# Portkey Docs

> Comprehensive documentation for Portkey's AI Gateway, Guardrails, Observability, Prompts, and Governance features.

## Docs

- [How to Contribute](https://portkey-docs-guide-prompt-api.mintlify.site/README.md)
- [Get cache hit latency data](https://portkey-docs-guide-prompt-api.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-guide-prompt-api.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-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-cost-data.md)
- [Get error rate data](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-error-rate-data.md)
- [Get errors data](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-errors-data.md)
- [Get feedback data](https://portkey-docs-guide-prompt-api.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-guide-prompt-api.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-guide-prompt-api.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-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-latency-data.md)
- [Get requests data](https://portkey-docs-guide-prompt-api.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-guide-prompt-api.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-guide-prompt-api.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-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-status-code-data.md)
- [Get tokens data](https://portkey-docs-guide-prompt-api.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-guide-prompt-api.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-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-users-data.md)
- [Get weighted feedback data](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/analytics/graphs-time-series-data/get-weighted-feedback-data.md)
- [Get Metadata Grouped Data](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/analytics/groups-paginated-data/get-metadata-grouped-data.md)
- [Get Model Grouped Data](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/analytics/groups-paginated-data/get-model-grouped-data.md)
- [Get User Grouped Data](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/analytics/groups-paginated-data/get-user-grouped-data.md)
- [Get User Grouped Data](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/analytics/summary/get-all-cache-data.md)
- [Create API Key](https://portkey-docs-guide-prompt-api.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-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/api-keys/delete-an-api-key.md)
- [List API Key](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/api-keys/list-api-keys.md)
- [Retrieve an API Key](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/api-keys/retrieve-an-api-key.md)
- [Update API Key](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/api-keys/update-api-key.md): Updates an existing API key.…
- [List Audit Logs](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/audit-logs/list-audit-logs.md)
- [Create Config](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/configs/create-config.md)
- [Delete Config](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/configs/delete-config.md)
- [List Config Versions](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/configs/list-config-versions.md)
- [List Configs](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/configs/list-configs.md)
- [Retrieve Config](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/configs/retrieve-config.md)
- [Update Config](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/configs/update-config.md)
- [Create Guardrail](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/guardrails/create-guardrail.md): Creates a new guardrail with…
- [Delete Guardrail](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/guardrails/delete-guardrail.md): Deletes an existing guardrail
- [List Guardrails](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/guardrails/list-guardrails.md): Retrieves a paginated list of…
- [Retrieve Guardrail](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/guardrails/retrieve-guardrail.md): Retrieves details of a specif…
- [Update Guardrail](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/guardrails/update-guardrail.md): Updates an existing guardrail…
- [Create Integration](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/integrations/create-integration.md)
- [Delete Integration](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/integrations/delete-integration.md)
- [List Integrations](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/integrations/list-integrations.md)
- [Delete Custom Model](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/integrations/models/delete-custom-model.md): Removes multiple custom model…
- [List Model Access](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/integrations/models/list-model-access.md): Retrieves all model access fo…
- [Update Model Access](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/integrations/models/update-model-access.md): Updates model access, pricing…
- [Retrieve Integration](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/integrations/retrieve-integration.md)
- [Update Integration](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/integrations/update-integration.md)
- [List Workspace Access](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/integrations/workspaces/list-workspace-access.md): Retrieves workspace access co…
- [Update Workspace Access](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/integrations/workspaces/update-workspace-access.md): Updates workspace access perm…
- [List MCP Integration Capabilities](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/mcp-integrations/capabilities/list-mcp-integration-capabilities.md)
- [Update MCP Integration Capabilities](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/mcp-integrations/capabilities/update-mcp-integration-capabilities.md)
- [Create MCP Integration](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/mcp-integrations/create-mcp-integration.md): Create a new MCP Integration.…
- [Delete MCP Integration](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/mcp-integrations/delete-mcp-integration.md)
- [List MCP Integrations](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/mcp-integrations/list-mcp-integrations.md): List MCP Integrations for the…
- [Retrieve MCP Integration](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/mcp-integrations/retrieve-mcp-integration.md)
- [Retrieve MCP Integration Metadata](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/mcp-integrations/retrieve-mcp-integration-metadata.md)
- [Update MCP Integration](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/mcp-integrations/update-mcp-integration.md)
- [List MCP Integration Workspaces](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/mcp-integrations/workspaces/list-mcp-integration-workspaces.md)
- [Update MCP Integration Workspaces](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/mcp-integrations/workspaces/update-mcp-integration-workspaces.md)
- [Bulk update MCP Server capability overrides](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/mcp-servers/capabilities/bulk-update-mcp-server-capabilities.md)
- [List MCP Server capabilities](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/mcp-servers/capabilities/list-mcp-server-capabilities.md)
- [Create MCP Server](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/mcp-servers/create-mcp-server.md): Create a new MCP Server (work…
- [Delete MCP Server](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/mcp-servers/delete-mcp-server.md)
- [List MCP Servers](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/mcp-servers/list-mcp-servers.md): List MCP Servers for the work…
- [Retrieve MCP Server](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/mcp-servers/retrieve-mcp-server.md)
- [Test MCP Server connection](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/mcp-servers/test-mcp-server.md): Test connectivity to the MCP…
- [Update MCP Server](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/mcp-servers/update-mcp-server.md)
- [Bulk update MCP Server user access](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/mcp-servers/user-access/bulk-update-mcp-server-user-access.md)
- [List MCP Server user access](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/mcp-servers/user-access/list-mcp-server-user-access.md)
- [Create Rate Limits Policy](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/policies/rate-limits/create-rate-limits-policy.md): Create a new rate limits poli…
- [Delete Rate Limits Policy](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/policies/rate-limits/delete-rate-limits-policy.md): Delete a rate limits policy.
- [List Rate Limits Policy](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/policies/rate-limits/list-rate-limits-policy.md): List all rate limits policies…
- [Retrieve Rate Limits Policy](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/policies/rate-limits/retrieve-rate-limits-policy.md): Get a single rate limits poli…
- [Update Rate Limits Policy](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/policies/rate-limits/update-rate-limits-policy.md): Update an existing rate limit…
- [Create Usage Limits Policy](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/policies/usage-limits/create-usage-limits-policy.md): Create a new usage limits pol…
- [Delete Usage Limits Policy](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/policies/usage-limits/delete-usage-limits-policy.md): Archive (soft delete) a usage…
- [List Usage Limits Policy](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/policies/usage-limits/list-usage-limits-policy.md): List all usage limits policie…
- [List Usage Limits Policy Entities](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/policies/usage-limits/list-usage-limits-policy-entities.md): List entities tracked by a us…
- [Reset Usage Limits Policy Entity](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/policies/usage-limits/reset-usage-limits-policy-entity.md): Reset the current usage for a…
- [Retrieve Usage Limits Policy](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/policies/usage-limits/retrieve-usage-limits-policy.md): Get a single usage limits pol…
- [Update Usage Limits Policy](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/policies/usage-limits/update-usage-limits-policy.md): Update an existing usage limi…
- [Create Prompt Collection](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/collections/create-collection.md): Creates a new collection in t…
- [Delete Prompt Collection](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/collections/delete-collection.md): Deletes a collection
- [List Prompt Collections](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/collections/list-collections.md): Lists all collections in the…
- [Retrieve Prompt Collection](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/collections/retrieve-collection.md): Retrieves details of a specif…
- [Update Prompt Collection](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/collections/update-collection.md): Updates a collection's details
- [Create Prompt](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/create-prompt.md)
- [Delete Prompt](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/delete-prompt.md)
- [Create Label](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/labels/create-label.md): Creates a new label in the sy…
- [Delete Label](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/labels/delete-label.md): Deletes a label
- [List Labels](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/labels/list-labels.md): Returns a list of labels base…
- [Retrieve Label](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/labels/retrieve-label.md): Returns a specific label by i…
- [Update Label](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/labels/update-label.md): Updates an existing label
- [List Prompt Versions](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/list-prompt-versions.md)
- [List Prompts](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/list-prompts.md)
- [Create Partial](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/partials/create-partial.md)
- [Delete Partial](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/partials/delete-partial.md)
- [List Partial Versions](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/partials/list-partial-versions.md)
- [List Partials](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/partials/list-partials.md)
- [Publish Partial](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/partials/publish-partial.md)
- [Retrieve Partial](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/partials/retrieve-partial.md)
- [Update Partial](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/partials/update-partial.md)
- [Publish Prompt](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/publish-prompt.md)
- [Retrieve Prompt](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/retrieve-prompt.md)
- [Retrieve Prompt Version](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/retrieve-prompt-version.md)
- [Update Prompt](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/update-prompt.md): Update a prompt's metadata an…
- [Update Prompt Version](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/prompts/update-prompt-version.md): Updates metadata for a specif…
- [Create Provider](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/providers/create-provider.md)
- [Delete Provider](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/providers/delete-provider.md)
- [List Providers](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/providers/list-providers.md)
- [Retrieve Provider](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/providers/retrieve-provider.md)
- [Update Provider](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/providers/update-provider.md)
- [Create Secret Reference](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/secret-references/create-secret-reference.md)
- [Delete Secret Reference](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/secret-references/delete-secret-reference.md)
- [List Secret References](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/secret-references/list-secret-references.md)
- [Retrieve Secret Reference](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/secret-references/retrieve-secret-reference.md)
- [Update Secret Reference](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/secret-references/update-secret-reference.md)
- [Delete a user invite](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/user-invites/delete-a-user-invite.md)
- [Invite a User](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/user-invites/invite-a-user.md): Send an invite to user for yo…
- [Resend a user invite](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/user-invites/resend-a-user-invite.md): Resend an invite to user for…
- [Retrieve all user invite](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/user-invites/retrieve-all-user-invites.md)
- [Retrieve an user invite](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/user-invites/retrieve-an-invite.md)
- [Remove a user](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/users/remove-a-user.md)
- [Retrieve a user](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/users/retrieve-a-user.md)
- [Retrieve all users](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/users/retrieve-all-users.md)
- [Update a user](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/users/update-a-user.md)
- [Create Virtual Key](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/virtual-keys/create-virtual-key.md)
- [Delete Virtual Key](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/virtual-keys/delete-virtual-key.md)
- [List Virtual Key](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/virtual-keys/list-virtual-keys.md)
- [Retrieve Virtual Key](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/virtual-keys/retrieve-virtual-key.md)
- [Update Virtual Key](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/virtual-keys/update-virtual-key.md)
- [Add a Workspace Member](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/workspace-members/add-a-workspace-member.md)
- [Remove Workspace Member](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/workspace-members/remove-workspace-member.md)
- [Retrieve a Workspace Member](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/workspace-members/retrieve-a-workspace-member.md)
- [Retrieve all Workspace Member](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/workspace-members/retrieve-all-workspace-members.md)
- [Update Workspace Member](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/workspace-members/update-workspace-member.md)
- [Create Workspace](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/workspaces/create-workspace.md)
- [Delete a Workspace](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/workspaces/delete-a-workspace.md)
- [Retrieve a Workspace](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/workspaces/retrieve-a-workspace.md)
- [Retrieve all Workspaces](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/workspaces/retrieve-all-workspaces.md)
- [Update Workspace](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/control-plane/workspaces/update-workspace.md)
- [Create Feedback](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/data-plane/feedback/create-feedback.md): This endpoint allows users to…
- [Update Feedback](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/data-plane/feedback/update-feedback.md): This endpoint allows users to…
- [Insert a Log](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/data-plane/logs/insert-a-log.md): Submit one or more log entries
- [Cancel a Log Export](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/data-plane/logs/log-exports-beta/cancel-a-log-export.md)
- [Create a Log Export](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/data-plane/logs/log-exports-beta/create-a-log-export.md)
- [Download a Log Export](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/data-plane/logs/log-exports-beta/download-a-log-export.md)
- [List a Log Export](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/data-plane/logs/log-exports-beta/list-log-exports.md)
- [Retrieve a Log Export](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/data-plane/logs/log-exports-beta/retrieve-a-log-export.md)
- [Start a Log Export](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/data-plane/logs/log-exports-beta/start-a-log-export.md)
- [Update a Log Export](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/data-plane/logs/log-exports-beta/update-a-log-export.md)
- [Errors](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/error.md): Error codes returned by the A…
- [Introduction](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/introduction.md): Manage your Portkey organizat…
- [OpenAPI Specification](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/admin-api/open-api-specification.md)
- [Agentic Usage](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/agentic-usage.md): Add Portkey SDK skills to you…
- [Create Assistant](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/assistants/create-assistant.md)
- [Delete Assistant](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/assistants/delete-assistant.md)
- [List Assistant](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/assistants/list-assistants.md)
- [Modify Assistant](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/assistants/modify-assistant.md)
- [Retrieve Assistant](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/assistants/retrieve-assistant.md)
- [Create Message](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/messages/create-message.md)
- [Delete Message](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/messages/delete-message.md)
- [List Message](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/messages/list-messages.md)
- [Modify Message](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/messages/modify-message.md)
- [Retrieve Message](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/messages/retrieve-message.md)
- [List Run Steps](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/run-steps/list-run-steps.md)
- [Retrieve Run Steps](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/run-steps/retrieve-run-steps.md)
- [Cancel Run](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/runs/cancel-run.md)
- [Create Run](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/runs/create-run.md)
- [Create thread and Run](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/runs/create-thread-and-run.md)
- [list Run](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/runs/list-runs.md)
- [Modify Run](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/runs/modify-run.md)
- [Retrieve Run](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/runs/retrieve-run.md)
- [Submit Tool Outputs to Run](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/runs/submit-tool-outputs-to-run.md)
- [Create Thread](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/threads/create-thread.md)
- [Delete Thread](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/threads/delete-thread.md)
- [Modify Thread](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/threads/modify-thread.md)
- [Retrieve Thread](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/assistants-api/threads/retrieve-thread.md)
- [Create Speech](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/audio/create-speech.md)
- [Create Transcription](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/audio/create-transcription.md)
- [Create Translation](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/audio/create-translation.md)
- [Authentication](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/authentication.md)
- [Cancel Batch](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/batch/cancel-batch.md)
- [Create Batch](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/batch/create-batch.md)
- [List Batch](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/batch/list-batch.md)
- [Retrieve Batch](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/batch/retrieve-batch.md)
- [Chat](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/chat.md)
- [Completions](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/completions.md)
- [Gateway Config Object](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/config-object.md)
- [Embeddings](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/embeddings.md)
- [Errors](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/error-codes.md)
- [Delete File](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/files/delete-file.md)
- [List Files](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/files/list-files.md)
- [Retrieve File](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/files/retrieve-file.md)
- [Retrieve File Content](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/files/retrieve-file-content.md)
- [Upload File](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/files/upload-file.md)
- [Cancel Fine-tuning](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/fine-tuning/cancel-fine-tuning.md)
- [Create Fine-tuning Job](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/fine-tuning/create-fine-tuning-job.md): Finetune a provider model
- [List Fine-tuning Checkpoints](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/fine-tuning/list-fine-tuning-checkpoints.md)
- [List Fine-tuning Events](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/fine-tuning/list-fine-tuning-events.md)
- [List Fine-tuning Jobs](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/fine-tuning/list-fine-tuning-jobs.md)
- [Retrieve Fine-tuning Job](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/fine-tuning/retrieve-fine-tuning-job.md)
- [Gateway to Other APIs](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/gateway-for-other-apis.md): Access any custom provider en…
- [Headers](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/headers.md): Header requirements and optio…
- [Create Image](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/images/create-image.md)
- [Create Image Edit](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/images/create-image-edit.md)
- [Create Image Variation](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/images/create-image-variation.md)
- [Introduction](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/introduction.md): This documentation provides d…
- [Models](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/models/models.md): Lists the currently available…
- [Moderations](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/moderations.md)
- [OpenAPI Specification](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/open-api-specification.md)
- [Prompt Completions](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/prompts/prompt-completion.md): Execute your saved prompt tem…
- [Prompt Render](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/prompts/render.md): Renders a prompt template wit…
- [Response Schema](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/response-schema.md)
- [Delete a Response](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/responses/delete-response.md)
- [Create a Response](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/responses/responses.md)
- [List Input Items](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/responses/retrieve-inputs.md)
- [Get a Response](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/responses/retrieve-response.md)
- [Supported Providers](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/inference-api/supported-providers.md)
- [C# (.NET)](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/sdk/c-sharp.md): Integrate Portkey in your `.N…
- [Supported SDKs](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/sdk/list.md): Find the best way to use Port…
- [Node.js](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/sdk/node.md): Official Portkey Node.js SDK…
- [Python](https://portkey-docs-guide-prompt-api.mintlify.site/api-reference/sdk/python.md): Official Portkey Python SDK t…
- [December](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/2024/dec.md)
- [November](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/2024/nov.md)
- [October](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/2024/oct.md)
- [April](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/2025/apr.md)
- [August](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/2025/august.md)
- [December](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/2025/december.md)
- [February](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/2025/feb.md)
- [January](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/2025/jan.md)
- [July](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/2025/july.md)
- [June](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/2025/june.md)
- [March](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/2025/mar.md)
- [May](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/2025/may.md)
- [November](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/2025/november.md)
- [October](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/2025/october.md)
- [September](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/2025/september.md)
- [February](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/2026/february.md)
- [January](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/2026/january.md)
- [Backend](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/backend.md)
- [Data Service](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/data-service.md)
- [Enterprise Gateway](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/enterprise.md)
- [Frontend](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/frontend.md)
- [Helm Chart](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/helm-chart.md)
- [Node.js](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/node-sdk-changelog.md)
- [Latest Updates](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/product.md)
- [Python](https://portkey-docs-guide-prompt-api.mintlify.site/changelog/python-sdk-changelog.md)
- [Converting STDIO to Remote MCP Servers](https://portkey-docs-guide-prompt-api.mintlify.site/guides/converting-stdio-to-streamable-http.md): Step-by-step guide to convert…
- [Overview](https://portkey-docs-guide-prompt-api.mintlify.site/guides/getting-started.md)
- [101 on Portkey's Gateway Configs](https://portkey-docs-guide-prompt-api.mintlify.site/guides/getting-started/101-on-portkey-s-gateway-configs.md): You are likely familiar with…
- [A/B Test Prompts and Models](https://portkey-docs-guide-prompt-api.mintlify.site/guides/getting-started/a-b-test-prompts-and-models.md): A/B testing with large langua…
- [Function Calling](https://portkey-docs-guide-prompt-api.mintlify.site/guides/getting-started/function-calling.md): Get the LLM to interact with…
- [Getting Started with AI Gateway](https://portkey-docs-guide-prompt-api.mintlify.site/guides/getting-started/getting-started-with-ai-gateway.md): Connect to 1,600+ LLMs throug…
- [Image Generation](https://portkey-docs-guide-prompt-api.mintlify.site/guides/getting-started/image-generation.md)
- [Llama 3 on Groq](https://portkey-docs-guide-prompt-api.mintlify.site/guides/getting-started/llama-3-on-groq.md)
- [Return Repeat Requests from Cache](https://portkey-docs-guide-prompt-api.mintlify.site/guides/getting-started/return-repeat-requests-from-cache.md): If you have multiple users of…
- [Tackling Rate Limiting](https://portkey-docs-guide-prompt-api.mintlify.site/guides/getting-started/tackling-rate-limiting.md): LLMs are **costly** to run. A…
- [Trigger Automatic Retries on LLM Failures](https://portkey-docs-guide-prompt-api.mintlify.site/guides/getting-started/trigger-automatic-retries-on-llm-failures.md)
- [Overview](https://portkey-docs-guide-prompt-api.mintlify.site/guides/integrations.md)
- [Anyscale](https://portkey-docs-guide-prompt-api.mintlify.site/guides/integrations/anyscale.md): Portkey helps bring Anyscale…
- [Deepinfra](https://portkey-docs-guide-prompt-api.mintlify.site/guides/integrations/deepinfra.md)
- [Groq](https://portkey-docs-guide-prompt-api.mintlify.site/guides/integrations/groq.md)
- [Introduction to GPT-4o](https://portkey-docs-guide-prompt-api.mintlify.site/guides/integrations/introduction-to-gpt-4o.md)
- [Langchain](https://portkey-docs-guide-prompt-api.mintlify.site/guides/integrations/langchain.md)
- [Llama 3 on Portkey + Together AI](https://portkey-docs-guide-prompt-api.mintlify.site/guides/integrations/llama-3-on-portkey-+-together-ai.md): Try out the new Llama 3 model…
- [Mistral](https://portkey-docs-guide-prompt-api.mintlify.site/guides/integrations/mistral.md): Portkey helps bring Mistral's…
- [Mixtral 8x22b](https://portkey-docs-guide-prompt-api.mintlify.site/guides/integrations/mixtral-8x22b.md)
- [Sync Open WebUI Feedback → Portkey](https://portkey-docs-guide-prompt-api.mintlify.site/guides/integrations/openwebui-to-portkey.md): How to export thumbs-up/down…
- [Segmind](https://portkey-docs-guide-prompt-api.mintlify.site/guides/integrations/segmind.md)
- [Vercel AI](https://portkey-docs-guide-prompt-api.mintlify.site/guides/integrations/vercel-ai.md): Portkey is a control panel fo…
- [Prompts](https://portkey-docs-guide-prompt-api.mintlify.site/guides/prompts.md)
- [Build a chatbot using Portkey's Prompt Templates](https://portkey-docs-guide-prompt-api.mintlify.site/guides/prompts/build-a-chatbot-using-portkeys-prompt-templates.md): Portkey's prompt templates of…
- [Optimizing Prompts for Customer Support using Portkey | LLama Prompt Ops Integration](https://portkey-docs-guide-prompt-api.mintlify.site/guides/prompts/llama-prompts.md)
- [Building an LLM-as-a-Judge System for AI (Customer Support) Agent](https://portkey-docs-guide-prompt-api.mintlify.site/guides/prompts/llm-as-a-judge.md)
- [Ultimate AI SDR](https://portkey-docs-guide-prompt-api.mintlify.site/guides/prompts/ultimate-ai-sdr.md): Building a sophisticated AI S…
- [Overview](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases.md)
- [Automated Prompt Replication](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/automated-prompt-replication.md): Bulk-copy Portkey prompts and…
- [Build an article suggestion app with Supabase pgvector, and Portkey](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/build-an-article-suggestion-app-with-supabase-pgvector-and-portkey.md): Consider that you have list o…
- [Combining Routing Strategies: Conditional, Load Balancing & Fallbacks](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/combining-routing-strategies.md): Every Portkey routing strateg…
- [Comparing Top10 LMSYS Models with Portkey](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/comparing-top10-lmsys-models-with-portkey.md)
- [Comparing DeepSeek Models Against OpenAI, Anthropic & More Using Portkey](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/deepseek-r1.md)
- [Detecting Emotions with GPT-4o](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/emotions-with-gpt-4o.md)
- [Enforcing JSON Schema with Anyscale & Together](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/enforcing-json-schema-with-anyscale-and-together.md): Get the LLM to adhere to your…
- [Unified LLM API with Automatic Failover & Error Handling](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/enterprise-ready-unified-api.md): Build a single API interface…
- [Fallback from SDXL to Dall-e-3](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/fallback-from-sdxl-to-dall-e-3.md): Generative AI models have rev…
- [Testing Application Resilience with Fallbacks](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/fallbacks-test.md)
- [Few-Shot Prompting](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/few-shot-prompting.md): LLMs are highly capable of fo…
- [How to use Portkey Guardrails for PII Protection](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/guardrail-pii-use-case.md): Portkey Guardrails is a power…
- [How to use OpenAI SDK with Portkey Prompt Templates](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/how-to-use-openai-sdk-with-portkey-prompt-templates.md): Portkeys Prompt Playground al…
- [Web Search for Any LLM in LibreChat](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/librechat-web-search.md)
- [Multi-Tenant LLM Access with Enterprise Control for Customer-Facing Apps](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/multi-tenant-ai-feature.md)
- [Portkey with OpenAI Computer Use](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/openai-computer-use.md): Leverage Portkey with OpenAI'…
- [Using Private MCP Servers with Responses API](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/private-mcp-servers.md): Client-side tool handling for…
- [How to Run Structured Output Evals at Scale](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/run-batch-evals.md)
- [Run Portkey on Prompts from Langchain Hub](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/run-portkey-on-prompts-from-langchain-hub.md): Writing the right prompt is o…
- [Setting up resilient Load balancers with failure-mitigating Fallbacks](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/setting-up-resilient-load-balancers-with-failure-mitigating-fallbacks.md): Companies often face challeng…
- [Setup OpenAI -> Azure OpenAI Fallback](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/setup-openai-greater-than-azure-openai-fallback.md): Portkey Fallbacks can automat…
- [Smart Fallback with Model-Optimized Prompts](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/smart-fallback-with-model-optimized-prompts.md): Portkey can help you easily c…
- [Tracking LLM Costs Per User with Portkey](https://portkey-docs-guide-prompt-api.mintlify.site/guides/use-cases/track-costs-using-metadata.md): Monitor and analyze user-leve…
- [4. Advanced Strategies for Performance Improvement](https://portkey-docs-guide-prompt-api.mintlify.site/guides/whitepapers/optimizing-llm-costs/advanced-strategies.md)
- [5. Architectural Considerations](https://portkey-docs-guide-prompt-api.mintlify.site/guides/whitepapers/optimizing-llm-costs/architectural-considerations.md)
- [10. Conclusion and Key Takeaways](https://portkey-docs-guide-prompt-api.mintlify.site/guides/whitepapers/optimizing-llm-costs/conclusion-and-key-takeaways.md): Summarizing the key strategie…
- [7. Cost Effective Development Practices](https://portkey-docs-guide-prompt-api.mintlify.site/guides/whitepapers/optimizing-llm-costs/cost-effective-development.md)
- [Executive Summary](https://portkey-docs-guide-prompt-api.mintlify.site/guides/whitepapers/optimizing-llm-costs/executive-summary.md): Overview of LLM cost optimiza…
- [3. FrugalGPT Techniques for Cost Optimization](https://portkey-docs-guide-prompt-api.mintlify.site/guides/whitepapers/optimizing-llm-costs/frugalgpt-techniques.md)
- [9. Future Trends in LLM Cost Optimization](https://portkey-docs-guide-prompt-api.mintlify.site/guides/whitepapers/optimizing-llm-costs/future-trends.md)
- [1. Introduction](https://portkey-docs-guide-prompt-api.mintlify.site/guides/whitepapers/optimizing-llm-costs/introduction.md): An overview of the challenges…
- [2. Understanding LLM Cost Drivers](https://portkey-docs-guide-prompt-api.mintlify.site/guides/whitepapers/optimizing-llm-costs/llm-cost-drivers.md): An overview of the factors th…
- [6. Operational Best Pracitces](https://portkey-docs-guide-prompt-api.mintlify.site/guides/whitepapers/optimizing-llm-costs/operational-best-practices.md)
- [8. User Education and Change Management](https://portkey-docs-guide-prompt-api.mintlify.site/guides/whitepapers/optimizing-llm-costs/user-education.md)
- [Error AB03: You do not have enough permissions](https://portkey-docs-guide-prompt-api.mintlify.site/help-center/you-do-not-have-enough-permissions.md): Troubleshoot and resolve the…
- [Overview](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/agents.md): Portkey helps bring your agen…
- [AWS AgentCore](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/agents/agentcore.md): Run Portkey-powered agents in…
- [Agno AI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/agents/agno-ai.md): Use Portkey with Agno to buil…
- [Autogen](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/agents/autogen.md): Use Portkey with Autogen to t…
- [Bring Your own Agents](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/agents/bring-your-own-agents.md): You can also use Portkey if y…
- [Claude Agent SDK](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/agents/claude-agent-sdk.md): Use Portkey with Claude Agent…
- [Control Flow](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/agents/control-flow.md): Use Portkey with Control Flow…
- [CrewAI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/agents/crewai.md): Use Portkey with CrewAI to ta…
- [Langchain Agents](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/agents/langchain-agents.md)
- [LangGraph](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/agents/langgraph.md): Use Portkey with LangGraph to…
- [Langroid](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/agents/langroid.md)
- [LiveKit](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/agents/livekit.md): Build production-ready voice…
- [Llama Agents by Llamaindex](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/agents/llama-agents.md): Use Portkey with Llama Agents…
- [Mastra Agents](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/agents/mastra-agents.md): Use Portkey with Mastra to ta…
- [OpenAI Agents SDK (Python)](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/agents/openai-agents.md): Use Portkey with OpenAI Agent…
- [OpenAI Agents SDK (TypeScript)](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/agents/openai-agents-ts.md): Use Portkey with OpenAI Agent…
- [OpenAI Swarm](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/agents/openai-swarm.md): The Portkey x Swarm integrati…
- [Phidata](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/agents/phidata.md): Use Portkey with Phidata to t…
- [Pydantic AI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/agents/pydantic-ai.md): Use Portkey with PydanticAI t…
- [Strands Agents](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/agents/strands.md): Use Portkey with AWS's Strand…
- [Overview](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/ai-apps.md)
- [Microsoft Azure](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/cloud/azure.md): Discover how you can build yo…
- [Integrations](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/ecosystem.md)
- [Acuvity](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/guardrails/acuvity.md): Acuvity is model agnostic Gen…
- [Akto](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/guardrails/akto.md): Akto Agentic Security provide…
- [Aporia](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/guardrails/aporia.md)
- [Azure Guardrails](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/guardrails/azure-guardrails.md): Integrate Microsoft Azure's p…
- [AWS Bedrock Guardrails](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/guardrails/bedrock-guardrails.md): Secure your AI applications w…
- [Bring Your Own Guardrails](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/guardrails/bring-your-own-guardrails.md): Integrate your custom guardra…
- [CrowdStrike AIDR](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/guardrails/crowdstrike-aidr.md): CrowdStrike AI Detection and…
- [F5 Guardrails](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/guardrails/f5-guardrails.md): F5 Guardrails (powered by Cal…
- [Javelin (Highflame)](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/guardrails/javelin.md): Javelin provides comprehensiv…
- [JWT Token Validator](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/guardrails/jwt.md): Validate JWT tokens with sign…
- [Lasso Security](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/guardrails/lasso.md): Lasso Security protects your…
- [Mistral](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/guardrails/mistral.md): Mistral moderation service he…
- [Palo Alto Networks Prisma AIRS](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/guardrails/palo-alto-panw-prisma.md): Comprehensive AI security pla…
- [Pangea](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/guardrails/pangea.md): Pangea AI Guard helps analyze…
- [Patronus AI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/guardrails/patronus-ai.md): Patronus excels in industry-s…
- [Pillar](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/guardrails/pillar.md)
- [Prompt Security](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/guardrails/prompt-security.md): Prompt Security detects and p…
- [Qualifire](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/guardrails/qualifire.md): Qualifire provides comprehens…
- [Replace Custom Regex Patterns](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/guardrails/regex.md): Redact custom patterns with R…
- [Zscaler AI Guard](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/guardrails/zscaler.md): Zscaler AI Guard integration…
- [Overview](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries.md)
- [Android Studio](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/android-studio.md): Add observability, governance…
- [Anthropic Computer Use](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/anthropic-computer-use.md)
- [AnythingLLM](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/anythingllm.md): Add usage tracking, cost cont…
- [Autogen (DEPRECATED)](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/autogen.md): AutoGen is a framework that e…
- [Claude Code](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/claude-code.md): Integrate Portkey with Claude…
- [Claude Code with Anthropic](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/claude-code-anthropic.md): Route Claude Code through Ant…
- [Claude Code with Amazon Bedrock](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/claude-code-bedrock.md): Route Claude Code through Ama…
- [Claude Code with Google Vertex AI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/claude-code-vertex.md): Route Claude Code through Goo…
- [Cline](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/cline.md): Add enterprise-grade observab…
- [OpenAI Codex](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/codex.md): Add usage tracking, cost cont…
- [Cursor](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/cursor.md): Add observability, governance…
- [DSPy](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/dspy.md): Integrate DSPy with Portkey f…
- [GitHub Copilot](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/github-copilot.md): Add observability, governance…
- [Goose](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/goose.md): Add usage tracking, cost cont…
- [Instructor](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/instructor.md): Add observability and reliabi…
- [Jan](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/janhq.md): Add usage tracking, cost cont…
- [Langchain (JS/TS)](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/langchain-js.md): Add Portkey's enterprise feat…
- [Langchain (Python)](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/langchain-python.md): Add Portkey's enterprise feat…
- [Langflow](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/langflow.md): Add enterprise-grade features…
- [LibreChat](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/librechat.md): Cost tracking, observability,…
- [LlamaIndex (Python)](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/llama-index-python.md): Add Portkey's enterprise feat…
- [Microsoft Semantic Kernel](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/microsoft-semantic-kernel.md)
- [MindsDB](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/mindsdb.md): Integrate MindsDB with Portke…
- [MongoDB](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/mongodb.md): Store Portkey logs in MongoDB…
- [n8n](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/n8n.md): Add observability, cost contr…
- [OpenAI Agent Builder (TypeScript)](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/openai-agent-builder.md): Add Portkey to visual agent w…
- [OpenAI Agent Builder (Python)](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/openai-agent-builder-python.md): Add Portkey to visual agent w…
- [Any OpenAI-Compatible Project](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/openai-compatible.md): Add Portkey to any OpenAI-com…
- [OpenClaw](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/openclaw.md): Route OpenClaw through Portke…
- [OpenCode](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/opencode.md): centralised cost monitoring f…
- [Open WebUI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/openwebui.md): Enterprise-grade cost trackin…
- [Image Generation with Open WebUI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/openwebui/image-generation-with-openwebui.md)
- [Promptfoo](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/promptfoo.md): Run Promptfoo evals on 1600+…
- [Roo Code](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/roo-code.md): Add enterprise-grade observab…
- [Supabase](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/supabase.md): Generate embeddings with Port…
- [ToolJet](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/tooljet.md): Add AI capabilities to ToolJe…
- [Vercel AI SDK](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/vercel.md): Use Portkey with Vercel AI SD…
- [Zed](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/libraries/zed.md): Learn how to integrate Portke…
- [Overview](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms.md): Portkey connects with all maj…
- [AI21](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/ai21.md): Integrate AI21 models with Po…
- [Anthropic](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/anthropic.md): Integrate Anthropic's Claude…
- [Computer use tool](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/anthropic/computer-use.md)
- [Count Tokens](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/anthropic/count-tokens.md)
- [Prompt Caching](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/anthropic/prompt-caching.md)
- [Remote MCP Support](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/anthropic/remote-mcp.md)
- [Structured Outputs](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/anthropic/structured-outputs.md): Direct models to return data…
- [Anyscale](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/anyscale-llama2-mistral-zephyr.md): Use Anyscale's serverless end…
- [AWS SageMaker](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/aws-sagemaker.md): Route to your AWS Sagemaker m…
- [Azure AI Foundry](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/azure-foundry.md): Learn how to integrate Azure…
- [Azure Government Cloud](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/azure-openai/azure-govcloud.md)
- [Azure OpenAI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/azure-openai/azure-openai.md): Azure OpenAI is a great alter…
- [Batches](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/azure-openai/batches.md): Perform batch inference with…
- [Files](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/azure-openai/files.md): Upload files to Azure OpenAI
- [Fine-tune](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/azure-openai/fine-tuning.md): Fine-tune your models with Az…
- [AWS Bedrock](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/bedrock/aws-bedrock.md)
- [AWS GovCloud with Bedrock](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/bedrock/aws-govcloud.md)
- [Batches](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/bedrock/batches.md): Perform batch inference with…
- [AWS Bedrock Knowledge Bases](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/bedrock/bedrock-knowledgebase.md): Create, manage, and connect y…
- [Embeddings](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/bedrock/embeddings.md): Get embeddings from Bedrock
- [Files](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/bedrock/files.md): Upload files to S3 for Bedroc…
- [Fine-tune](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/bedrock/fine-tuning.md): Fine-tune your models with Be…
- [Prompt Caching on Bedrock](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/bedrock/prompt-caching.md)
- [Rerank](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/bedrock/rerank.md): Rerank documents with Bedrock
- [Structured Outputs](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/bedrock/structured-outputs.md): Direct models to return data…
- [Bring Your Own LLM](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/byollm.md): Integrate your privately host…
- [Cerebras](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/cerebras.md): Integrate Cerebras models wit…
- [Cohere](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/cohere.md): Integrate Cohere models with…
- [Dashscope](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/dashscope.md): Integrate Dashscope with Port…
- [Databricks](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/databricks.md): Integrate Databricks Model Se…
- [Deepbricks](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/deepbricks.md): Use Deepbricks' AI inference…
- [Deepgram](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/deepgram.md): Use Deepgram's Speech-to-Text…
- [Deepinfra](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/deepinfra.md): Integrate Deepinfra models wi…
- [DeepSeek](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/deepseek.md): Integrate DeepSeek models wit…
- [Featherless AI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/featherless.md): Access 11,900+ open-source mo…
- [Fireworks](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/fireworks.md): Use Fireworks for chat, visio…
- [Files](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/fireworks/files.md): Upload files to Fireworks
- [Fine-tune](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/fireworks/fine-tuning.md): Fine-tune your models with Be…
- [Google Gemini](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/gemini.md)
- [GitHub Models](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/github.md): Use GitHub Models Marketplace…
- [Groq](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/groq.md): Use Groq's ultra-fast inferen…
- [Hugging Face](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/huggingface.md): Use Hugging Face Inference en…
- [Inference.net](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/inference.net.md): Use Inference.net's distribut…
- [Jina AI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/jina-ai.md): Use Jina AI's embedding and r…
- [Lambda Labs](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/lambda.md): Use Lambda's GPU-powered infe…
- [Lemonfox-AI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/lemon-fox.md): Integrate LemonFox with Portk…
- [Lepton AI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/lepton.md): Use Lepton AI's serverless AI…
- [Lingyi (01.ai)](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/lingyi-01.ai.md): Use Lingyi's Yi models throug…
- [LocalAI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/local-ai.md): Integrate LocalAI-hosted mode…
- [Mistral AI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/mistral-ai.md): Integrate Mistral AI models w…
- [Modal Labs](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/modal.md): Integrate Modal with Portkey…
- [Monster API](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/monster-api.md): Access generative AI models a…
- [Moonshot](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/moonshot.md): Use Moonshot's AI models thro…
- [Ncompass](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/ncompass.md): Use Ncompass's AI models thro…
- [Nebius](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/nebius.md): Use Nebius AI's inference pla…
- [Nomic](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/nomic.md): Use Nomic's superior embeddin…
- [Novita AI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/novita-ai.md): Use Novita AI's inference pla…
- [Nscale (EU Sovereign)](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/nscale.md): Use Nscale's EU-based soverei…
- [Ollama](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/ollama.md): Integrate Ollama-hosted model…
- [OpenAI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/openai.md): Integrate OpenAI's GPT models…
- [Batches](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/openai/batches.md): Perform batch inference with…
- [Files](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/openai/files.md): Upload files to OpenAI
- [Fine-tune](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/openai/fine-tuning.md): Fine-tune your models with Op…
- [Prompt Caching](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/openai/prompt-caching-openai.md)
- [Remote MCP Support](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/openai/remote-mcp.md)
- [Structured Outputs](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/openai/structured-outputs.md): Structured Outputs ensure tha…
- [OpenRouter](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/openrouter.md): Integrate OpenRouter models w…
- [Oracle Cloud Infrastructure](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/oracle.md)
- [OVHcloud AI Endpoints](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/ovhcloud.md)
- [Passthrough](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/passthrough.md): Send requests directly to a c…
- [Perplexity AI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/perplexity-ai.md): Use Perplexity's online reaso…
- [Predibase](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/predibase.md): Use Predibase's open-source a…
- [Recraft AI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/recraft-ai.md): Use Recraft AI's advanced ima…
- [Reka AI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/reka-ai.md): Integrate Reka AI models with…
- [Replicate](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/replicate.md): Use Portkey as a proxy to Rep…
- [SambaNova](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/sambanova.md): Use SambaNova's fast inferenc…
- [Segmind](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/segmind.md): Use Segmind's Stable Diffusio…
- [SiliconFlow](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/siliconflow.md): Use SiliconFlow's AI inferenc…
- [Snowflake Cortex](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/snowflake-cortex.md): Use Snowflake Cortex AI model…
- [Stability AI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/stability-ai.md): Use Stability AI's Stable Dif…
- [Suggest a new integration!](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/suggest-a-new-integration.md)
- [Together AI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/together-ai.md): Integrate Together AI models…
- [Triton Inference Server](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/triton.md): Integrate Triton-hosted custo…
- [Upstage AI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/upstage.md): Integrate Upstage with Portke…
- [Google Vertex AI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/vertex-ai.md)
- [Batches](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/vertex-ai/batches.md): Perform batch inference with…
- [Controlled Generations](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/vertex-ai/controlled-generations.md): Controlled Generations ensure…
- [Embeddings](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/vertex-ai/embeddings.md): Get embeddings from Vertex AI
- [Files](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/vertex-ai/files.md): Upload files to Google Cloud…
- [Fine-tune](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/vertex-ai/fine-tuning.md): Fine-tune your models with Ve…
- [vLLM](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/vllm.md): Integrate vLLM-hosted custom…
- [Voyage AI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/voyage-ai.md): Use Voyage AI's embeddings an…
- [Workers AI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/workers-ai.md): Use Cloudflare Workers AI mod…
- [xAI (Grok)](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/x-ai.md): Use xAI's Grok models through…
- [Z.AI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/z-ai.md): Use Z.AI's GLM models through…
- [ZhipuAI / ChatGLM / BigModel](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/llms/zhipu.md): Use ZhipuAI's GLM models thro…
- [Claude Desktop](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-clients/claude.md): Connect your MCP servers to C…
- [Claude Code](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-clients/claude-code.md): Connect your MCP servers to C…
- [Cursor](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-clients/cursor.md): Connect your MCP servers to C…
- [LibreChat](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-clients/librechat.md): Connect your MCP servers to L…
- [VS Code](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-clients/vs-code.md): Connect your MCP servers to V…
- [Atlassian Remote MCP server](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-servers/atlassian-mcp-server.md): The Atlassian Remote MCP Serv…
- [Cerebras Code MCP server](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-servers/cerebras-code-mcp-server.md): The **Cerebras Code MCP Serve…
- [Datadog MCP server](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-servers/datadog-mcp-server.md): The Datadog MCP server enable…
- [Figma MCP server](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-servers/figma-mcp-server.md): The Figma MCP server connects…
- [Firebase MCP server](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-servers/firebase-mcp-server.md): The Firebase MCP server gives…
- [Firecrawl MCP server](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-servers/firecrawl-mcp-server.md): The Firecrawl MCP server enab…
- [GitHub MCP server](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-servers/github-mcp-server.md): The GitHub MCP server enables…
- [Gitlab MCP server](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-servers/gitlab-mcp-server.md): The GitLab MCP server enables…
- [Grafana MCP server](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-servers/grafana-mcp-server.md): The Grafana MCP server enable…
- [Kubernetes MCP server](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-servers/kubernetes-mcp-server.md): The Kubernetes MCP server pro…
- [Linear MCP server](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-servers/linear-mcp-server.md): The Linear MCP server provide…
- [Notion MCP server](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-servers/notion-mcp-server.md): The Notion MCP server enables…
- [Open Library MCP server](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-servers/open-library-mcp-server.md): The Open Library MCP server p…
- [Playwright MCP server](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-servers/playwright-mcp-server.md): The Playwright MCP server pro…
- [Postman MCP server](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-servers/postman-mcp-server.md): The Postman MCP Server connec…
- [Qdrant MCP server](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-servers/qdrant-mcp-server.md): The Qdrant MCP server enables…
- [Stripe MCP server](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-servers/stripe-mcp-server.md): The Stripe MCP server exposes…
- [Vectara MCP server](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/mcp-servers/vectara-mcp-server.md): The Vectara MCP server provid…
- [Submit an Integration](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/partner.md)
- [Exa Online Search](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/plugins/exa.md): Transform offline LLMs into o…
- [Arize Phoenix](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/tracing-providers/arize.md): Extend Portkey’s powerful AI…
- [FutureAGI](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/tracing-providers/future-agi.md): Integrate FutureAGI with Port…
- [HoneyHive](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/tracing-providers/honeyhive.md): Integrate HoneyHive observabi…
- [Langfuse](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/tracing-providers/langfuse.md): Integrate Langfuse observabil…
- [Langsmith](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/tracing-providers/langsmith.md): Integrate LangSmith observabi…
- [Pydantic Logfire](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/tracing-providers/logfire.md): Modern Python observability w…
- [MLflow Tracing](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/tracing-providers/ml-flow.md): Enhance LLM observability wit…
- [OpenLIT](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/tracing-providers/openlit.md): Simplify AI development with…
- [OpenTelemetry Python SDK](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/tracing-providers/opentelemetry-python-sdk.md): Direct OpenTelemetry instrume…
- [Phoenix(Arize) Open-Telemetry](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/tracing-providers/phoenix.md): AI observability and debuggin…
- [Traceloop (OpenLLMetry)](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/tracing-providers/traceloop.md)
- [Milvus](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/vector-databases/milvus.md)
- [Qdrant](https://portkey-docs-guide-prompt-api.mintlify.site/integrations/vector-databases/qdrant.md)
- [Portkey Features](https://portkey-docs-guide-prompt-api.mintlify.site/introduction/feature-overview.md): Explore the powerful features…
- [Make Your First Request](https://portkey-docs-guide-prompt-api.mintlify.site/introduction/make-your-first-request.md): Integrate Portkey and analyze…
- [What is Portkey?](https://portkey-docs-guide-prompt-api.mintlify.site/introduction/what-is-portkey.md): Portkey AI is a comprehensive…
- [Configure Analytics Access Permissions for Workspaces](https://portkey-docs-guide-prompt-api.mintlify.site/product/administration/configure-analytics-access-permissions.md)
- [Configure API Key Access Permissions for Workspaces](https://portkey-docs-guide-prompt-api.mintlify.site/product/administration/configure-api-key-access-permissions.md)
- [Configure Data Visibility Settings for Workspaces](https://portkey-docs-guide-prompt-api.mintlify.site/product/administration/configure-data-visibility-settings.md)
- [Configure Logs Access Permissions for Workspace](https://portkey-docs-guide-prompt-api.mintlify.site/product/administration/configure-logs-access-permissions-in-workspace.md)
- [Configure Model Access Permissioning for AI Integrations](https://portkey-docs-guide-prompt-api.mintlify.site/product/administration/configure-model-access-permissioning-for-ai-integratinon.md)
- [Configure Prompt Access Permissions for Workspaces](https://portkey-docs-guide-prompt-api.mintlify.site/product/administration/configure-prompt-access-permissions.md)
- [Configure Provider Access Permissions](https://portkey-docs-guide-prompt-api.mintlify.site/product/administration/configure-virtual-key-access-permissions.md)
- [Configure Workspace Provisioning for Your AI Integrations](https://portkey-docs-guide-prompt-api.mintlify.site/product/administration/configure-workspace-provisioning-for-your-ai-integrations.md)
- [Configure Request Logging](https://portkey-docs-guide-prompt-api.mintlify.site/product/administration/configuring-request-logging.md): Control what data is stored f…
- [Enforce Budget Limits and Rate Limits for Your API Keys](https://portkey-docs-guide-prompt-api.mintlify.site/product/administration/enforce-budget-and-rate-limit.md): Configure budget and rate lim…
- [Enforce Budget Limits on Your AI Provider](https://portkey-docs-guide-prompt-api.mintlify.site/product/administration/enforce-budget-limits-on-your-ai-provider.md)
- [Enforcing Default Configs on API Keys](https://portkey-docs-guide-prompt-api.mintlify.site/product/administration/enforce-default-config.md): Learn how to attach default c…
- [Enforcing Org Level Guardrails](https://portkey-docs-guide-prompt-api.mintlify.site/product/administration/enforce-orgnization-level-guardrails.md)
- [Enforce Rate Limits on Your AI Provider](https://portkey-docs-guide-prompt-api.mintlify.site/product/administration/enforce-rate-limits-on-your-ai-provider.md)
- [Enforce Workspace Budget and Rate Limits](https://portkey-docs-guide-prompt-api.mintlify.site/product/administration/enforce-workspace-budget-limts-and-rate-limits.md): Configure budget and rate lim…
- [Enforcing Workspace Level Guardrails](https://portkey-docs-guide-prompt-api.mintlify.site/product/administration/enforce-workspace-level-guardials.md)
- [Enforcing Request Metadata](https://portkey-docs-guide-prompt-api.mintlify.site/product/administration/enforcing-request-metadata.md)
- [AI Gateway](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway.md): The world's fastest AI Gatewa…
- [Automatic Retries](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/automatic-retries.md): Automatically retry failed LL…
- [Unified Batch Inference](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/batches.md): Run large‑scale inference job…
- [Cache (Simple & Semantic)](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/cache-simple-and-semantic.md): Speed up requests and reduce…
- [Canary Testing](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/canary-testing.md): You can use Portkey's AI gate…
- [Chat Completions](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/chat-completions.md): Use OpenAI-compatible Chat Co…
- [Circuit Breaker](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/circuit-breaker.md): Automatically stop routing to…
- [Conditional Routing](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/conditional-routing.md)
- [Configs](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/configs.md): This feature is available on…
- [Custom hosts](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/custom-hosts.md): Route requests to privately h…
- [Fallbacks](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/fallbacks.md): Automatically switch to backu…
- [Files](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/files.md): Upload files to Portkey and r…
- [Fine-tuning](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/fine-tuning.md): Run your fine-tuning jobs wit…
- [gRPC (Beta)](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/grpc.md): Use gRPC as an alternative tr…
- [Load Balancing](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/load-balancing.md): Distribute traffic across mul…
- [Messages](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/messages-api.md): Use Anthropic's Messages form…
- [Multimodal Capabilities](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/multimodal-capabilities.md)
- [Function Calling](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/multimodal-capabilities/function-calling.md): Portkey's AI Gateway supports…
- [Image Generation](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/multimodal-capabilities/image-generation.md): Portkey's AI gateway supports…
- [Speech-to-Text](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/multimodal-capabilities/speech-to-text.md): Use Portkey's AI gateway to t…
- [Text-to-Speech](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/multimodal-capabilities/text-to-speech.md): Portkey's AI gateway currentl…
- [Thinking Mode](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/multimodal-capabilities/thinking-mode.md)
- [Vision](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/multimodal-capabilities/vision.md): Portkey's AI gateway supports…
- [Nitro Mode (Beta)](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/nitro-mode.md): Forward the request body dire…
- [Realtime API](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/realtime-api.md): Use OpenAI's Realtime API wit…
- [Remote MCP](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/remote-mcp.md): Portkey's AI gateway has MCP…
- [Request Timeouts](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/request-timeouts.md): Manage unpredictable LLM late…
- [Open Responses](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/responses-api.md): Use the Responses API with an…
- [Strict OpenAI Compliance](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/strict-open-ai-compliance.md)
- [Universal API](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/universal-api.md): One API for 200+ LLMs across…
- [Virtual Keys](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/virtual-keys.md): Virtual Keys have been migrat…
- [Connect Bedrock with Amazon Assumed Role](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/virtual-keys/bedrock-amazon-assumed-role.md): How to create a new integrati…
- [Budget Limits](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/virtual-keys/budget-limits.md): Budget Limits lets you set co…
- [Rate Limits](https://portkey-docs-guide-prompt-api.mintlify.site/product/ai-gateway/virtual-keys/rate-limits.md): Set Rate Limts to your Integr…
- [Enterprise Offering](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering.md)
- [Access Control Management](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/access-control-management.md): With customizable user roles,…
- [Audit Logs](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/audit-logs.md): Track and monitor all adminis…
- [Budget Limits](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/budget-limits.md)
- [Usage & Rate Limit Policies](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/budget-policies.md): Create fine-grained controls…
- [Enterprise Components](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/components.md)
- [KMS Integration](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/kms.md): Customers can bring their own…
- [Logs Export](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/logs-export.md)
- [Org Management](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/org-management.md): A high-level introduction to…
- [API Keys (AuthN and AuthZ)](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/org-management/api-keys-authn-and-authz.md): Discover how Admin and Worksp…
- [JWT Authentication](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/org-management/jwt.md): Configure JWT-based authentic…
- [Organizations](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/org-management/organizations.md): Understand the role and featu…
- [Azure Entra](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/org-management/scim/azure-ad.md): Setup Azure Entra for SCIM pr…
- [SCIM Group Management](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/org-management/scim/group-management.md): Map SCIM groups to Portkey wo…
- [Okta](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/org-management/scim/okta.md): Set up Okta for SCIM provisio…
- [Overview](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/org-management/scim/scim.md): SCIM integration with Portkey.
- [SSO](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/org-management/sso.md): SSO support for enterprises
- [User Roles & Permissions](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/org-management/user-roles-and-permissions.md): Learn about Portkey's compreh…
- [Workspaces](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/org-management/workspaces.md): Explore Workspaces, the sub-o…
- [Analytics Export](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/otel/analytics.md): Export Portkey analytics data…
- [Complete Logs Export](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/otel/complete-logs.md): Export complete LLM request/r…
- [OpenTelemetry(OTel) Export](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/otel/otel.md): Export Portkey data to OpenTe…
- [Secret References](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/secret-references.md): Reference secrets stored in e…
- [Security @ Portkey](https://portkey-docs-guide-prompt-api.mintlify.site/product/enterprise-offering/security-portkey.md): Portkey AI provides a secure,…
- [Guardrails](https://portkey-docs-guide-prompt-api.mintlify.site/product/guardrails.md): Ship to production confidentl…
- [Supported Endpoints & Capabilities](https://portkey-docs-guide-prompt-api.mintlify.site/product/guardrails/capabilities.md): Which endpoints, providers, i…
- [Creating Raw Guardrails (in JSON)](https://portkey-docs-guide-prompt-api.mintlify.site/product/guardrails/creating-raw-guardrails-in-json.md): With the raw Guardrails mode,…
- [Guardrails for Embedding Requests](https://portkey-docs-guide-prompt-api.mintlify.site/product/guardrails/embedding-guardrails.md): Apply security and data valid…
- [List of Guardrail Checks](https://portkey-docs-guide-prompt-api.mintlify.site/product/guardrails/list-of-guardrail-checks.md)
- [PII Redaction](https://portkey-docs-guide-prompt-api.mintlify.site/product/guardrails/pii-redaction.md): Replace any sensitive data in…
- [MCP](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp.md)
- [MCP Gateway](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway.md): Centralized authentication, a…
- [Team Provisioning](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway/access-control.md): Control which workspaces and…
- [MCP Advanced Configuration](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway/advanced-configuration.md): Control how the gateway authe…
- [Custom Auth](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway/authentication/custom-auth.md): Configure custom authenticati…
- [Bring Your Own Auth](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway/authentication/external-oauth.md): Use your own identity provide…
- [Forwarding Headers](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway/authentication/forwarding-headers.md): Pass headers from agent reque…
- [Identity Forwarding](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway/authentication/identity-forwarding.md): Pass authenticated user ident…
- [JWT Validation](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway/authentication/jwt.md): Validate JWTs from external i…
- [OAuth](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway/authentication/oauth.md): Portkey's built-in OAuth 2.1…
- [OAuth Client Metadata](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway/authentication/oauth-client-metadata.md): Customize OAuth client metada…
- [Authorization](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway/authorization.md): Control what users can access…
- [Circuit Breakers](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway/circuit-breakers.md): Automatic failure handling fo…
- [Add External MCP Servers](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway/external-mcp-servers.md): Connect third-party MCP serve…
- [Guardrails](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway/guardrails.md): Apply policies to MCP request…
- [Integrations](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway/integrations.md): Connect MCP servers to AI age…
- [Add Internal MCP Servers](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway/internal-mcp-servers.md): Add your internal MCP servers…
- [MCP Registry](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway/mcp-registry.md): Add, manage, and govern MCP s…
- [Observability](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway/observability.md): Log, monitor, and debug MCP i…
- [Quickstart](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway/quickstart.md): Add DeepWiki to Portkey MCP G…
- [Rate Limits](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway/rate-limits.md): Throttle requests per user, t…
- [Tool Provisioning](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway/tool-provisioning.md): Control which tools, resource…
- [Using MCP Servers](https://portkey-docs-guide-prompt-api.mintlify.site/product/mcp-gateway/using-mcp-servers.md): Connect to MCP servers from A…
- [Model Catalog](https://portkey-docs-guide-prompt-api.mintlify.site/product/model-catalog.md): A single pane to view and man…
- [Budget Limits](https://portkey-docs-guide-prompt-api.mintlify.site/product/model-catalog/budget-limits.md)
- [Connect Bedrock with Amazon Assumed Role](https://portkey-docs-guide-prompt-api.mintlify.site/product/model-catalog/connect-bedrock-with-amazon-assumed-role.md): How to create an integrate Be…
- [Adding Custom Models](https://portkey-docs-guide-prompt-api.mintlify.site/product/model-catalog/custom-models.md): Learn how to add custom and f…
- [Integrations](https://portkey-docs-guide-prompt-api.mintlify.site/product/model-catalog/integrations.md): Securely store and manage AI…
- [Overriding Model Details](https://portkey-docs-guide-prompt-api.mintlify.site/product/model-catalog/model-overrides.md): Learn how to set custom prici…
- [AI Model Provisioning](https://portkey-docs-guide-prompt-api.mintlify.site/product/model-catalog/model-provisioning.md)
- [Portkey Models](https://portkey-docs-guide-prompt-api.mintlify.site/product/model-catalog/portkey-models.md): Open-source pricing and confi…
- [Rate Limits](https://portkey-docs-guide-prompt-api.mintlify.site/product/model-catalog/rate-limits.md)
- [Workspace Provisioning](https://portkey-docs-guide-prompt-api.mintlify.site/product/model-catalog/workspace-provisioning.md)
- [Observability (OpenTelemetry)](https://portkey-docs-guide-prompt-api.mintlify.site/product/observability.md): Gain real-time insights, trac…
- [Analytics](https://portkey-docs-guide-prompt-api.mintlify.site/product/observability/analytics.md)
- [Auto-Instrumentation [BETA]](https://portkey-docs-guide-prompt-api.mintlify.site/product/observability/auto-instrumentation.md): Portkey's auto-instrumentatio…
- [Budget Limits](https://portkey-docs-guide-prompt-api.mintlify.site/product/observability/budget-limits.md)
- [Model Pricing and Cost Management](https://portkey-docs-guide-prompt-api.mintlify.site/product/observability/cost-management.md): Learn how Portkey handles pri…
- [Feedback](https://portkey-docs-guide-prompt-api.mintlify.site/product/observability/feedback.md): Portkey's Feedback APIs provi…
- [Filters](https://portkey-docs-guide-prompt-api.mintlify.site/product/observability/filters.md)
- [Logs](https://portkey-docs-guide-prompt-api.mintlify.site/product/observability/logs.md): The Logs section presents a c…
- [Logs Export](https://portkey-docs-guide-prompt-api.mintlify.site/product/observability/logs-export.md): Easily access your Portkey lo…
- [Metadata](https://portkey-docs-guide-prompt-api.mintlify.site/product/observability/metadata.md): Add custom context to your AI…
- [OpenTelemetry for LLM Observability](https://portkey-docs-guide-prompt-api.mintlify.site/product/observability/opentelemetry.md): Leverage OpenTelemetry with P…
- [Supported OTel Libraries](https://portkey-docs-guide-prompt-api.mintlify.site/product/observability/opentelemetry/list-of-supported-otel-instrumenters.md): Portkey works with any OpenTe…
- [Tracing](https://portkey-docs-guide-prompt-api.mintlify.site/product/observability/traces.md): The **Tracing** capabilities…
- [Open Source](https://portkey-docs-guide-prompt-api.mintlify.site/product/open-source.md)
- [Feature Comparison](https://portkey-docs-guide-prompt-api.mintlify.site/product/product-feature-comparison.md): Comparing Portkey's Open-sour…
- [Prompt Engineering Studio](https://portkey-docs-guide-prompt-api.mintlify.site/product/prompt-engineering-studio.md)
- [Prompt API](https://portkey-docs-guide-prompt-api.mintlify.site/product/prompt-engineering-studio/prompt-api.md): Learn how to integrate Portke…
- [Guides](https://portkey-docs-guide-prompt-api.mintlify.site/product/prompt-engineering-studio/prompt-guides.md): Learn how to get the most out…
- [Integrations](https://portkey-docs-guide-prompt-api.mintlify.site/product/prompt-engineering-studio/prompt-integration.md)
- [Prompt Library](https://portkey-docs-guide-prompt-api.mintlify.site/product/prompt-engineering-studio/prompt-library.md)
- [Prompt Observability](https://portkey-docs-guide-prompt-api.mintlify.site/product/prompt-engineering-studio/prompt-observability.md)
- [Prompt Partials](https://portkey-docs-guide-prompt-api.mintlify.site/product/prompt-engineering-studio/prompt-partial.md): With Prompt Partials, you can…
- [Prompt Playground](https://portkey-docs-guide-prompt-api.mintlify.site/product/prompt-engineering-studio/prompt-playground.md)
- [Prompt Versioning & Labels](https://portkey-docs-guide-prompt-api.mintlify.site/product/prompt-engineering-studio/prompt-versioning.md)
- [Tool Library](https://portkey-docs-guide-prompt-api.mintlify.site/product/prompt-engineering-studio/tool-library.md)
- [Model Pricing for Air-Gapped Deployments](https://portkey-docs-guide-prompt-api.mintlify.site/self-hosting/airgapped/model-pricing.md): Configure model pricing and c…
- [Cache Behavior](https://portkey-docs-guide-prompt-api.mintlify.site/self-hosting/cache-behavior.md): How the Gateway cache works:…
- [Enterprise Architecture](https://portkey-docs-guide-prompt-api.mintlify.site/self-hosting/hybrid-deployments/architecture.md): Comprehensive guide to Portke…
- [EKS](https://portkey-docs-guide-prompt-api.mintlify.site/self-hosting/hybrid-deployments/aws/eks.md): This enterprise-focused docum…
- [AWS Marketplace](https://portkey-docs-guide-prompt-api.mintlify.site/self-hosting/hybrid-deployments/aws/marketplace.md): This enterprise-focused docum…
- [ACA](https://portkey-docs-guide-prompt-api.mintlify.site/self-hosting/hybrid-deployments/azure/aca.md): This enterprise-focused docum…
- [AKS](https://portkey-docs-guide-prompt-api.mintlify.site/self-hosting/hybrid-deployments/azure/aks.md): This enterprise-focused docum…
- [GCP](https://portkey-docs-guide-prompt-api.mintlify.site/self-hosting/hybrid-deployments/gcp.md): This enterprise-focused docum…
- [Prometheus Metrics](https://portkey-docs-guide-prompt-api.mintlify.site/self-hosting/prometheus-metrics.md): Comprehensive monitoring and…
- [Common Errors & Resolutions](https://portkey-docs-guide-prompt-api.mintlify.site/support/common-errors-and-resolutions.md): Since Portkey functions as a…
- [Contact Us](https://portkey-docs-guide-prompt-api.mintlify.site/support/contact-us.md)
- [Developer Forum](https://portkey-docs-guide-prompt-api.mintlify.site/support/developer-forum.md): Are you navigating the challe…
- [December '23 Migration](https://portkey-docs-guide-prompt-api.mintlify.site/support/portkeys-december-migration.md)
- [Upgrade to Model Catalog](https://portkey-docs-guide-prompt-api.mintlify.site/support/upgrade-to-model-catalog.md): Learn how to upgrade to Model…

## OpenAPI Specs

- [openapi](https://raw.githubusercontent.com/Portkey-AI/openapi/refs/heads/master/openapi.yaml)
- [portkey-models](https://portkey-docs-guide-prompt-api.mintlify.site/openapi/portkey-models.json)