# Portkey Docs > Comprehensive documentation for Portkey's AI Gateway, Guardrails, Observability, Prompts, and Governance features. ## Docs - [What is Portkey?](https://portkey-docs-migration-04-ai-tools.mintlify.site/introduction/what-is-portkey.md): Portkey AI is a comprehensive platform designed to streamline and enhance AI integra… - [Make Your First Request](https://portkey-docs-migration-04-ai-tools.mintlify.site/introduction/make-your-first-request.md): Integrate Portkey and analyze your first LLM call in 2 minutes! - [Portkey Features](https://portkey-docs-migration-04-ai-tools.mintlify.site/introduction/feature-overview.md): Explore the powerful features of Portkey - [Observability (OpenTelemetry)](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/observability.md): Gain real-time insights, track key metrics, and streamline debugging with our compre… - [OpenTelemetry for LLM Observability](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/observability/opentelemetry.md): Leverage OpenTelemetry with Portkey for comprehensive LLM application observability,… - [Supported OTel Libraries](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/observability/opentelemetry/list-of-supported-otel-instrumenters.md): Portkey works with any OpenTelemetry-compatible instrumentation. Here are some popul… - [Logs](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/observability/logs.md): The Logs section presents a chronological list of all the requests processed through… - [Tracing](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/observability/traces.md): The **Tracing** capabilities in Portkey empowers you to monitor the lifecycle of you… - [Analytics](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/observability/analytics.md) - [Feedback](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/observability/feedback.md): Portkey's Feedback APIs provide a simple way to get weighted feedback from customers… - [Metadata](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/observability/metadata.md): Add custom context to your AI requests for better observability and analytics - [Filters](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/observability/filters.md) - [Logs Export](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/observability/logs-export.md): Easily access your Portkey logs data for further analysis and reporting - [Model Pricing and Cost Management](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/observability/cost-management.md): Learn how Portkey handles pricing data, cost calculations, and pricing updates acros… - [Budget Limits](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/observability/budget-limits.md) - [Auto-Instrumentation [BETA]](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/observability/auto-instrumentation.md): Portkey's auto-instrumentation allows you to instrument tracing and logging for mult… - [AI Gateway](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway.md): The world's fastest AI Gateway with advanced routing & integrated Guardrails. - [Universal API](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/universal-api.md): Portkey's Universal API provides a consistent interface to integrate a wide range of… - [Configs](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/configs.md): This feature is available on all Portkey plans. - [Remote MCP](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/remote-mcp.md): Portkey's AI gateway has MCP server support that many foundational model providers o… - [Conditional Routing](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/conditional-routing.md) - [Multimodal Capabilities](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/multimodal-capabilities.md) - [Image Generation](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/multimodal-capabilities/image-generation.md): Portkey's AI gateway supports image generation capabilities that many foundational m… - [Function Calling](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/multimodal-capabilities/function-calling.md): Portkey's AI Gateway supports function calling capabilities that many foundational m… - [Vision](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/multimodal-capabilities/vision.md): Portkey's AI gateway supports vision models like GPT-4V by OpenAI, Gemini by Google… - [Text-to-Speech](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/multimodal-capabilities/text-to-speech.md): Portkey's AI gateway currently supports text-to-speech models on `OpenAI` and `Azure… - [Speech-to-Text](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/multimodal-capabilities/speech-to-text.md): Portkey's AI gateway supports STT models like Whisper by OpenAI. - [Thinking Mode](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/multimodal-capabilities/thinking-mode.md) - [Cache (Simple & Semantic)](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/cache-simple-and-semantic.md) - [Fallbacks](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/fallbacks.md) - [Automatic Retries](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/automatic-retries.md): LLM APIs often have inexplicable failures. With Portkey, you can rescue a substantia… - [Circuit Breaker](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/circuit-breaker.md): Configure per-strategy circuit protection and failure handling - [Realtime API](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/realtime-api.md): Use OpenAI's Realtime API with logs, cost tracking, and more! - [Load Balancing](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/load-balancing.md): Load Balancing feature efficiently distributes network traffic across multiple LLMs. - [Canary Testing](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/canary-testing.md): You can use Portkey's AI gateway to also canary test new models or prompts in differ… - [Strict OpenAI Compliance](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/strict-open-ai-compliance.md) - [Virtual Keys](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/virtual-keys.md): Portkey's virtual key system allows you to securely store your LLM API keys in our v… - [Budget Limits](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/virtual-keys/budget-limits.md): Budget Limits lets you set cost limits on providers/integrations - [Rate Limits](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/virtual-keys/rate-limits.md): Set Rate Limts to your Integrations/Providers - [Connect Bedrock with Amazon Assumed Role](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/virtual-keys/bedrock-amazon-assumed-role.md): How to create a new integration for Bedrock using Amazon Assumed Role Authentication - [Request Timeouts](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/request-timeouts.md): Manage unpredictable LLM latencies effectively with Portkey's **Request Timeouts**. - [Files](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/files.md): Upload files to Portkey and reuse the content in your requests - [Unified Batch Inference](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/batches.md): Run large‑scale inference jobs through one consistent endpoint - [Fine-tuning](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/ai-gateway/fine-tuning.md): Run your fine-tuning jobs with Portkey Gateway - [Model Catalog](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/model-catalog.md): A single pane to view and manage every AI provider and model in your organization. I… - [Integrations](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/model-catalog/integrations.md): Securely store and manage AI provider credentials across your organization with cent… - [Budget Limits](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/model-catalog/budget-limits.md) - [Rate Limits](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/model-catalog/rate-limits.md) - [Workspace Provisioning](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/model-catalog/workspace-provisioning.md) - [AI Model Provisioning](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/model-catalog/model-provisioning.md) - [Adding Custom Models](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/model-catalog/custom-models.md): Learn how to add custom and fine-tuned models to your Portkey Model Catalog for seam… - [Overriding Model Details](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/model-catalog/model-overrides.md): Learn how to set custom pricing for any base model in your Portkey Model Catalog to… - [Connect Bedrock with Amazon Assumed Role](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/model-catalog/connect-bedrock-with-amazon-assumed-role.md): How to create an integrate Bedrock using Amazon Assumed Role Authentication on Portk… - [MCP Gateway](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/mcp-gateway.md): The universal adapter for Model Context Protocol—connect once, access every MCP tool… - [Quickstart](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/mcp-gateway/quickstart.md) - [Architecture](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/mcp-gateway/architecture.md) - [Deployment](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/mcp-gateway/deployment.md) - [MCP Hub](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/mcp-gateway/mcp-hub.md): Portkey's MCP Hub to connect 1600+ LLMs with any Remote MCP Server - [MCP Clients](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/mcp-gateway/mcp-clients.md) - [Converting STDIO to Remote MCP Servers](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/converting-stdio-to-streamable-http.md): Step-by-step guide to converting local STDIO MCP servers to production-ready Streama… - [Prompt Engineering Studio](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/prompt-engineering-studio.md) - [Prompt Playground](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/prompt-engineering-studio/prompt-playground.md) - [Prompt Library](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/prompt-engineering-studio/prompt-library.md) - [Prompt Versioning & Labels](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/prompt-engineering-studio/prompt-versioning.md) - [Prompt Observability](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/prompt-engineering-studio/prompt-observability.md) - [Prompt Partials](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/prompt-engineering-studio/prompt-partial.md): With Prompt Partials, you can save your commonly used templates (which could be your… - [Prompt API](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/prompt-engineering-studio/prompt-api.md): Learn how to integrate Portkey's prompt templates directly into your applications us… - [Tool Library](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/prompt-engineering-studio/tool-library.md) - [Integrations](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/prompt-engineering-studio/prompt-integration.md) - [Guides](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/prompt-engineering-studio/prompt-guides.md): Learn how to get the most out of Portkey Prompts with these practical guides - [Guardrails](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/guardrails.md): Ship to production confidently with Portkey Guardrails on your requests & responses - [List of Guardrail Checks](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/guardrails/list-of-guardrail-checks.md) - [Guardrails for Embedding Requests](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/guardrails/embedding-guardrails.md): Apply security and data validation measures to vector embedding requests to protect… - [Creating Raw Guardrails (in JSON)](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/guardrails/creating-raw-guardrails-in-json.md): With the raw Guardrails mode, we let you define your Guardrail checks & actions howe… - [PII Redaction](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/guardrails/pii-redaction.md): Replace any sensitive data in requests with standard identifiers - [Bring Your Own Guardrails](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/guardrails/bring-your-own-guardrails.md): Integrate your custom guardrails with Portkey using webhooks - [MCP](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/mcp.md) - [Enforcing Request Metadata](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/administration/enforcing-request-metadata.md) - [Enforcing Org Level Guardrails](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/administration/enforce-orgnization-level-guardrails.md) - [Enforcing Workspace Level Guardrails](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/administration/enforce-workspace-level-guardials.md) - [Configure Request Logging](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/administration/configuring-request-logging.md): Control what data is stored for all LLM requests in your organization - [Enforcing Default Configs on API Keys](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/administration/enforce-default-config.md): Learn how to attach default configs to API keys for enforcing governance controls ac… - [Enforce Budget Limits and Rate Limits for Your API Keys](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/administration/enforce-budget-and-rate-limit.md): Configure budget and rate limits on API keys to effectively manage AI spending and u… - [Enforce Workspace Budget and Rate Limits](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/administration/enforce-workspace-budget-limts-and-rate-limits.md): Configure budget and rate limits at the workspace level to effectively manage AI spe… - [Configure Logs Access Permissions for Workspace](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/administration/configure-logs-access-permissions-in-workspace.md) - [Configure Virtual Key Access Permission for Workspaces](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/administration/configure-virtual-key-access-permissions.md) - [Configure API Key Access Permissions for Workspaces](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/administration/configure-api-key-access-permissions.md) - [Configure Workspace Provisioning for Your AI Integrations](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/administration/configure-workspace-provisioning-for-your-ai-integrations.md) - [Configure Model Access Permissioning for AI Integrations](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/administration/configure-model-access-permissioning-for-ai-integratinon.md) - [Enforce Rate Limits on Your AI Provider](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/administration/enforce-rate-limits-on-your-ai-provider.md) - [Enforce Budget Limits on Your AI Provider](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/administration/enforce-budget-limits-on-your-ai-provider.md) - [Enterprise Offering](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/enterprise-offering.md) - [Org Management](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/enterprise-offering/org-management.md): A high-level introduction to Portkey's organization management structure and key con… - [Organizations](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/enterprise-offering/org-management/organizations.md): Understand the role and features of Organizations, the highest level of abstraction… - [Workspaces](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/enterprise-offering/org-management/workspaces.md): Explore Workspaces, the sub-organizational units that enable granular project and te… - [User Roles & Permissions](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/enterprise-offering/org-management/user-roles-and-permissions.md): Learn about Portkey's comprehensive role-based access control system across Organiza… - [API Keys (AuthN and AuthZ)](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/enterprise-offering/org-management/api-keys-authn-and-authz.md): Discover how Admin and Workspace API Keys are used to manage access and operations i… - [JWT Authentication](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/enterprise-offering/org-management/jwt.md): Configure JWT-based authentication for your organization in Portkey - [Overview](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/enterprise-offering/org-management/scim/scim.md): SCIM integration with Portkey. - [SCIM Group Management](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/enterprise-offering/org-management/scim/group-management.md): Map SCIM groups to Portkey workspaces and roles without naming restrictions. - [Azure Entra](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/enterprise-offering/org-management/scim/azure-ad.md): Setup Azure Entra for SCIM provisioning with Portkey. - [Okta](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/enterprise-offering/org-management/scim/okta.md): Set up Okta for SCIM provisioning with Portkey. - [SSO](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/enterprise-offering/org-management/sso.md): SSO support for enterprises - [Access Control Management](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/enterprise-offering/access-control-management.md): With customizable user roles, API key management, and comprehensive audit logs, Port… - [Budget Limits](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/enterprise-offering/budget-limits.md) - [Security @ Portkey](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/enterprise-offering/security-portkey.md): Portkey AI provides a secure, reliable AI gateway for the seamless integration and m… - [OTel Integration (Analytics Data)](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/enterprise-offering/analytics-logs-export.md) - [Logs Export](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/enterprise-offering/logs-export.md) - [Audit Logs](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/enterprise-offering/audit-logs.md): Track and monitor all administrative activities across your Portkey organization wit… - [Budget Policies](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/enterprise-offering/budget-policies.md): Manage usage limits and rate limits policies for your organisation - [Enterprise Components](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/enterprise-offering/components.md) - [KMS Integration](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/enterprise-offering/kms.md): Customers can bring their own encryption keys to Portkey AI to encrypt data at stora… - [Open Source](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/open-source.md) - [Feature Comparison](https://portkey-docs-migration-04-ai-tools.mintlify.site/product/product-feature-comparison.md): Comparing Portkey's Open-source version and Dev, Pro, Enterprise plans. - [Enterprise Architecture](https://portkey-docs-migration-04-ai-tools.mintlify.site/self-hosting/hybrid-deployments/architecture.md): Comprehensive guide to Portkey's hybrid deployment architecture for enterprises - [EKS](https://portkey-docs-migration-04-ai-tools.mintlify.site/self-hosting/hybrid-deployments/aws/eks.md): This enterprise-focused document provides comprehensive instructions for deploying t… - [AWS Marketplace](https://portkey-docs-migration-04-ai-tools.mintlify.site/self-hosting/hybrid-deployments/aws/marketplace.md): This enterprise-focused document provides comprehensive instructions for deploying t… - [GCP](https://portkey-docs-migration-04-ai-tools.mintlify.site/self-hosting/hybrid-deployments/gcp.md): This enterprise-focused document provides comprehensive instructions for deploying t… - [Azure](https://portkey-docs-migration-04-ai-tools.mintlify.site/self-hosting/hybrid-deployments/azure.md): This enterprise-focused document provides comprehensive instructions for deploying t… - [Prometheus Metrics](https://portkey-docs-migration-04-ai-tools.mintlify.site/self-hosting/prometheus-metrics.md): Comprehensive monitoring and observability for Portkey Enterprise Gateway through Pr… - [Upgrade to Model Catalog](https://portkey-docs-migration-04-ai-tools.mintlify.site/support/upgrade-to-model-catalog.md): Learn how to upgrade to Model Catalog to replace Virtual Keys - [How to Contribute](https://portkey-docs-migration-04-ai-tools.mintlify.site/README.md) - [Contact Us](https://portkey-docs-migration-04-ai-tools.mintlify.site/support/contact-us.md) - [Developer Forum](https://portkey-docs-migration-04-ai-tools.mintlify.site/support/developer-forum.md): Are you navigating the challenging journey of transitioning LLMs from prototype stag… - [Common Errors & Resolutions](https://portkey-docs-migration-04-ai-tools.mintlify.site/support/common-errors-and-resolutions.md): Since Portkey functions as a gateway - you may encounter Portkey-related, as well as… - [December '23 Migration](https://portkey-docs-migration-04-ai-tools.mintlify.site/support/portkeys-december-migration.md) - [Integrations](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/ecosystem.md) - [Submit an Integration](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/partner.md) - [Overview](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms.md): Portkey connects with all major LLM providers and orchestration frameworks. - [OpenAI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/openai.md): Learn to integrate OpenAI with Portkey, enabling seamless completions, prompt manage… - [Structured Outputs](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/openai/structured-outputs.md): Structured Outputs ensure that the model always follows your supplied [JSON schema](… - [Prompt Caching](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/openai/prompt-caching-openai.md) - [Files](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/openai/files.md): Upload files to OpenAI - [Batches](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/openai/batches.md): Perform batch inference with OpenAI - [Fine-tune](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/openai/fine-tuning.md): Fine-tune your models with OpenAI - [Remote MCP Support](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/openai/remote-mcp.md) - [Anthropic](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/anthropic.md) - [Prompt Caching](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/anthropic/prompt-caching.md) - [Computer use tool](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/anthropic/computer-use.md) - [Remote MCP Support](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/anthropic/remote-mcp.md) - [Count Tokens](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/anthropic/count-tokens.md) - [Google Gemini](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/gemini.md) - [Google Vertex AI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/vertex-ai.md) - [Files](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/vertex-ai/files.md): Upload files to Google Cloud Storage for Vertex AI fine-tuning and batch inference - [Batches](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/vertex-ai/batches.md): Perform batch inference with Vertex AI - [Fine-tune](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/vertex-ai/fine-tuning.md): Fine-tune your models with Vertex AI - [Controlled Generations](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/vertex-ai/controlled-generations.md): Controlled Generations ensure that the model always follows your supplied [JSON sche… - [Embeddings](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/vertex-ai/embeddings.md): Get embeddings from Vertex AI - [Azure AI Foundry](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/azure-foundry.md): Learn how to integrate Azure AI Foundry with Portkey to access a wide range of AI mo… - [Azure OpenAI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/azure-openai/azure-openai.md): Azure OpenAI is a great alternative to accessing the best models including GPT-4 and… - [Azure Government Cloud](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/azure-openai/azure-govcloud.md) - [Fine-tune](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/azure-openai/fine-tuning.md): Fine-tune your models with Azure OpenAI - [Files](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/azure-openai/files.md): Upload files to Azure OpenAI - [Batches](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/azure-openai/batches.md): Perform batch inference with Azure OpenAI - [AWS Bedrock](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/bedrock/aws-bedrock.md) - [AWS GovCloud with Bedrock](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/bedrock/aws-govcloud.md) - [Files](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/bedrock/files.md): Upload files to S3 for Bedrock batch inference - [Batches](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/bedrock/batches.md): Perform batch inference with Bedrock - [Fine-tune](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/bedrock/fine-tuning.md): Fine-tune your models with Bedrock - [Prompt Caching on Bedrock](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/bedrock/prompt-caching.md) - [Embeddings](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/bedrock/embeddings.md): Get embeddings from Bedrock - [AWS Bedrock Knowledge Bases](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/bedrock/bedrock-knowledgebase.md): Create, manage, and connect your LLMs to organizational data using AWS Bedrock Knowl… - [AWS SageMaker](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/aws-sagemaker.md): Route to your AWS Sagemaker models through Portkey - [Ollama](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/ollama.md) - [LocalAI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/local-ai.md) - [vLLM](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/vllm.md): Integrate vLLM-hosted custom models with Portkey and take them to production - [Triton](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/triton.md): Integrate Trtiton-hosted custom models with Portkey and take them to production - [AI21](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/ai21.md) - [Anyscale](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/anyscale-llama2-mistral-zephyr.md): Integrate Anyscale endpoints with Portkey seamlessly and make your OSS models produc… - [Cerebras](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/cerebras.md) - [Cohere](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/cohere.md) - [Fireworks](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/fireworks.md) - [Files](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/fireworks/files.md): Upload files to Fireworks - [Fine-tune](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/fireworks/fine-tuning.md): Fine-tune your models with Bedrock - [Dashscope](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/dashscope.md): Integrate Dashscope with Portkey for seamless completions, prompt management, and ad… - [Deepinfra](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/deepinfra.md) - [Deepbricks](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/deepbricks.md): Portkey provides a robust and secure gateway to facilitate the integration of variou… - [Deepgram](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/deepgram.md): Portkey provides a robust and secure gateway to use and observe Deepgrm's Speech-to-… - [DeepSeek](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/deepseek.md): Portkey provides a robust and secure gateway to facilitate the integration of variou… - [Github](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/github.md) - [Groq](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/groq.md) - [Hugging Face](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/huggingface.md) - [Inference.net](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/inference.net.md): Portkey provides a robust and secure gateway to facilitate the integration of variou… - [Featherless AI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/featherless.md) - [Jina AI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/jina-ai.md) - [Lambda Labs](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/lambda.md): Integrate Lambda with Portkey AI for seamless completions, prompt management, and ad… - [Lemonfox-AI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/lemon-fox.md): Integrate LemonFox with Portkey for seamless completions, prompt management, and adv… - [Lepton AI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/lepton.md) - [Lingyi (01.ai)](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/lingyi-01.ai.md) - [Mistral AI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/mistral-ai.md) - [Modal Labs](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/modal.md): Integrate Modal with Portkey AI for seamless completions, prompt management, and adv… - [Monster API](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/monster-api.md): MonsterAPIs provides access to generative AI model APIs at 80% lower costs. Connect… - [Moonshot](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/moonshot.md) - [Ncompass](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/ncompass.md) - [Nomic](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/nomic.md) - [Nscale (EU Sovereign)](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/nscale.md) - [Novita AI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/novita-ai.md) - [Nebius](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/nebius.md) - [OpenRouter](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/openrouter.md) - [Perplexity AI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/perplexity-ai.md) - [Predibase](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/predibase.md) - [Reka AI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/reka-ai.md) - [Recraft AI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/recraft-ai.md) - [SambaNova](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/sambanova.md): Portkey provides a robust and secure gateway to facilitate the integration of variou… - [Segmind](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/segmind.md) - [Snowflake Cortex](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/snowflake-cortex.md) - [Stability AI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/stability-ai.md) - [SiliconFlow](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/siliconflow.md) - [Together AI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/together-ai.md) - [Upstage AI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/upstage.md): Integrate Upstage with Portkey AI for seamless completions, prompt management, and a… - [Voyage AI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/voyage-ai.md): Portkey provides a robust and secure gateway to facilitate the integration of variou… - [Workers AI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/workers-ai.md) - [xAI (Grok)](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/x-ai.md): Portkey supports xAI's chat completions, completions, and embeddings APIs. - [ZhipuAI / ChatGLM / BigModel](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/zhipu.md) - [Replicate](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/replicate.md) - [Suggest a new integration!](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/suggest-a-new-integration.md) - [Bring Your Own LLM](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/llms/byollm.md): Integrate your privately hosted LLMs with Portkey for unified management, observabil… - [Microsoft Azure](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/cloud/azure.md): Discover how you can build your Gen AI platform on Azure using Portkey - [Aporia](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/guardrails/aporia.md) - [Acuvity](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/guardrails/acuvity.md): Acuvity is model agnostic GenAI security solution. It is built to secure existing an… - [Azure Guardrails](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/guardrails/azure-guardrails.md): Integrate Microsoft Azure's powerful content moderation services & PII guardrails wi… - [AWS Bedrock Guardrails](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/guardrails/bedrock-guardrails.md): Secure your AI applications with AWS Bedrock's guardrail capabilities through Portke… - [Lasso Security](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/guardrails/lasso.md): Lasso Security protects your GenAI apps from data leaks, prompt injections, and othe… - [Mistral](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/guardrails/mistral.md): Mistral moderation service helps detect and filter harmful content across multiple p… - [Pangea](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/guardrails/pangea.md): Pangea AI Guard helps analyze and redact text to prevent model manipulation and mali… - [Patronus AI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/guardrails/patronus-ai.md): Patronus excels in industry-specific guardrails for RAG workflows. - [Palo Alto Networks Prisma AIRS](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/guardrails/palo-alto-panw-prisma.md): Comprehensive AI security platform providing runtime protection against prompt injec… - [Pillar](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/guardrails/pillar.md) - [Prompt Security](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/guardrails/prompt-security.md): Prompt Security detects and protects against prompt injection, sensitive data exposu… - [Qualifire](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/guardrails/qualifire.md): Qualifire provides comprehensive AI reliability and quality checks including content… - [Javelin](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/guardrails/javelin.md): Javelin provides comprehensive AI security guardrails including Trust & Safety, Prom… - [Replace Custom Regex Patterns](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/guardrails/regex.md): Redact custom patterns with Regex in Portkey. - [F5 Guardrails](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/guardrails/f5-guardrails.md): F5 Guardrails (powered by CalypsoAI) provides advanced content moderation and PII de… - [Exa Online Search](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/plugins/exa.md): Transform offline LLMs into online models with real-time internet search capabilitie… - [Milvus](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/vector-databases/milvus.md) - [Qdrant](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/vector-databases/qdrant.md) - [Overview](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/agents.md): Portkey helps bring your agents to production - [OpenAI Agents SDK (Python)](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/agents/openai-agents.md): Use Portkey with OpenAI Agents SDK to take your AI Agents to production - [OpenAI Agents SDK (TypeScript)](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/agents/openai-agents-ts.md): Use Portkey with OpenAI Agents SDK to take your AI Agents to production - [AWS AgentCore](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/agents/agentcore.md): Run Portkey-powered agents inside Amazon Bedrock AgentCore - [Autogen](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/agents/autogen.md): Use Portkey with Autogen to take your AI Agents to production - [Agno AI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/agents/agno-ai.md): Use Portkey with Agno to build production-ready autonomous AI agents - [Control Flow](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/agents/control-flow.md): Use Portkey with Control Flow to take your AI Agents to production - [CrewAI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/agents/crewai.md): Use Portkey with CrewAI to take your AI Agents to production - [Langchain Agents](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/agents/langchain-agents.md) - [Langroid](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/agents/langroid.md) - [LangGraph](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/agents/langgraph.md): Use Portkey with LangGraph to take your AI agent workflows to production - [LiveKit](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/agents/livekit.md): Build production-ready voice AI agents with Portkey's enterprise features - [Llama Agents by Llamaindex](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/agents/llama-agents.md): Use Portkey with Llama Agents to take your AI Agents to production - [OpenAI Swarm](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/agents/openai-swarm.md): The Portkey x Swarm integration brings advanced AI gateway capabilities, full-stack… - [Pydantic AI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/agents/pydantic-ai.md): Use Portkey with PydanticAI to take your AI Agents to production - [Phidata](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/agents/phidata.md): Use Portkey with Phidata to take your AI Agents to production - [Strands Agents](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/agents/strands.md): Use Portkey with AWS's Strands Agents to take your AI Agents to production - [Bring Your own Agents](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/agents/bring-your-own-agents.md): You can also use Portkey if you are doing custom agent orchestration! - [Overview](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/ai-apps.md) - [AnythingLLM](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/anythingllm.md): Add usage tracking, cost controls, and security guardrails to your AnythingLLM deplo… - [Claude Code](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/claude-code.md): Integrate Portkey with Claude Code for enterprise-grade AI coding assistance with ob… - [Anthropic Computer Use](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/anthropic-computer-use.md) - [Cline](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/cline.md): Add enterprise-grade observability, cost tracking, and governance to your Cline AI c… - [Cursor](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/cursor.md): Add observability, governance, and reliability to Cursor with Portkey. - [Langflow](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/langflow.md): Add enterprise-grade features to your Langflow AI workflows with Portkey - [Goose](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/goose.md): Add usage tracking, cost controls, and security guardrails to your Goose AI agent - [GitHub Copilot](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/github-copilot.md): Add observability, governance, and cost controls to GitHub Copilot with Portkey. - [Jan](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/janhq.md): Add usage tracking, cost controls, and security guardrails to your Jan deployment - [OpenAI Agent Builder (TypeScript)](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/openai-agent-builder.md): Add Portkey to visual agent workflows exported from OpenAI Agent Builder. - [OpenAI Agent Builder (Python)](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/openai-agent-builder-python.md): Add Portkey to visual agent workflows exported from OpenAI Agent Builder. - [LibreChat](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/librechat.md): Cost tracking, observability, and more for LibreChat - [Web Search for Any LLM in LibreChat](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/use-cases/librechat-web-search.md) - [Open WebUI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/openwebui.md): Enterprise-grade cost tracking, observability, and more for Open WebUI - [Image Generation with Open WebUI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/openwebui/image-generation-with-openwebui.md) - [n8n](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/n8n.md): Add observability, cost controls, and security guardrails to your n8n workflows - [OpenAI Codex CLI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/codex.md): Add usage tracking, cost controls, and security guardrails to your Codex CLI deploym… - [Roo Code](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/roo-code.md): Add enterprise-grade observability, cost tracking, and governance to your Roo AI cod… - [Zed](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/zed.md): Learn how to integrate Portkey's enterprise features with Zed for enhanced observabi… - [Overview](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries.md) - [Autogen (DEPRECATED)](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/autogen.md): AutoGen is a framework that enables the development of LLM applications using multip… - [DSPy](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/dspy.md): Integrate DSPy with Portkey for production-ready LLM pipelines - [Instructor](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/instructor.md): Add observability and reliability to your Instructor structured output pipelines. - [Langchain (Python)](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/langchain-python.md): Supercharge Langchain apps with Portkey: Multi-LLM, observability, caching, reliabil… - [Langchain (JS/TS)](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/langchain-js.md): Portkey adds core production capabilities to any Langchain app. - [LlamaIndex (Python)](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/llama-index-python.md): The **Portkey x LlamaIndex** integration brings advanced **AI gateway** capabilities… - [Promptfoo](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/promptfoo.md): Run Promptfoo evals on 1600+ LLMs with observability and cost tracking via Portkey. - [Vercel AI SDK](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/vercel.md): Use Portkey with Vercel AI SDK to build production-ready AI apps with full observabi… - [MindsDB](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/mindsdb.md): Integrate MindsDB with Portkey for production-grade AI pipelines - [ToolJet](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/tooljet.md): Add AI capabilities to ToolJet apps with Portkey - [MongoDB](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/mongodb.md): Store Portkey logs in MongoDB for enterprise deployments - [Supabase](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/supabase.md): Generate embeddings with Portkey and store them in Supabase pgvector - [Any OpenAI-Compatible Project](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/openai-compatible.md): Add Portkey to any OpenAI-compatible app—just change 2 settings. - [Microsoft Semantic Kernel](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/libraries/microsoft-semantic-kernel.md) - [Arize Phoenix](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/tracing-providers/arize.md): Extend Portkey’s powerful AI Gateway with Arize Phoenix for unified LLM observabilit… - [Pydantic Logfire](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/tracing-providers/logfire.md): Modern Python observability with automatic OpenAI instrumentation and intelligent ga… - [FutureAGI](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/tracing-providers/future-agi.md): Integrate FutureAGI with Portkey for automated LLM evaluation and comprehensive obse… - [Langfuse](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/tracing-providers/langfuse.md): Integrate Langfuse observability with Portkey's AI gateway for comprehensive LLM mon… - [Langsmith](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/tracing-providers/langsmith.md): Integrate LangSmith observability with Portkey's AI gateway for comprehensive LLM mo… - [Phoenix(Arize) Open-Telemetry](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/tracing-providers/phoenix.md): AI observability and debugging platform with OpenInference instrumentation and intel… - [MLflow Tracing](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/tracing-providers/ml-flow.md): Enhance LLM observability with automatic tracing and intelligent gateway routing - [OpenLIT](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/tracing-providers/openlit.md): Simplify AI development with OpenTelemetry-native observability and intelligent gate… - [OpenTelemetry Python SDK](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/tracing-providers/opentelemetry-python-sdk.md): Direct OpenTelemetry instrumentation with full control over traces and intelligent g… - [HoneyHive](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/tracing-providers/honeyhive.md): Integrate HoneyHive observability with Portkey's AI gateway for comprehensive LLM mo… - [Traceloop (OpenLLMetry)](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/tracing-providers/traceloop.md) - [Claude Desktop](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-clients/claude.md): Connect your MCP servers to Claude Desktop through Portkey's secure MCP gateway - [Cursor](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-clients/cursor.md): Connect your MCP servers to Cursor IDE through Portkey's secure MCP gateway - [LibreChat](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-clients/librechat.md): Connect your MCP servers to LibreChat through Portkey's secure MCP gateway - [VS Code](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-clients/vs-code.md): Connect your MCP servers to Visual Studio Code through Portkey's secure MCP gateway - [Claude Code](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-clients/claude-code.md): Connect your MCP servers to Claude Code CLI through Portkey's secure MCP gateway - [Postman MCP server](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-servers/postman-mcp-server.md): The Postman MCP Server connects Postman to AI tools, enabling assistants and agents… - [Atlassian Remote MCP server](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-servers/atlassian-mcp-server.md): The Atlassian Remote MCP Server is a cloud-based bridge between your Atlassian Cloud… - [Datadog MCP server](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-servers/datadog-mcp-server.md): The Datadog MCP server enables AI agents to interact with Datadog monitoring, dashbo… - [Figma MCP server](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-servers/figma-mcp-server.md): The Figma MCP server connects Figma's design environment to MCP clients, enabling ag… - [Firebase MCP server](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-servers/firebase-mcp-server.md): The Firebase MCP server gives AI agents programmatic access to Firebase projects, in… - [Firecrawl MCP server](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-servers/firecrawl-mcp-server.md): The Firecrawl MCP server enables AI agents to perform web scraping, crawling, search… - [GitHub MCP server](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-servers/github-mcp-server.md): The GitHub MCP server enables AI agents to safely interact with repositories, issues… - [Gitlab MCP server](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-servers/gitlab-mcp-server.md): The GitLab MCP server enables AI agents to interact with GitLab—the DevOps platform… - [Cerebras Code MCP server](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-servers/cerebras-code-mcp-server.md): The **Cerebras Code MCP Server (v1.3.3)** integrates high-speed code generation and… - [Grafana MCP server](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-servers/grafana-mcp-server.md): The Grafana MCP server enables AI agents to interact with Grafana dashboards, metric… - [Kubernetes MCP server](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-servers/kubernetes-mcp-server.md): The Kubernetes MCP server provides a flexible Model Context Protocol (MCP) interface… - [Linear MCP server](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-servers/linear-mcp-server.md): The Linear MCP server provides a standardized interface for AI models and agents to… - [Notion MCP server](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-servers/notion-mcp-server.md): The Notion MCP server enables AI agents to interact with Notion, a versatile workspa… - [Open Library MCP server](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-servers/open-library-mcp-server.md): The Open Library MCP server provides AI agents with access to Open Library's book an… - [Playwright MCP server](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-servers/playwright-mcp-server.md): The Playwright MCP server provides browser automation capabilities using Playwright… - [Qdrant MCP server](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-servers/qdrant-mcp-server.md): The Qdrant MCP server enables AI agents to store and retrieve semantic information u… - [Stripe MCP server](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-servers/stripe-mcp-server.md): The Stripe MCP server exposes Stripe's payments and billing operations to AI agents… - [Vectara MCP server](https://portkey-docs-migration-04-ai-tools.mintlify.site/integrations/mcp-servers/vectara-mcp-server.md): The Vectara MCP server provides AI agents with access to Vectara's semantic search a… - [Introduction](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/introduction.md): This documentation provides detailed information about the various ways you can acce… - [Supported Providers](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/supported-providers.md) - [Authentication](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/authentication.md) - [Headers](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/headers.md): Header requirements and options for the Portkey API - [Errors](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/error-codes.md) - [Response Schema](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/response-schema.md) - [Gateway Config Object](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/config-object.md) - [OpenAPI Specification](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/open-api-specification.md) - [Supported SDKs](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/sdk/list.md): Find the best way to use Portkey in your preferred language. - [Python](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/sdk/python.md): Official Portkey Python SDK to help take your AI apps to production - [Node.js](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/sdk/node.md): Official Portkey Node.js SDK – robust, modern, and fully typed integration for JavaS… - [C# (.NET)](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/sdk/c-sharp.md): Integrate Portkey in your `.NET` app easily using the OpenAI library and get advance… - [Chat](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/chat.md) - [Create a Response](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/responses/responses.md) - [Get a Response](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/responses/retrieve-response.md) - [Delete a Response](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/responses/delete-response.md) - [List Input Items](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/responses/retrieve-inputs.md) - [Prompt Completions](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/prompts/prompt-completion.md): Execute your saved prompt templates on Portkey - [Prompt Render](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/prompts/render.md): Renders a prompt template with its variable values filled in - [Insert a Log](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/data-plane/logs/insert-a-log.md): Submit one or more log entries - [Create Feedback](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/data-plane/feedback/create-feedback.md): This endpoint allows users to submit feedback for a particular interaction or respon… - [Update Feedback](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/data-plane/feedback/update-feedback.md): This endpoint allows users to update existing feedback. - [Retrieve a Log Export](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/data-plane/logs/log-exports-beta/retrieve-a-log-export.md) - [Update a Log Export](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/data-plane/logs/log-exports-beta/update-a-log-export.md) - [List a Log Export](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/data-plane/logs/log-exports-beta/list-log-exports.md) - [Create a Log Export](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/data-plane/logs/log-exports-beta/create-a-log-export.md) - [Start a Log Export](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/data-plane/logs/log-exports-beta/start-a-log-export.md) - [Cancel a Log Export](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/data-plane/logs/log-exports-beta/cancel-a-log-export.md) - [Download a Log Export](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/data-plane/logs/log-exports-beta/download-a-log-export.md) - [Embeddings](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/embeddings.md) - [Create Image](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/images/create-image.md) - [Create Image Edit](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/images/create-image-edit.md) - [Create Image Variation](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/images/create-image-variation.md) - [Models](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/models/models.md): Lists the currently available models that can be used through Portkey, and provides… - [Create Speech](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/audio/create-speech.md) - [Create Transcription](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/audio/create-transcription.md) - [Create Translation](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/audio/create-translation.md) - [Gateway to Other APIs](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/gateway-for-other-apis.md): Access any custom provider endpoint through Portkey API - [Completions](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/completions.md) - [Moderations](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/moderations.md) - [Create Fine-tuning Job](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/fine-tuning/create-fine-tuning-job.md): Finetune a provider model - [List Fine-tuning Jobs](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/fine-tuning/list-fine-tuning-jobs.md) - [Retrieve Fine-tuning Job](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/fine-tuning/retrieve-fine-tuning-job.md) - [List Fine-tuning Events](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/fine-tuning/list-fine-tuning-events.md) - [List Fine-tuning Checkpoints](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/fine-tuning/list-fine-tuning-checkpoints.md) - [Cancel Fine-tuning](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/fine-tuning/cancel-fine-tuning.md) - [Create Batch](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/batch/create-batch.md) - [List Batch](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/batch/list-batch.md) - [Retrieve Batch](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/batch/retrieve-batch.md) - [Cancel Batch](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/batch/cancel-batch.md) - [Upload File](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/files/upload-file.md) - [List Files](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/files/list-files.md) - [Retrieve File](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/files/retrieve-file.md) - [Retrieve File Content](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/files/retrieve-file-content.md) - [Delete File](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/files/delete-file.md) - [Create Assistant](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/assistants/create-assistant.md) - [List Assistant](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/assistants/list-assistants.md) - [Retrieve Assistant](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/assistants/retrieve-assistant.md) - [Modify Assistant](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/assistants/modify-assistant.md) - [Delete Assistant](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/assistants/delete-assistant.md) - [Create Thread](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/threads/create-thread.md) - [Retrieve Thread](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/threads/retrieve-thread.md) - [Modify Thread](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/threads/modify-thread.md) - [Delete Thread](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/threads/delete-thread.md) - [Create Message](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/messages/create-message.md) - [List Message](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/messages/list-messages.md) - [Retrieve Message](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/messages/retrieve-message.md) - [Modify Message](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/messages/modify-message.md) - [Delete Message](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/messages/delete-message.md) - [Create Run](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/runs/create-run.md) - [Create thread and Run](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/runs/create-thread-and-run.md) - [list Run](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/runs/list-runs.md) - [Retrieve Run](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/runs/retrieve-run.md) - [Modify Run](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/runs/modify-run.md) - [Submit Tool Outputs to Run](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/runs/submit-tool-outputs-to-run.md) - [Cancel Run](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/runs/cancel-run.md) - [List Run Steps](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/run-steps/list-run-steps.md) - [Retrieve Run Steps](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/inference-api/assistants-api/run-steps/retrieve-run-steps.md) - [Introduction](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/introduction.md): Manage your Portkey organization and workspaces programmatically - [Errors](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/error.md): Error codes returned by the Admin API and how to resolve them. - [Create Config](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/configs/create-config.md) - [List Configs](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/configs/list-configs.md) - [Retrieve Config](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/configs/retrieve-config.md) - [List Config Versions](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/configs/list-config-versions.md) - [Update Config](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/configs/update-config.md) - [Delete Config](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/configs/delete-config.md) - [Create Integration](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/integrations/create-integration.md) - [List Integrations](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/integrations/list-integrations.md) - [Retrieve Integration](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/integrations/retrieve-integration.md) - [Update Integration](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/integrations/update-integration.md) - [Delete Integration](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/integrations/delete-integration.md) - [List Model Access](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/integrations/models/list-model-access.md): Retrieves all model access for a specific integration with their configuration and p… - [Update Model Access](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/integrations/models/update-model-access.md): Updates model access, pricing configuration, and settings for multiple models in an… - [Delete Custom Model](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/integrations/models/delete-custom-model.md): Removes multiple custom models from an integration by their slugs. - [List Workspace Access](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/integrations/workspaces/list-workspace-access.md): Retrieves workspace access configuration for an integration, including usage limits… - [Update Workspace Access](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/integrations/workspaces/update-workspace-access.md): Updates workspace access permissions, usage limits, and rate limits for an integrati… - [Create Provider](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/providers/create-provider.md) - [List Providers](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/providers/list-providers.md) - [Retrieve Provider](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/providers/retrieve-provider.md) - [Update Provider](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/providers/update-provider.md) - [Delete Provider](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/providers/delete-provider.md) - [Create Virtual Key](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/virtual-keys/create-virtual-key.md) - [List Virtual Key](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/virtual-keys/list-virtual-keys.md) - [Retrieve Virtual Key](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/virtual-keys/retrieve-virtual-key.md) - [Update Virtual Key](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/virtual-keys/update-virtual-key.md) - [Delete Virtual Key](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/virtual-keys/delete-virtual-key.md) - [Create Prompt](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/create-prompt.md) - [List Prompts](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/list-prompts.md) - [Retrieve Prompt](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/retrieve-prompt.md) - [Update Prompt](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/update-prompt.md) - [Delete Prompt](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/delete-prompt.md) - [Publish Prompt](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/publish-prompt.md) - [List Prompt Versions](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/list-prompt-versions.md) - [Retrieve Prompt Version](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/retrieve-prompt-version.md) - [Update Prompt Version](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/update-prompt-version.md) - [Create Partial](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/partials/create-partial.md) - [List Partials](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/partials/list-partials.md) - [Retrieve Partial](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/partials/retrieve-partial.md) - [Update Partial](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/partials/update-partial.md) - [Delete Partial](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/partials/delete-partial.md) - [List Partial Versions](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/partials/list-partial-versions.md) - [Publish Partial](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/partials/publish-partial.md) - [Create Label](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/labels/create-label.md): Creates a new label in the system - [List Labels](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/labels/list-labels.md): Returns a list of labels based on filters - [Retrieve Label](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/labels/retrieve-label.md): Returns a specific label by its ID - [Update Label](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/labels/update-label.md): Updates an existing label - [Delete Label](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/labels/delete-label.md): Deletes a label - [Create Prompt Collection](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/collections/create-collection.md): Creates a new collection in the specified workspace - [List Prompt Collections](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/collections/list-collections.md): Lists all collections in the specified workspace - [Retrieve Prompt Collection](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/collections/retrieve-collection.md): Retrieves details of a specific collection - [Update Prompt Collection](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/collections/update-collection.md): Updates a collection's details - [Delete Prompt Collection](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/prompts/collections/delete-collection.md): Deletes a collection - [Update API Key](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/api-keys/update-api-key.md): Updates an existing API key. The API key type (user vs service) and associated user_… - [Create API Key](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/api-keys/create-api-key.md): Creates a new API key. - [Delete an API Key](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/api-keys/delete-an-api-key.md) - [Retrieve an API Key](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/api-keys/retrieve-an-api-key.md) - [List API Key](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/api-keys/list-api-keys.md) - [Get User Grouped Data](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/analytics/summary/get-all-cache-data.md) - [Get Metadata Grouped Data](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/analytics/groups-paginated-data/get-metadata-grouped-data.md) - [Get Model Grouped Data](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/analytics/groups-paginated-data/get-model-grouped-data.md) - [Get User Grouped Data](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/analytics/groups-paginated-data/get-user-grouped-data.md) - [Get cache hit latency data](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-cache-hit-latency-data.md) - [Get cache hit rate data](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-cache-hit-rate-data.md) - [Get cost data](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-cost-data.md) - [Get error rate data](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-error-rate-data.md) - [Get errors data](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-errors-data.md) - [Get feedback data](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-feedback-data.md) - [Get feedback per ai models data](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-feedback-per-ai-models-data.md) - [Get feedback score distribution data](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-feedback-score-distribution-data.md) - [Get latency data](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-latency-data.md) - [Get requests data](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-requests-data.md) - [Get requests per user data](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-requests-per-user-data.md) - [Get rescued requests data](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-rescued-requests-data.md) - [Get status code data](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-status-code-data.md) - [Get tokens data](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-tokens-data.md) - [Get unique status code data](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-unique-status-code-data.md) - [Get users data](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-users-data.md) - [Get weighted feedback data](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-weighted-feedback-data.md) - [Retrieve a user](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/users/retrieve-a-user.md) - [Retrieve all users](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/users/retrieve-all-users.md) - [Update a user](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/users/update-a-user.md) - [Remove a user](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/users/remove-a-user.md) - [Invite a User](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/user-invites/invite-a-user.md): Send an invite to user for your organization - [Retrieve an user invite](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/user-invites/retrieve-an-invite.md) - [Retrieve all user invite](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/user-invites/retrieve-all-user-invites.md) - [Delete a user invite](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/user-invites/delete-a-user-invite.md) - [Resend a user invite](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/user-invites/resend-a-user-invite.md): Resend an invite to user for your organization - [Create Workspace](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/workspaces/create-workspace.md) - [Retrieve all Workspaces](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/workspaces/retrieve-all-workspaces.md) - [Retrieve a Workspace](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/workspaces/retrieve-a-workspace.md) - [Update Workspace](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/workspaces/update-workspace.md) - [Delete a Workspace](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/workspaces/delete-a-workspace.md) - [Add a Workspace Member](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/workspace-members/add-a-workspace-member.md) - [Retrieve all Workspace Member](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/workspace-members/retrieve-all-workspace-members.md) - [Retrieve a Workspace Member](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/workspace-members/retrieve-a-workspace-member.md) - [Update Workspace Member](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/workspace-members/update-workspace-member.md) - [Remove Workspace Member](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/workspace-members/remove-workspace-member.md) - [List Audit Logs](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/audit-logs/list-audit-logs.md) - [Create Guardrail](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/guardrails/create-guardrail.md): Creates a new guardrail with specified checks and actions - [List Guardrails](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/guardrails/list-guardrails.md): Retrieves a paginated list of guardrails for the specified workspace or organisation - [Retrieve Guardrail](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/guardrails/retrieve-guardrail.md): Retrieves details of a specific guardrail by ID or slug - [Update Guardrail](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/guardrails/update-guardrail.md): Updates an existing guardrail's name, checks, or actions - [Delete Guardrail](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/guardrails/delete-guardrail.md): Deletes an existing guardrail - [Create Usage Limits Policy](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/policies/usage-limits/create-usage-limits-policy.md): Create a new usage limits policy to control total usage (cost or tokens) over a peri… - [List Usage Limits Policy](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/policies/usage-limits/list-usage-limits-policy.md): List all usage limits policies with optional filtering. - [Retrieve Usage Limits Policy](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/policies/usage-limits/retrieve-usage-limits-policy.md): Get a single usage limits policy by ID. - [Update Usage Limits Policy](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/policies/usage-limits/update-usage-limits-policy.md): Update an existing usage limits policy. - [Delete Usage Limits Policy](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/policies/usage-limits/delete-usage-limits-policy.md): Archive (soft delete) a usage limits policy. - [Create Rate Limits Policy](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/policies/rate-limits/create-rate-limits-policy.md): Create a new rate limits policy to control the rate of requests or tokens consumed p… - [List Rate Limits Policy](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/policies/rate-limits/list-rate-limits-policy.md): List all rate limits policies with optional filtering. - [Retrieve Rate Limits Policy](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/policies/rate-limits/retrieve-rate-limits-policy.md): Get a single rate limits policy by ID. - [Update Rate Limits Policy](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/policies/rate-limits/update-rate-limits-policy.md): Update an existing rate limits policy. - [Delete Rate Limits Policy](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/control-plane/policies/rate-limits/delete-rate-limits-policy.md): Delete a rate limits policy. - [OpenAPI Specification](https://portkey-docs-migration-04-ai-tools.mintlify.site/api-reference/admin-api/open-api-specification.md) - [How to Run Structured Output Evals at Scale](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/use-cases/run-batch-evals.md) - [Building an LLM-as-a-Judge System for AI (Customer Support) Agent](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/prompts/llm-as-a-judge.md) - [Prompts](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/prompts.md) - [Ultimate AI SDR](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/prompts/ultimate-ai-sdr.md): Building a sophisticated AI SDR agent leveraging internet search and evals to draft… - [Build a chatbot using Portkey's Prompt Templates](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/prompts/build-a-chatbot-using-portkeys-prompt-templates.md): Portkey's prompt templates offer a powerful solution for testing and building chatbo… - [Optimizing Prompts for Customer Support using Portkey | LLama Prompt Ops Integration](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/prompts/llama-prompts.md) - [Executive Summary](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/whitepapers/optimizing-llm-costs/executive-summary.md): Overview of LLM cost optimization and performance improvement strategies - [1. Introduction](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/whitepapers/optimizing-llm-costs/introduction.md): An overview of the challenges and opportunities in LLM cost optimization - [2. Understanding LLM Cost Drivers](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/whitepapers/optimizing-llm-costs/llm-cost-drivers.md): An overview of the factors that influence costs in Large Language Model applications - [3. FrugalGPT Techniques for Cost Optimization](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/whitepapers/optimizing-llm-costs/frugalgpt-techniques.md) - [4. Advanced Strategies for Performance Improvement](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/whitepapers/optimizing-llm-costs/advanced-strategies.md) - [5. Architectural Considerations](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/whitepapers/optimizing-llm-costs/architectural-considerations.md) - [6. Operational Best Pracitces](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/whitepapers/optimizing-llm-costs/operational-best-practices.md) - [7. Cost Effective Development Practices](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/whitepapers/optimizing-llm-costs/cost-effective-development.md) - [8. User Education and Change Management](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/whitepapers/optimizing-llm-costs/user-education.md) - [9. Future Trends in LLM Cost Optimization](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/whitepapers/optimizing-llm-costs/future-trends.md) - [10. Conclusion and Key Takeaways](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/whitepapers/optimizing-llm-costs/conclusion-and-key-takeaways.md): Summarizing the key strategies for LLM cost optimization and performance improvement - [Overview](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/getting-started.md) - [A/B Test Prompts and Models](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/getting-started/a-b-test-prompts-and-models.md): A/B testing with large language models in production is crucial for driving optimal… - [Tackling Rate Limiting](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/getting-started/tackling-rate-limiting.md): LLMs are **costly** to run. As their usage increases, the providers have to balance… - [Function Calling](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/getting-started/function-calling.md): Get the LLM to interact with external APIs! - [Image Generation](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/getting-started/image-generation.md) - [Getting started with AI Gateway](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/getting-started/getting-started-with-ai-gateway.md) - [Llama 3 on Groq](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/getting-started/llama-3-on-groq.md) - [Return Repeat Requests from Cache](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/getting-started/return-repeat-requests-from-cache.md): If you have multiple users of your GenAI app triggering the same or similar queries… - [Trigger Automatic Retries on LLM Failures](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/getting-started/trigger-automatic-retries-on-llm-failures.md) - [101 on Portkey's Gateway Configs](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/getting-started/101-on-portkey-s-gateway-configs.md): You are likely familiar with how to make an API call to GPT4 for chat completions. - [Overview](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/integrations.md) - [Llama 3 on Portkey + Together AI](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/integrations/llama-3-on-portkey-+-together-ai.md): Try out the new Llama 3 model directly using the OpenAI SDK - [Introduction to GPT-4o](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/integrations/introduction-to-gpt-4o.md) - [Anyscale](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/integrations/anyscale.md): Portkey helps bring Anyscale APIs to production with its abstractions for observabil… - [Mistral](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/integrations/mistral.md): Portkey helps bring Mistral's APIs to production with its observability suite & AI G… - [Vercel AI](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/integrations/vercel-ai.md): Portkey is a control panel for your Vercel AI app. It makes your LLM integrations pr… - [Deepinfra](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/integrations/deepinfra.md) - [Groq](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/integrations/groq.md) - [Langchain](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/integrations/langchain.md) - [Mixtral 8x22b](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/integrations/mixtral-8x22b.md) - [Segmind](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/integrations/segmind.md) - [Sync Open WebUI Feedback → Portkey](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/integrations/openwebui-to-portkey.md): How to export thumbs-up/down from Open WebUI and ingest into Portkey using a one-fil… - [Overview](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/use-cases.md) - [Unified LLM API with Automatic Failover & Error Handling](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/use-cases/enterprise-ready-unified-api.md): Build a single API interface with automatic failover and unified error handling acro… - [Multi-Tenant LLM Access with Enterprise Control for Customer-Facing Apps](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/use-cases/multi-tenant-ai-feature.md) - [Testing Application Resilience with Fallbacks](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/use-cases/fallbacks-test.md) - [How to use Portkey Guardrails for PII Protection](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/use-cases/guardrail-pii-use-case.md): Portkey Guardrails is a powerful tool for protecting Personally Identifiable Informa… - [Few-Shot Prompting](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/use-cases/few-shot-prompting.md): LLMs are highly capable of following a given structure. By providing a few examples… - [Enforcing JSON Schema with Anyscale & Together](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/use-cases/enforcing-json-schema-with-anyscale-and-together.md): Get the LLM to adhere to your JSON schema using Anyscale & Together AI's newly intro… - [Detecting Emotions with GPT-4o](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/use-cases/emotions-with-gpt-4o.md) - [Build an article suggestion app with Supabase pgvector, and Portkey](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/use-cases/build-an-article-suggestion-app-with-supabase-pgvector-and-portkey.md): Consider that you have list of support articles that you want to suggest it to users… - [Setting up resilient Load balancers with failure-mitigating Fallbacks](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/use-cases/setting-up-resilient-load-balancers-with-failure-mitigating-fallbacks.md): Companies often face challenges of scaling their services efficiently as the traffic… - [Run Portkey on Prompts from Langchain Hub](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/use-cases/run-portkey-on-prompts-from-langchain-hub.md): Writing the right prompt is often hard to get a quality LLM response. You want the p… - [Smart Fallback with Model-Optimized Prompts](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/use-cases/smart-fallback-with-model-optimized-prompts.md): Portkey can help you easily create fallbacks from one LLM to another, making your ap… - [How to use OpenAI SDK with Portkey Prompt Templates](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/use-cases/how-to-use-openai-sdk-with-portkey-prompt-templates.md): Portkeys Prompt Playground allows you to test and tinker with various hyperparameter… - [Setup OpenAI -> Azure OpenAI Fallback](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/use-cases/setup-openai-greater-than-azure-openai-fallback.md): Portkey Fallbacks can automatically switch your app's requests from one LLM provider… - [Fallback from SDXL to Dall-e-3](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/use-cases/fallback-from-sdxl-to-dall-e-3.md): Generative AI models have revolutionized text generation and opened up new possibili… - [Comparing Top10 LMSYS Models with Portkey](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/use-cases/comparing-top10-lmsys-models-with-portkey.md) - [Tracking LLM Costs Per User with Portkey](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/use-cases/track-costs-using-metadata.md): Monitor and analyze user-level LLM costs across 1600+ models using Portkey's metadat… - [Comparing DeepSeek Models Against OpenAI, Anthropic & More Using Portkey](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/use-cases/deepseek-r1.md) - [Portkey with OpenAI Computer Use](https://portkey-docs-migration-04-ai-tools.mintlify.site/guides/use-cases/openai-computer-use.md): Leverage Portkey with OpenAI's Computer Use tool for automated browser interactions… - [November](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/2025/november.md) - [October](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/2025/october.md) - [September](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/2025/september.md) - [August](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/2025/august.md) - [July](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/2025/july.md) - [June](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/2025/june.md) - [May](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/2025/may.md) - [April](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/2025/apr.md) - [March](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/2025/mar.md) - [February](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/2025/feb.md) - [January](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/2025/jan.md) - [December](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/2024/dec.md) - [November](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/2024/nov.md) - [October](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/2024/oct.md) - [Enterprise Gateway](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/enterprise.md) - [Helm Chart](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/helm-chart.md) - [Data Service](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/data-service.md) - [Frontend](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/frontend.md) - [Backend](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/backend.md) - [Latest Updates](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/product.md) - [Node.js](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/node-sdk-changelog.md) - [Python](https://portkey-docs-migration-04-ai-tools.mintlify.site/changelog/python-sdk-changelog.md) ## OpenAPI Specs - [openapi](https://raw.githubusercontent.com/Portkey-AI/openapi/refs/heads/master/openapi.yaml)