# SambaNova Documentation ## Docs - [Transcribes audio into the input language.](https://sambanova-systems.mintlify.dev/docs/api-reference/audio/transcribes-audio-into-the-input-language.md) - [Translate audio into English.](https://sambanova-systems.mintlify.dev/docs/api-reference/audio/translate-audio-into-english.md) - [Create chat-based completion](https://sambanova-systems.mintlify.dev/docs/api-reference/chat-completions/create-chat-based-completion.md) - [Create completion](https://sambanova-systems.mintlify.dev/docs/api-reference/completions/create-completion.md) - [Create embeddings](https://sambanova-systems.mintlify.dev/docs/api-reference/embeddings/create-embeddings.md) - [Download Agent File](https://sambanova-systems.mintlify.dev/docs/api-reference/file-management/download-agent-file.md): Download files (artifacts) generated by agent APIs using Bearer token authentication. Files are scoped to users, and the storage layer verifies ownership before returning data. - [Main Agent Interactive](https://sambanova-systems.mintlify.dev/docs/api-reference/main-agent-interactive/main-agent-interactive.md): The main agent is a general-purpose AI assistant that coordinates with specialized subagents (coding, financial analysis, deep research, and data science) to complete complex tasks. This interactive endpoint supports multi-turn conversations with persistent context. - [Main Agent](https://sambanova-systems.mintlify.dev/docs/api-reference/main-agent/main-agent.md): The main agent is a general-purpose AI assistant that coordinates with specialized subagents (coding, financial analysis, deep research, and data science) to complete complex tasks. This fire-and-forget endpoint submits a prompt and returns the final response in a single call. - [Get environment's available model list metadata](https://sambanova-systems.mintlify.dev/docs/api-reference/models/get-environments-available-model-list-metadata.md) - [Get environment's available model metadata](https://sambanova-systems.mintlify.dev/docs/api-reference/models/get-environments-available-model-metadata.md) - [Create a model response](https://sambanova-systems.mintlify.dev/docs/api-reference/responses/create-a-model-response.md): Creates a model response for the given input. Only `type: "function"` tools are supported; other tool types are filtered server-side. SambaNova is stateless, conversation history must be supplied in full via `input[]` on each request. - [Coding Agent Interactive](https://sambanova-systems.mintlify.dev/docs/api-reference/subagents-interactive/coding-agent-interactive.md): The coding agent executes Python code in a sandboxed environment, fixes errors, and returns results. This interactive endpoint supports multi-turn conversations for iterative code development. - [Datascience Interactive](https://sambanova-systems.mintlify.dev/docs/api-reference/subagents-interactive/datascience-interactive.md): The data science agent analyzes datasets, generates visualizations, and produces comprehensive reports. This interactive endpoint uses a two-step workflow: - [Deepresearch Interactive Agent](https://sambanova-systems.mintlify.dev/docs/api-reference/subagents-interactive/deepresearch-interactive-agent.md): Two-step interactive deep research API: Step 1: Submit prompt, get thread_id and research plan for approval. Step 2: Submit prompt with thread_id and resume=true to get the final report. - [Financial Analysis Agent Interactive](https://sambanova-systems.mintlify.dev/docs/api-reference/subagents-interactive/financial-analysis-agent-interactive.md): The financial analysis agent analyzes stocks, companies, and market data. This interactive endpoint uses a two-step workflow: - [Coding Agent](https://sambanova-systems.mintlify.dev/docs/api-reference/subagents/coding-agent.md): The coding agent executes Python code in a sandboxed environment, fixes errors, and returns results. This fire-and-forget endpoint submits a prompt and returns the final response in a single call. - [Datascience Agent And Report](https://sambanova-systems.mintlify.dev/docs/api-reference/subagents/datascience-agent-and-report.md): The data science agent analyzes datasets, generates visualizations, and produces comprehensive reports. This fire-and-forget endpoint submits a prompt and returns the final report in a single call. - [Deepresearch Agent](https://sambanova-systems.mintlify.dev/docs/api-reference/subagents/deepresearch-agent.md): The deep research agent conducts multi-iteration research and produces comprehensive reports. This interactive endpoint uses a two-step workflow: - [Financial Analysis Agent](https://sambanova-systems.mintlify.dev/docs/api-reference/subagents/financial-analysis-agent.md): The financial analysis agent analyzes stocks, companies, and market data. This fire-and-forget endpoint submits a prompt and returns the final response in a single call. - [ADK integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/adk.md) - [Agent Zero integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/agentzero.md) - [Agno integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/agno.md) - [AI Suite integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/aisuite.md) - [AutoGen integration guide - agents and task automation](https://sambanova-systems.mintlify.dev/docs/en/integrations/autogen.md) - [AWS PrivateLink integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/aws.md) - [AWS Marketplace integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/aws-marketplace.md) - [BlackBox AI integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/blackboxai.md) - [Browser Use integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/browser-use.md) - [Camel AI integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/camel-ai.md) - [Claude Code integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/claude-code.md) - [Cline integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/cline.md) - [Composio integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/composio.md) - [Continue integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/continue.md) - [CrewAI integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/crew-ai.md) - [Cursor integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/cursor.md) - [DataRobot integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/datarobot.md) - [Dify integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/dify.md) - [Docker Compose for agents integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/docker-compose-agents.md) - [ElevenLabs integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/elevenlabs.md) - [FastMCP integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/fastmcp.md) - [Flowise integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/flowise.md) - [Google Workspace integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/google-workspace.md) - [Gradio integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/gradio.md) - [Haystack integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/haystack.md) - [Hugging Face integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/hugging-face.md) - [Hume AI integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/humeai.md) - [Inspect AI integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/inspectai.md) - [Instructor integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/instructor.md) - [KiloCode integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/kilocode.md) - [LangChain integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/langchain.md) - [Langflow integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/langflow.md) - [LangGraph integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/langgraph.md) - [Linkup integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/linkup.md) - [LiteLLM integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/litellm.md) - [LiveKit integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/livekit.md) - [LlamaIndex integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/llama-index.md) - [Llama Stack integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/llama-stack.md) - [LM Evaluation Harness integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/lm-evalharness.md) - [Make integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/make.md) - [Mem0 integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/mem0.md) - [Milvus integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/milvus.md) - [n8n integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/n8n.md) - [Neo4j integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/neo4j.md) - [OpenClaw integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/openclaw.md) - [OpenCode integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/opencode.md) - [OpenRouter BYOK integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/openrouter-byok.md) - [Open WebUI integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/openwebui.md) - [Oumi integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/oumi.md) - [Integrations](https://sambanova-systems.mintlify.dev/docs/en/integrations/overview.md) - [Pipecat integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/pipecat.md) - [Qwen Code CLI integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/qwen-code-cli.md) - [RooCode integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/roocode.md) - [Semantic Kernel integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/semantic-kernel.md) - [TwelveLabs integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/twelvelabs.md) - [Vapi integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/vapi.md) - [Vercel integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/vercel.md) - [VS Code AI Toolkit integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/vscode.md) - [Weave integration guide](https://sambanova-systems.mintlify.dev/docs/en/integrations/weave.md) - [SambaNova release notes](https://sambanova-systems.mintlify.dev/docs/en/release-notes/overview.md) - [SambaCloud release notes](https://sambanova-systems.mintlify.dev/docs/en/release-notes/sambacloud.md) - [SambaStack release notes](https://sambanova-systems.mintlify.dev/docs/en/release-notes/sambastack.md) - [Chat agents API](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/agents-api-reference/overview.md) - [SambaNova API reference](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/api-reference/overview.md) - [API error codes](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/api-reference/using-the-api/api-error-codes.md) - [Agents](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/build/agents.md) - [AI starter kits](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/build/ai-starter-kits.md) - [Developer community](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/build/developer-community.md) - [Hugging Face spaces](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/build/hf-spaces.md) - [RAG workflows](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/build/rag.md) - [Reasoning models](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/build/reasoning.md) - [SambaNova SDK for Python and JavaScript](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/build/sn-sdk.md) - [Implement audio‑input features](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/features/audio.md) - [Implement embeddings features](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/features/embeddings.md) - [Implement function calling and JSON mode features](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/features/function-calling.md) - [Implement OpenAI-Compatible features](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/features/openai-compatibility.md) - [Implement text generation features](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/features/text-generation.md) - [Implement vision and multimodal features](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/features/vision.md) - [API keys and URLs](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/get-started/api-keys-urls.md) - [SambaNova developer guide](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/get-started/overview.md) - [SambaNova quickstart](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/get-started/quickstart.md) - [SambaNova model deprecations](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/models/deprecations.md) - [SambaNova model rate limits](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/models/rate-limits.md) - [SambaCloud models overview and specifications](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/models/sambacloud-models.md) - [Glossary](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/resources/glossary.md) - [Quickstart - hosted](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/getting-started/hosted.md) - [Introduction](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/getting-started/introduction.md) - [Quickstart - on-prem](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/getting-started/on-prem.md) - [Host module BMC administration](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/hardware-admin/host-bmc-admin.md) - [Host module OS administration](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/hardware-admin/host-os.md) - [Network administration](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/hardware-admin/network-admin.md) - [Power management](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/hardware-admin/power-management.md) - [RDU module administration](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/hardware-admin/rdu-administration.md) - [Command reference](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/hardware-admin/sambarack-manager/srm-command-reference.md) - [Device administration](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/hardware-admin/sambarack-manager/srm-device-admin.md) - [Device credentials](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/hardware-admin/sambarack-manager/srm-device-credentials.md) - [Group administration](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/hardware-admin/sambarack-manager/srm-group-admin.md) - [Initial setup](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/hardware-admin/sambarack-manager/srm-initial-setup.md) - [Install and upgrade](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/hardware-admin/sambarack-manager/srm-install.md) - [Node administration](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/hardware-admin/sambarack-manager/srm-node-admin.md) - [Overview](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/hardware-admin/sambarack-manager/srm-overview.md) - [Rack administration](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/hardware-admin/sambarack-manager/srm-rack-admin.md) - [SambaRack overview](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/hardware-admin/sambarack-overview.md) - [Integration with LiteLLM](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/reference-architecture/litellm.md) - [Log forwarding with Fluent Bit](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/reference-architecture/observability/log-forwarder.md) - [Log storage and search - OpenSearch](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/reference-architecture/observability/log-storage.md) - [Logs](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/reference-architecture/observability/logs.md) - [Metrics](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/reference-architecture/observability/metrics.md) - [Monitoring with Prometheus and Grafana](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/reference-architecture/observability/monitoring-prom.md) - [Overview](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/reference-architecture/observability/overview.md) - [SambaStack pods reference](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/resources/pods-reference.md) - [SambaRack SN40L-16 and core services rack - installation guide](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/resources/sambarack-csr-installation-guide.md) - [SambaStack.yaml reference](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/resources/sambastack-yaml.md): This file defines ingress settings, TLS configuration, and high availability parameters. - [SambaRack components and cabling](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/resources/sn40l-16-hardware-reference.md) - [Third-party components](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/resources/thirdparty.md) - [Authentication](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/service-administration/authentication.md) - [Checkpoint conversion tool](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/service-administration/checkpoint-conversion-tool.md) - [Custom bundle deployment](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/service-administration/custom-bundle-deployment.md) - [Custom database](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/service-administration/custom-database.md) - [Custom domain and TLS certificate configuration](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/service-administration/custom-domain.md) - [Deploying custom checkpoints](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/service-administration/deploy-custom-checkpoints.md) - [Deploying with speculative decoding](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/service-administration/deploy-with-speculative-decoding.md) - [Deploying model bundles](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/service-administration/deploying-model-bundles.md) - [Supported models and bundles](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/service-administration/supported-models-and-bundles.md) - [Upgrading SambaStack](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/service-administration/upgrade-sambastack.md) - [User access and permissions](https://sambanova-systems.mintlify.dev/docs/en/v0.5.17/sambastack/service-administration/usergroup-management.md) ## OpenAPI Specs - [openapi.documented](https://app.stainless.com/api/spec/documented/sambanova/openapi.documented.yml) - [chat-sambanova-agent-api-spec](https://raw.githubusercontent.com/sambanova/agents/refs/heads/main/chat-sambanova-agent-api-spec.yaml) - [openapi](https://sambanova-systems.mintlify.dev/docs/api-reference/openapi.json)