# stdapi.ai > Deploy OpenAI, Anthropic, and Cohere-compatible applications on Amazon Bedrock with no code changes. Access 100+ models including Claude, OpenAI GPT, xAI Grok, Amazon Nova for chat, video generation, and content moderation, with enterprise compliance, pay-per-use pricing, and AWS data sovereignty. - [Home](https://stdapi.ai/md/index.md): Run your favorite OpenAI, Anthropic, and Cohere-compatible apps on Amazon Bedrock. Access 100+ models including Claude, OpenAI GPT, xAI Grok, Amazon Nova for chat, images, video, audio, embeddings, and content moderation — in your own AWS account, at AWS rates with no markup. 14-day free trial on AWS Marketplace. - [Features](https://stdapi.ai/md/features.md): stdapi.ai features — OpenAI and Anthropic API compatibility for Amazon Bedrock & AI services. Multi-region access, compliance controls, security, observability, and more. - [Contact](https://stdapi.ai/md/contact.md): Get in touch with stdapi.ai for support, questions, or business inquiries ## Get Started - [Overview](https://stdapi.ai/md/getting_started.md): Pick your path to try stdapi.ai - a one-line Docker run for local development, or a two-command Terraform deployment on AWS with a 14-day free trial of the license. - [Deploy on AWS](https://stdapi.ai/md/operations_getting_started.md): Deploy stdapi.ai on AWS with two Terraform commands. Production-grade ECS Fargate deployment with HTTPS, auto-scaling, and optional WAF and monitoring. 14-day free trial of the license on AWS Marketplace. - [Run Locally with Docker](https://stdapi.ai/md/operations_getting_started_local.md): Run stdapi.ai locally with Docker or Podman for development, testing, and evaluation. Free community image with full API compatibility for Amazon Bedrock models. - [Troubleshooting](https://stdapi.ai/md/operations_troubleshooting.md): Fixes for the most common errors encountered when deploying and running stdapi.ai - Terraform failures, 400/401/403/404/429/503 responses, Bedrock throttling, IAM permission errors, S3 bucket errors, VPC connectivity, and more. ## Documentation - [Releases & Roadmap](https://stdapi.ai/md/roadmap.md): stdapi.ai release history and upcoming features. Track regular updates, new Amazon Bedrock capabilities, and active development progress. ## API - [Overview](https://stdapi.ai/md/api_overview.md): Complete API documentation for the stdapi.ai OpenAI-, Anthropic-, and Cohere-compatible gateway. Access Amazon Bedrock models, chat completions, messages, embeddings, image generation, and audio APIs with SDK compatibility. - [API Reference — OpenAPI Spec](https://stdapi.ai/openapi.yml) ## OpenAI Compatible - [Responses](https://stdapi.ai/md/api_openai_responses.md): OpenAI-compatible Responses API for Amazon Bedrock models. Supports streaming, tool calling, structured outputs, and multimodal inputs. - [Chat Completions](https://stdapi.ai/md/api_openai_chat_completions.md): OpenAI-compatible chat completions API for Amazon Bedrock models including Claude, Nova, Llama. Supports streaming, reasoning modes, prompt caching, and multi-modal inputs. - [Completions](https://stdapi.ai/md/api_openai_completions.md): OpenAI-compatible completions API for Amazon Bedrock models including Claude, Nova, Llama. Simple prompt-to-text generation with the smallest token footprint. - [Files](https://stdapi.ai/md/api_openai_files.md): Upload, manage, and reference files in chat completions using the OpenAI-compatible Files API backed by Amazon S3. Supports documents, images, expiry, cursor pagination, and multipart uploads. - [Images Generations](https://stdapi.ai/md/api_openai_images_generations.md): Generate images with Amazon Bedrock using Stability AI and Amazon Nova Canvas. OpenAI-compatible text-to-image API with streaming support and multiple output formats. - [Images Edits](https://stdapi.ai/md/api_openai_images_edits.md): Edit and transform images with Amazon Bedrock image models. OpenAI-compatible API for image modifications, inpainting, and transformations. - [Images Variations](https://stdapi.ai/md/api_openai_images_variations.md): Generate variations of existing images with Amazon Bedrock. OpenAI-compatible API for creating alternative versions while maintaining style and composition. - [Videos](https://stdapi.ai/md/api_openai_videos.md): Generate videos from text prompts and reference images with Amazon Bedrock video models using an OpenAI-compatible Videos API. Amazon Nova Reel and Luma Ray 2 through the Sora API shape. - [Audio Speech](https://stdapi.ai/md/api_openai_audio_speech.md): Generate natural-sounding speech from text using Amazon Polly. OpenAI-compatible TTS API with 60+ voices, 30+ languages, and SSML support. - [Audio Transcriptions](https://stdapi.ai/md/api_openai_audio_transcriptions.md): Transcribe audio to text with Amazon Transcribe or Amazon Bedrock audio-capable models. OpenAI-compatible STT API supporting 100+ languages, speaker diarization, and multiple output formats. - [Audio Translations](https://stdapi.ai/md/api_openai_audio_translations.md): Translate audio from any language to English text using Amazon Transcribe + Translate or Amazon Bedrock audio models. OpenAI-compatible API with automatic language detection. - [Embeddings](https://stdapi.ai/md/api_openai_embeddings.md): Generate vector embeddings with Amazon Bedrock using OpenAI-compatible API. Support for semantic search, RAG, multimodal embeddings with text, images, audio, and documents. - [Moderations](https://stdapi.ai/md/api_openai_moderations.md): Classify text and images with Amazon Bedrock Guardrails, inline guardrail checks, or Amazon Comprehend toxicity detection through an OpenAI-compatible Moderations API. Content safety, policy enforcement, and harm detection for AI applications. - [Models](https://stdapi.ai/md/api_openai_models.md): Discover and list available Amazon Bedrock models through OpenAI-compatible API. Browse 100+ models including Claude, Nova, Llama, and more across all configured regions. ## Anthropic Compatible - [Messages](https://stdapi.ai/md/api_anthropic_messages.md): Anthropic-compatible Messages API for Amazon Bedrock models including Claude, Nova, Llama. Supports streaming, extended thinking, tool calling, prompt caching, and multi-modal inputs. - [Files](https://stdapi.ai/md/api_anthropic_files.md): Upload, manage, and reference files in Anthropic Messages requests using the Anthropic-compatible Files API backed by Amazon S3. Supports documents, images, and bidirectional cursor pagination. - [Models](https://stdapi.ai/md/api_anthropic_models.md): Discover and list available Amazon Bedrock text models through an Anthropic-compatible API. ## Cohere Compatible - [Rerank](https://stdapi.ai/md/api_cohere_rerank.md): Rerank documents by semantic relevance with Amazon Bedrock rerank models using a Cohere-compatible API. Improve RAG and search quality with Amazon Rerank and Cohere Rerank 3.5. - [Embed](https://stdapi.ai/md/api_cohere_embed.md): Generate vector embeddings with Amazon Bedrock embedding models using a Cohere-compatible API. Semantic search, RAG, and multimodal embeddings through the Cohere v2 Embed interface. ## Native Extensions - [Search Models](https://stdapi.ai/md/api_search_models.md): Search and filter available Amazon Bedrock models by modality, route, MCP tool, region, streaming support, and legacy status. Designed for AI agents that need to discover the right model before calling other endpoints. - [Model Pricing](https://stdapi.ai/md/api_model_pricing.md): Query the exact AWS unit prices for any model — token rates, service tiers, prompt-cache TTLs, cross-region routing, image specs, and long-context premiums — straight from the AWS Price List catalog used for cost tracking. ## Operations - [Deploy on AWS](https://stdapi.ai/md/operations_getting_started.md): Deploy stdapi.ai on AWS with two Terraform commands. Production-grade ECS Fargate deployment with HTTPS, auto-scaling, and optional WAF and monitoring. 14-day free trial of the license on AWS Marketplace. - [Run Locally with Docker](https://stdapi.ai/md/operations_getting_started_local.md): Run stdapi.ai locally with Docker or Podman for development, testing, and evaluation. Free community image with full API compatibility for Amazon Bedrock models. - [Advanced Deployment](https://stdapi.ai/md/operations_deploy_advanced.md): Advanced deployment configurations for stdapi.ai including VPC integration, multi-region production, cost-optimized setups, manual ECS deployment, and Terraform module outputs. - [Configuration](https://stdapi.ai/md/operations_configuration.md): Complete configuration reference for stdapi.ai environment variables, AWS credentials, IAM permissions, regions, compliance settings, and S3 integration. - [Authentication & Security](https://stdapi.ai/md/operations_authentication_security.md): Configuration guide for authenticating and securing requests to stdapi.ai — API keys via SSM/Secrets Manager, external authentication via AWS ALB/API Gateway, and encryption in transit. - [IAM Permissions](https://stdapi.ai/md/operations_iam_permissions.md): Complete AWS IAM permission reference for stdapi.ai, including required Amazon Bedrock policies, feature-specific statements, and full policy examples. - [Licensing](https://stdapi.ai/md/operations_licensing.md): stdapi.ai dual licensing explained. Choose AGPL-3.0 for open-source projects or commercial license via AWS Marketplace for proprietary applications with production support. - [Logging & Monitoring](https://stdapi.ai/md/operations_logging_monitoring.md): Production-grade observability for stdapi.ai with CloudWatch, OpenTelemetry. Track API performance, monitor costs, debug issues, and ensure compliance. - [Cost Management](https://stdapi.ai/md/operations_cost_management.md): Understand and control what stdapi.ai costs — AWS Marketplace vs AWS-billed models and credit eligibility, infrastructure and license cost, per-request cost estimation from published AWS prices, and per-user cost attribution. - [Resilience & Failover](https://stdapi.ai/md/operations_resilience.md): Infrastructure-level and application-level resilience for stdapi.ai on AWS — multi-AZ ECS, ALB health checks, Bedrock cross-region inference, S3 durability, and multi-region request routing where each enabled region contributes its own independent Bedrock quota. - [Data Sovereignty & Compliance](https://stdapi.ai/md/operations_compliance.md): How stdapi.ai enforces data residency and sovereignty on AWS — region-locked Bedrock, S3, KMS encryption, AI service calls, and configuration guidance for GDPR, US, and APAC compliance requirements. - [Troubleshooting](https://stdapi.ai/md/operations_troubleshooting.md): Fixes for the most common errors encountered when deploying and running stdapi.ai - Terraform failures, 400/401/403/404/429/503 responses, Bedrock throttling, IAM permission errors, S3 bucket errors, VPC connectivity, and more. ## Use Cases - [Overview](https://stdapi.ai/md/use_cases.md): Integrate Amazon Bedrock with Claude Code, Open WebUI, n8n, voice agents, RAG pipelines, and other OpenAI, Anthropic, and Cohere-compatible tools. Step-by-step guides for coding assistants, chat interfaces, workflow automation, and more. - [Open WebUI Integration](https://stdapi.ai/md/use_cases_openwebui.md): Deploy Open WebUI with Amazon Bedrock using stdapi.ai. Complete setup guide for private ChatGPT alternative with RAG, voice, images, and multi-modal AI capabilities. - [n8n Integration](https://stdapi.ai/md/use_cases_n8n.md): Connect n8n workflows to Amazon Bedrock using stdapi.ai. Automate business processes with AI using hundreds of integrations, no-code interface, and OpenAI-compatible or Anthropic-compatible nodes. - [AI Coding Assistants](https://stdapi.ai/md/use_cases_coding_assistants.md): Connect Claude Code, Cline, OpenCode, and other AI coding assistants to Amazon Bedrock via stdapi.ai. Use Claude, Kimi thinking, and Qwen3 Coder in VS Code, JetBrains IDEs, Zed, and the terminal. - [Python Client Libraries](https://stdapi.ai/md/use_cases_python_libraries.md): Build Python applications and agents on Amazon Bedrock with stdapi.ai. Configure LangChain (ChatOpenAI, OpenAIEmbeddings, ChatAnthropic) and pydantic-ai against stdapi.ai's OpenAI- and Anthropic-compatible endpoints. - [Autonomous Agent CLIs](https://stdapi.ai/md/use_cases_autonomous_agents.md): Run autonomous agent CLIs like Hermes and OpenClaw against Amazon Bedrock models through stdapi.ai. Configure wire-format transports and Anthropic prompt-caching breakpoints. - [RAG Pipelines](https://stdapi.ai/md/use_cases_rag.md): Build retrieval-augmented generation pipelines on Amazon Bedrock with stdapi.ai. Configure Haystack, or any OpenAI- and Cohere-compatible framework, for embeddings, two-stage reranking, and generation through one endpoint. - [Home Assistant Voice](https://stdapi.ai/md/use_cases_home_assistant.md): Connect Home Assistant Assist voice pipelines to Amazon Bedrock using stdapi.ai and the wyoming-openai proxy. Speech-to-text and streaming text-to-speech for local voice assistants, backed by Amazon Transcribe and Amazon Polly.