/ai/models/mllm/google-vertex-ai.md)
- [OpenAI Realtime API](https://docs.agora.io/en/ai/models/mllm/openai.md)
- [xAI Grok](https://docs.agora.io/en/ai/models/mllm/xai.md)
- [Amazon Polly](https://docs.agora.io/en/ai/models/tts/amazon.md)
- [Cartesia](https://docs.agora.io/en/ai/models/tts/cartesia.md)
- [Deepgram](https://docs.agora.io/en/ai/models/tts/deepgram.md)
- [ElevenLabs](https://docs.agora.io/en/ai/models/tts/elevenlabs.md)
- [Fish Audio](https://docs.agora.io/en/ai/models/tts/fish-audio.md)
- [Generic TTS](https://docs.agora.io/en/ai/models/tts/generic-http.md)
- [Google](https://docs.agora.io/en/ai/models/tts/google.md)
- [Gradium](https://docs.agora.io/en/ai/models/tts/gradium.md)
- [Hume AI](https://docs.agora.io/en/ai/models/tts/humeai.md)
- [Microsoft Azure](https://docs.agora.io/en/ai/models/tts/microsoft.md)
- [MiniMax](https://docs.agora.io/en/ai/models/tts/minimax.md)
- [Mistral](https://docs.agora.io/en/ai/models/tts/mistral.md)
- [Murf](https://docs.agora.io/en/ai/models/tts/murf.md)
- [OpenAI](https://docs.agora.io/en/ai/models/tts/openai.md)
- [Rime](https://docs.agora.io/en/ai/models/tts/rime.md)
- [Sarvam](https://docs.agora.io/en/ai/models/tts/sarvam.md)
- [Typecast](https://docs.agora.io/en/ai/models/tts/typecast.md)
- [xAI](https://docs.agora.io/en/ai/models/tts/xai.md)
- [Notification event types](https://docs.agora.io/en/ai/reference/event-types.md)
- [Openai Realtime Integration](https://docs.agora.io/en/ai/reference/openai-realtime-integration.md)
- [Pricing](https://docs.agora.io/en/ai/reference/pricing.md)
- [Contribute an ASR extension](https://docs.agora.io/en/ai/reference/ten-agent/create-asr-extension.md)
- [Contribute a TTS extension](https://docs.agora.io/en/ai/reference/ten-agent/create-tts-extension.md)
- [Release notes](https://docs.agora.io/en/ai/release-notes.md)
- [Overview](https://docs.agora.io/en/ai/studio.md)
- [Concierge](https://docs.agora.io/en/ai/studio/build/concierge.md)
- [Custom Tools](https://docs.agora.io/en/ai/studio/build/custom-tools.md)
- [Customize your agent](https://docs.agora.io/en/ai/studio/build/customize-agent.md)
- [HubSpot Connector](https://docs.agora.io/en/ai/studio/build/hubspot-connector.md)
- [Manage integrations](https://docs.agora.io/en/ai/studio/build/integrations.md)
- [Prompt design](https://docs.agora.io/en/ai/studio/build/prompt-design.md)
- [Supported vendors](https://docs.agora.io/en/ai/studio/build/supported-vendors.md)
- [Test your agent](https://docs.agora.io/en/ai/studio/build/test-agent.md)
- [Set up a campaign](https://docs.agora.io/en/ai/studio/deploy/campaign.md)
- [Connect your agent](https://docs.agora.io/en/ai/studio/deploy/connect-agent.md)
- [Publish your agent](https://docs.agora.io/en/ai/studio/deploy/deploy-agent.md)
- [Import a number](https://docs.agora.io/en/ai/studio/deploy/import.md)
- [Handle inbound calls](https://docs.agora.io/en/ai/studio/deploy/inbound.md)
- [Set up SIP trunk](https://docs.agora.io/en/ai/studio/deploy/sip-trunk.md)
- [SIP transfer](https://docs.agora.io/en/ai/studio/deploy/transfer-to-sip.md)
- [Agent analytics](https://docs.agora.io/en/ai/studio/observe/analytics.md)
- [Call and session history](https://docs.agora.io/en/ai/studio/observe/call-history.md)
- [Create your first agent](https://docs.agora.io/en/ai/studio/quickstart.md)
- [Addon System](https://docs.agora.io/en/ai/ten-agent/architecture/addon-system.md)
- [Build Dependencies](https://docs.agora.io/en/ai/ten-agent/architecture/build-dependencies.md)
- [Graphs](https://docs.agora.io/en/ai/ten-agent/architecture/graphs.md)
- [Message System](https://docs.agora.io/en/ai/ten-agent/architecture/message-system.md)
- [Metadata System](https://docs.agora.io/en/ai/ten-agent/architecture/metadata-system.md)
- [Schema System](https://docs.agora.io/en/ai/ten-agent/architecture/schema-system.md)
- [Subgraphs](https://docs.agora.io/en/ai/ten-agent/architecture/subgraphs.md)
- [Type System](https://docs.agora.io/en/ai/ten-agent/architecture/type-system.md)
- [Core Concepts](https://docs.agora.io/en/ai/ten-agent/core-concepts.md)
- [Build Ten Applications](https://docs.agora.io/en/ai/ten-agent/develop/build-ten-applications.md)
- [Cloud Store](https://docs.agora.io/en/ai/ten-agent/develop/cloud-store.md)
- [Debug Ten Applications](https://docs.agora.io/en/ai/ten-agent/develop/debug-ten-applications.md)
- [Develop With Go](https://docs.agora.io/en/ai/ten-agent/develop/develop-with-go.md)
- [Development Workflow](https://docs.agora.io/en/ai/ten-agent/develop/development-workflow.md)
- [Package And Runtime Architecture](https://docs.agora.io/en/ai/ten-agent/develop/package-and-runtime-architecture.md)
- [Profile Performance](https://docs.agora.io/en/ai/ten-agent/develop/profile-performance.md)
- [Test Ten Extensions And Apps](https://docs.agora.io/en/ai/ten-agent/develop/test-ten-extensions-and-apps.md)
- [Validate Graphs](https://docs.agora.io/en/ai/ten-agent/develop/validate-graphs.md)
- [Framework Overview](https://docs.agora.io/en/ai/ten-agent/framework-overview.md)
- [Set Up Environment](https://docs.agora.io/en/ai/ten-agent/get-started/set-up-environment.md)
- [Use Ten Designer](https://docs.agora.io/en/ai/ten-agent/get-started/use-ten-designer.md)
- [Use Ten Manager](https://docs.agora.io/en/ai/ten-agent/get-started/use-ten-manager.md)
- [Project Overview](https://docs.agora.io/en/ai/ten-agent/project-overview.md)
- [Logging](https://docs.agora.io/en/ai/ten-agent/reference/logging.md)
- [Required Fields](https://docs.agora.io/en/ai/ten-agent/reference/required-fields.md)
- [Versioning](https://docs.agora.io/en/ai/ten-agent/reference/versioning.md)