# SambaNova Documentation: v0.5.17 Japanese ## Japanese ### 開発者ガイド #### はじめに - [SambaNova 開発者ガイド概要](https://docs.sambanova.ai/docs/ja/get-started/overview.md) - [API キーと URL](https://docs.sambanova.ai/docs/ja/get-started/api-keys-urls.md) - [SambaNova クイックスタート](https://docs.sambanova.ai/docs/ja/get-started/quickstart.md) #### モデル - [SambaCloud モデルの概要と仕様](https://docs.sambanova.ai/docs/ja/models/sambacloud-models.md) - [SambaNova モデルのレート制限](https://docs.sambanova.ai/docs/ja/models/rate-limits.md) - [SambaNova モデルの提供終了](https://docs.sambanova.ai/docs/ja/models/deprecations.md) #### 機能一覧 - [OpenAI 互換性](https://docs.sambanova.ai/docs/ja/features/openai-compatibility.md) - [テキスト生成機能の実装](https://docs.sambanova.ai/docs/ja/features/text-generation.md) - [Function calling と JSON モード機能の実装](https://docs.sambanova.ai/docs/ja/features/function-calling.md) - [Responses API](https://docs.sambanova.ai/docs/ja/features/responses.md) - [Vision・マルチモーダル機能の実装](https://docs.sambanova.ai/docs/ja/features/vision.md) - [音声入力機能の実装](https://docs.sambanova.ai/docs/ja/features/audio.md) - [Embedding (埋め込み) 機能の実装](https://docs.sambanova.ai/docs/ja/features/embeddings.md) #### 活用ガイド - [開発者コミュニティ (英語)](https://docs.sambanova.ai/docs/ja/build/developer-community.md) - [AI スターターキット](https://docs.sambanova.ai/docs/ja/build/ai-starter-kits.md) - [Agents](https://docs.sambanova.ai/docs/ja/build/agents.md) - [Hugging Face Spaces](https://docs.sambanova.ai/docs/ja/build/hf-spaces.md) - [RAG ワークフロー](https://docs.sambanova.ai/docs/ja/build/rag.md) - [Reasoning モデル](https://docs.sambanova.ai/docs/ja/build/reasoning.md) - [Python および JavaScript のための SambaNova SDK](https://docs.sambanova.ai/docs/ja/build/sn-sdk.md) #### リソース - [用語集](https://docs.sambanova.ai/docs/ja/resources/glossary.md) ### API リファレンス #### 概要 - [SambaNova API リファレンス](https://docs.sambanova.ai/docs/ja/api-reference/overview.md) #### 推論 API (英語) ##### Chat completions - [Create chat-based completion](https://docs.sambanova.ai/docs/api-reference/chat-completions/create-chat-based-completion.md) ##### Completions - [Create completion](https://docs.sambanova.ai/docs/api-reference/completions/create-completion.md) ##### Responses - [Create a model response](https://docs.sambanova.ai/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. ##### Messages - [Create a message](https://docs.sambanova.ai/docs/api-reference/messages/create-a-message.md): Anthropic Messages API compatible endpoint. Generates a model response for the supplied conversation. Authentication accepts either the bearer `Authorization: Bearer ` header (SambaNova SDK default) or the `x-api-key` header (Anthropic SDK default); the same API key is used in both cases. When… - [Count tokens for a message request](https://docs.sambanova.ai/docs/api-reference/messages/count-tokens-for-a-message-request.md): Anthropic `count_tokens` compatible endpoint. Returns the number of input tokens that would be consumed by a `POST /messages` call with the same prompt content (system, messages, tools, tool_choice). Authentication accepts either the bearer `Authorization: Bearer ` header (SambaNova SDK default… ##### Embeddings - [Create embeddings](https://docs.sambanova.ai/docs/api-reference/embeddings/create-embeddings.md) ##### Audio - [Transcribes audio into the input language.](https://docs.sambanova.ai/docs/api-reference/audio/transcribes-audio-into-the-input-language.md) - [Translate audio into English.](https://docs.sambanova.ai/docs/api-reference/audio/translate-audio-into-english.md) ##### Models - [Get environment's available model list metadata](https://docs.sambanova.ai/docs/api-reference/models/get-environments-available-model-list-metadata.md) - [Get environment's available model metadata](https://docs.sambanova.ai/docs/api-reference/models/get-environments-available-model-metadata.md) #### Chat Agents API (英語) - [チャットエージェント API の概要](https://docs.sambanova.ai/docs/ja/agents-api-reference/overview.md) ##### Main Agent - [Main Agent](https://docs.sambanova.ai/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. ##### Main Agent Interactive - [Main Agent Interactive](https://docs.sambanova.ai/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. ##### Subagents - [Coding Agent](https://docs.sambanova.ai/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://docs.sambanova.ai/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://docs.sambanova.ai/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://docs.sambanova.ai/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. ##### Subagents Interactive - [Coding Agent Interactive](https://docs.sambanova.ai/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://docs.sambanova.ai/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://docs.sambanova.ai/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://docs.sambanova.ai/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: ##### File Management - [Download Agent File](https://docs.sambanova.ai/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. #### API の使用 - [API エラーコード](https://docs.sambanova.ai/docs/ja/api-reference/using-the-api/api-error-codes.md) ### 外部ツール連携 #### 概要 - [外部ツール連携](https://docs.sambanova.ai/docs/ja/integrations/overview.md) #### 開発者ツール ##### コーディングアシスタント - [BlackBox AI](https://docs.sambanova.ai/docs/ja/integrations/blackboxai.md) - [Claude Code](https://docs.sambanova.ai/docs/ja/integrations/claude-code.md) - [Cline](https://docs.sambanova.ai/docs/ja/integrations/cline.md) - [Codex](https://docs.sambanova.ai/docs/ja/integrations/codex.md) - [Continue](https://docs.sambanova.ai/docs/ja/integrations/continue.md) - [Cursor](https://docs.sambanova.ai/docs/ja/integrations/cursor.md) - [KiloCode](https://docs.sambanova.ai/docs/ja/integrations/kilocode.md) - [OpenCode](https://docs.sambanova.ai/docs/ja/integrations/opencode.md) - [OpenHands](https://docs.sambanova.ai/docs/ja/integrations/openhands.md) - [Pi](https://docs.sambanova.ai/docs/ja/integrations/pi.md) - [Qwen Code CLI](https://docs.sambanova.ai/docs/ja/integrations/qwen-code-cli.md) - [term-llm](https://docs.sambanova.ai/docs/ja/integrations/term-llm.md) - [VS Code Foundry Toolkit](https://docs.sambanova.ai/docs/ja/integrations/vscode.md) ##### ツールとブラウザの利用 - [Browser Use](https://docs.sambanova.ai/docs/ja/integrations/browser-use.md) - [Composio](https://docs.sambanova.ai/docs/ja/integrations/composio.md) - [Exa](https://docs.sambanova.ai/docs/ja/integrations/exa.md) - [FastMCP](https://docs.sambanova.ai/docs/ja/integrations/fastmcp.md) - [Google Workspace](https://docs.sambanova.ai/docs/ja/integrations/google-workspace.md) - [Instructor](https://docs.sambanova.ai/docs/ja/integrations/instructor.md) - [Linkup](https://docs.sambanova.ai/docs/ja/integrations/linkup.md) #### フレームワーク ##### LLM フレームワーク - [AI Suite](https://docs.sambanova.ai/docs/ja/integrations/aisuite.md) - [Haystack](https://docs.sambanova.ai/docs/ja/integrations/haystack.md) - [Hugging Face](https://docs.sambanova.ai/docs/ja/integrations/hugging-face.md) - [LangChain](https://docs.sambanova.ai/docs/ja/integrations/langchain.md) - [LiteLLM](https://docs.sambanova.ai/docs/ja/integrations/litellm.md) - [LlamaIndex](https://docs.sambanova.ai/docs/ja/integrations/llama-index.md) - [OGX](https://docs.sambanova.ai/docs/ja/integrations/ogx.md) - [OpenRouter BYOK](https://docs.sambanova.ai/docs/ja/integrations/openrouter-byok.md) - [Oumi](https://docs.sambanova.ai/docs/ja/integrations/oumi.md) - [Vercel](https://docs.sambanova.ai/docs/ja/integrations/vercel.md) ##### エージェントの構築とオーケストレーション - [ADK](https://docs.sambanova.ai/docs/ja/integrations/adk.md) - [Agent Zero](https://docs.sambanova.ai/docs/ja/integrations/agentzero.md) - [Agno](https://docs.sambanova.ai/docs/ja/integrations/agno.md) - [AutoGen](https://docs.sambanova.ai/docs/ja/integrations/autogen.md) - [Camel AI](https://docs.sambanova.ai/docs/ja/integrations/camel-ai.md) - [CrewAI](https://docs.sambanova.ai/docs/ja/integrations/crew-ai.md) - [LangGraph](https://docs.sambanova.ai/docs/ja/integrations/langgraph.md) - [OpenClaw](https://docs.sambanova.ai/docs/ja/integrations/openclaw.md) - [OpenWorker](https://docs.sambanova.ai/docs/ja/integrations/open-worker.md) - [Semantic Kernel](https://docs.sambanova.ai/docs/ja/integrations/semantic-kernel.md) #### インターフェースとローコード ##### LLM インターフェースとゲートウェイ - [Gradio](https://docs.sambanova.ai/docs/ja/integrations/gradio.md) - [LibreChat](https://docs.sambanova.ai/docs/ja/integrations/librechat.md) - [Open WebUI](https://docs.sambanova.ai/docs/ja/integrations/openwebui.md) ##### ローコードプラットフォーム - [Dify](https://docs.sambanova.ai/docs/ja/integrations/dify.md) - [Flowise](https://docs.sambanova.ai/docs/ja/integrations/flowise.md) - [Langflow](https://docs.sambanova.ai/docs/ja/integrations/langflow.md) - [Make](https://docs.sambanova.ai/docs/ja/integrations/make.md) - [n8n](https://docs.sambanova.ai/docs/ja/integrations/n8n.md) #### データとインフラ ##### ハイパースケーラー - [AWS Marketplace](https://docs.sambanova.ai/docs/ja/integrations/aws-marketplace.md) - [AWS PrivateLink](https://docs.sambanova.ai/docs/ja/integrations/aws.md) ##### オーケストレーションプラットフォーム - [DataRobot](https://docs.sambanova.ai/docs/ja/integrations/datarobot.md) - [Docker Compose for Agents](https://docs.sambanova.ai/docs/ja/integrations/docker-compose-agents.md) ##### ベクトル DB と検索 - [Mem0](https://docs.sambanova.ai/docs/ja/integrations/mem0.md) - [Milvus](https://docs.sambanova.ai/docs/ja/integrations/milvus.md) - [Neo4j](https://docs.sambanova.ai/docs/ja/integrations/neo4j.md) #### マルチモーダル ##### リアルタイム音声 - [ElevenLabs](https://docs.sambanova.ai/docs/ja/integrations/elevenlabs.md) - [Hume AI](https://docs.sambanova.ai/docs/ja/integrations/humeai.md) - [LiveKit](https://docs.sambanova.ai/docs/ja/integrations/livekit.md) - [Pipecat](https://docs.sambanova.ai/docs/ja/integrations/pipecat.md) - [Vapi](https://docs.sambanova.ai/docs/ja/integrations/vapi.md) ##### 動画解析 - [TwelveLabs](https://docs.sambanova.ai/docs/ja/integrations/twelvelabs.md) #### 評価とモニタリング - [Inspect AI](https://docs.sambanova.ai/docs/ja/integrations/inspectai.md) - [LM Evaluation Harness](https://docs.sambanova.ai/docs/ja/integrations/lm-evalharness.md) - [Weave](https://docs.sambanova.ai/docs/ja/integrations/weave.md) ### SambaStack #### はじめに - [SambaStack 概要](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/getting-started/introduction.md) - [クイックスタート - ホステッド](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/getting-started/hosted.md) - [クイックスタート - オンプレミス](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/getting-started/on-prem.md) #### サービス管理 - [対応モデルとバンドル](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/service-administration/supported-models-and-bundles.md) - [モデルバンドルのデプロイ](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/service-administration/deploying-model-bundles.md) - [カスタムバンドルのデプロイ](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/service-administration/custom-bundle-deployment.md) - [カスタムチェックポイントのデプロイ](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/service-administration/deploy-custom-checkpoints.md) - [投機的デコーディングによるデプロイ](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/service-administration/deploy-with-speculative-decoding.md) - [チェックポイント変換ツール](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/service-administration/checkpoint-conversion-tool.md) - [認証](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/service-administration/authentication.md) - [ユーザーアクセスと権限](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/service-administration/usergroup-management.md) - [カスタムデータベース](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/service-administration/custom-database.md) - [カスタムドメインと TLS 証明書の設定](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/service-administration/custom-domain.md) - [SambaStack のアップグレード](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/service-administration/upgrade-sambastack.md) #### ハードウェア管理 - [SambaRack の概要](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/hardware-admin/sambarack-overview.md) - [ネットワーク管理](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/hardware-admin/network-admin.md) - [電源管理](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/hardware-admin/power-management.md) - [ホストモジュール OS の管理](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/hardware-admin/host-os.md) - [ホストモジュール BMC の管理](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/hardware-admin/host-bmc-admin.md) - [RDU モジュールの管理](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/hardware-admin/rdu-administration.md) ##### SambaRack Manager - [概要](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/hardware-admin/sambarack-manager/srm-overview.md) - [インストールとアップグレード](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/hardware-admin/sambarack-manager/srm-install.md) - [初期セットアップ](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/hardware-admin/sambarack-manager/srm-initial-setup.md) - [ラック管理](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/hardware-admin/sambarack-manager/srm-rack-admin.md) - [デバイス認証情報](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/hardware-admin/sambarack-manager/srm-device-credentials.md) - [ノード管理](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/hardware-admin/sambarack-manager/srm-node-admin.md) - [デバイス管理](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/hardware-admin/sambarack-manager/srm-device-admin.md) - [グループ管理](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/hardware-admin/sambarack-manager/srm-group-admin.md) - [コマンドリファレンス](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/hardware-admin/sambarack-manager/srm-command-reference.md) #### リファレンスアーキテクチャ - [LiteLLM との連携](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/reference-architecture/litellm.md) ##### 監視と可観測性 - [概要](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/reference-architecture/observability/overview.md) - [ログの保存と検索 - OpenSearch](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/reference-architecture/observability/log-storage.md) - [Fluent Bit によるログ転送](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/reference-architecture/observability/log-forwarder.md) - [Prometheus と Grafana による監視](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/reference-architecture/observability/monitoring-prom.md) - [メトリクス](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/reference-architecture/observability/metrics.md) - [ログ](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/reference-architecture/observability/logs.md) #### リソース - [SambaStack.yaml リファレンス](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/resources/sambastack-yaml.md): このファイルでは、ingress 設定、TLS 設定、高可用性パラメータを定義します。 - [SambaStack Pod リファレンス](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/resources/pods-reference.md) - [SambaRack SN40L-16 と Core Services Rack - インストールガイド](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/resources/sambarack-csr-installation-guide.md) - [SambaRack のコンポーネントと配線](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/resources/sn40l-16-hardware-reference.md) - [サードパーティコンポーネント](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/resources/thirdparty.md) - [SambaStack 用語集](https://docs.sambanova.ai/docs/ja/v0.5.17/sambastack/resources/glossary.md) ### リリースノート #### リリースノート - [SambaNova リリースノート](https://docs.sambanova.ai/docs/ja/release-notes/overview.md) - [SambaCloud リリースノート](https://docs.sambanova.ai/docs/ja/release-notes/sambacloud.md) - [SambaStack リリースノート](https://docs.sambanova.ai/docs/ja/release-notes/sambastack.md) - [SambaRack Manager リリースノート](https://docs.sambanova.ai/docs/ja/release-notes/sambarack-manager.md) - [SambaNova Runtime リリースノート](https://docs.sambanova.ai/docs/ja/release-notes/runtime.md) ## OpenAPI Specs - [openapi.documented](https://raw.githubusercontent.com/sambanova/sambanova-inference-api-spec/refs/heads/main/openapi.documented.json) - [chat-sambanova-agent-api-spec](https://raw.githubusercontent.com/sambanova/agents/refs/heads/main/chat-sambanova-agent-api-spec.yaml)