diff --git a/aigw/api-reference/admin-api/introduction.mdx b/aigw/api-reference/admin-api/introduction.mdx
index fffad83b..5d489e27 100644
--- a/aigw/api-reference/admin-api/introduction.mdx
+++ b/aigw/api-reference/admin-api/introduction.mdx
@@ -43,19 +43,6 @@ Once your resources are configured, you'll want to measure performance and usage
-### User and Workspace Administration
-
-Beyond resources and analytics, you'll need to manage who has access to your AI Gateway environment:
-
-
-
- Manage user accounts, permissions, and access. Send and manage user invitations.
-
-
- Create workspaces and manage team membership and permissions within workspaces.
-
-
-
## Authentication Strategy
Now that you understand what the Admin API can do, let's explore how to authenticate your requests. The AI Gateway uses a sophisticated access control system with two types of API keys, each designed for different use cases:
@@ -199,8 +186,8 @@ Now that you understand the Admin API ecosystem, authentication, and permissions
For developers looking to integrate with the Admin API, we provide a complete OpenAPI specification that you can use with your API development tools:
-
- Download the OpenAPI spec for the Admin API
+
+ A single specification covers both the gateway and the Admin API
## Need Support?
diff --git a/aigw/api-reference/inference-api/agentic-usage.mdx b/aigw/api-reference/inference-api/agentic-usage.mdx
index f8d40ff0..73c5f5c9 100644
--- a/aigw/api-reference/inference-api/agentic-usage.mdx
+++ b/aigw/api-reference/inference-api/agentic-usage.mdx
@@ -178,12 +178,6 @@ The skill source is available at: [github.com/portkey-ai/skills](https://github.
Contributions and feedback are welcome.
-
- Full Python SDK documentation
-
-
- Full TypeScript SDK documentation
-
View the skills source on GitHub
diff --git a/aigw/api-reference/inference-api/open-api-specification.mdx b/aigw/api-reference/inference-api/open-api-specification.mdx
index fcb264bb..e7321254 100644
--- a/aigw/api-reference/inference-api/open-api-specification.mdx
+++ b/aigw/api-reference/inference-api/open-api-specification.mdx
@@ -1,4 +1,4 @@
---
title: "OpenAPI Specification"
-url: "https://github.com/Portkey-AI/openapi"
+url: "https://github.com/PaloAltoNetworks/openapi"
---
diff --git a/aigw/changelog/data-service.mdx b/aigw/changelog/data-service.mdx
index dbd924d8..c92c2de7 100644
--- a/aigw/changelog/data-service.mdx
+++ b/aigw/changelog/data-service.mdx
@@ -291,7 +291,7 @@ rss: true
---
### Data exports
-- Added support for [Data exports](/api-reference/admin-api/data-plane/logs/log-exports-beta/start-a-log-export) for hybrid deployments.
+- Added support for Data exports for hybrid deployments.
### Fixes and Improvements
- Fixed issue with custom batches for small batch files
diff --git a/aigw/changelog/enterprise.mdx b/aigw/changelog/enterprise.mdx
index 71bd986e..5ee101b8 100644
--- a/aigw/changelog/enterprise.mdx
+++ b/aigw/changelog/enterprise.mdx
@@ -2662,7 +2662,7 @@ Added new condition keys for fine-grained budget and rate limit policies:
### Log Exports available on Data Plane
- Log exports are now available on Data Plane
-- Export logs without them being sent to Management Plane [Docs Link](/api-reference/admin-api/data-plane/logs/log-exports-beta)
+- Export logs without them being sent to Management Plane
- Please note that, `Dataservice` is required for log exports to work via Data Plane.
### Fixes And Improvements
diff --git a/aigw/integrations/cloud/azure.mdx b/aigw/integrations/cloud/azure.mdx
index 73a0aab0..23d80a5a 100644
--- a/aigw/integrations/cloud/azure.mdx
+++ b/aigw/integrations/cloud/azure.mdx
@@ -34,7 +34,7 @@ Bring any model deployed via Azure AI Studio (formerly AI Foundry) under the AI
Apply robust, configurable content moderation and PII detection to every AI request—no code changes required in your applications.
-
+
Developers can continue using familiar Microsoft tooling. The AI Gateway transparently adds value by handling routing, cost attribution, observability, and guardrails.
diff --git a/aigw/integrations/libraries.mdx b/aigw/integrations/libraries.mdx
index 58f5c057..5b343885 100644
--- a/aigw/integrations/libraries.mdx
+++ b/aigw/integrations/libraries.mdx
@@ -45,7 +45,7 @@ title: "Overview"
-
+
diff --git a/aigw/integrations/libraries/vercel.mdx b/aigw/integrations/libraries/vercel.mdx
index ddda2884..c0e64d73 100644
--- a/aigw/integrations/libraries/vercel.mdx
+++ b/aigw/integrations/libraries/vercel.mdx
@@ -410,7 +410,7 @@ const openai = createOpenAI({
-
+
## Using AI Providers & Model Catalog
diff --git a/aigw/integrations/llms/aws-sagemaker.mdx b/aigw/integrations/llms/aws-sagemaker.mdx
index 54dac28c..c3826b7a 100644
--- a/aigw/integrations/llms/aws-sagemaker.mdx
+++ b/aigw/integrations/llms/aws-sagemaker.mdx
@@ -133,10 +133,6 @@ curl https://aigw.portkey.ai/v1/endpoints/{endpoint_name}/invocations \
-
-Complete SDK documentation and API reference
-
-
Add metadata to your Sagemaker requests
diff --git a/aigw/integrations/llms/azure-foundry.mdx b/aigw/integrations/llms/azure-foundry.mdx
index bbef8f6a..007d5c94 100644
--- a/aigw/integrations/llms/azure-foundry.mdx
+++ b/aigw/integrations/llms/azure-foundry.mdx
@@ -607,10 +607,6 @@ The native `/v1/ocr` endpoint requires gateway version **2.18.0** or higher for
-
- Complete SDK documentation and API reference
-
-
-
-
You'll find more information in the relevant sections:
1. [Add metadata to your requests](/aigw/product/observability/metadata)
diff --git a/aigw/integrations/llms/bedrock/aws-bedrock.mdx b/aigw/integrations/llms/bedrock/aws-bedrock.mdx
index 7c0c3cbc..850c9e65 100644
--- a/aigw/integrations/llms/bedrock/aws-bedrock.mdx
+++ b/aigw/integrations/llms/bedrock/aws-bedrock.mdx
@@ -581,10 +581,6 @@ Integration is identical to standard Bedrock. Only the endpoint changes — set
## Next Steps
-The complete list of features supported in the SDK are available on the link below.
-
-
-
You'll find more information in the relevant sections:
1. [Add metadata to your requests](/aigw/product/observability/metadata)
diff --git a/aigw/integrations/llms/gemini.mdx b/aigw/integrations/llms/gemini.mdx
index 8b0e36e9..b0535147 100644
--- a/aigw/integrations/llms/gemini.mdx
+++ b/aigw/integrations/llms/gemini.mdx
@@ -1395,10 +1395,6 @@ You can edit generated images by continuing the conversation. Pass the image dat
-
-Complete SDK documentation and API reference
-
-
Add metadata to your Gemini requests
diff --git a/aigw/integrations/llms/oracle.mdx b/aigw/integrations/llms/oracle.mdx
index 8dca3d2a..4de3e97f 100644
--- a/aigw/integrations/llms/oracle.mdx
+++ b/aigw/integrations/llms/oracle.mdx
@@ -80,11 +80,6 @@ You can specify the API version using the `oracleApiVersion` parameter (defaults
## Next Steps
-The complete list of features supported in the SDK are available on the link below.
-
-
-
-
You'll find more information in the relevant sections:
1. [Add metadata to your requests](/aigw/product/observability/metadata)
diff --git a/aigw/integrations/llms/vertex-ai.mdx b/aigw/integrations/llms/vertex-ai.mdx
index 1c3d1bd0..8b45be2f 100644
--- a/aigw/integrations/llms/vertex-ai.mdx
+++ b/aigw/integrations/llms/vertex-ai.mdx
@@ -2344,10 +2344,6 @@ environment:
-
-Complete SDK documentation and API reference
-
-
Add metadata to your Vertex AI requests
diff --git a/aigw/integrations/tracing-providers/honeyhive.mdx b/aigw/integrations/tracing-providers/honeyhive.mdx
index fe05607a..a3667d4d 100644
--- a/aigw/integrations/tracing-providers/honeyhive.mdx
+++ b/aigw/integrations/tracing-providers/honeyhive.mdx
@@ -281,7 +281,6 @@ def call_openai():
- [HoneyHive Documentation](https://docs.honeyhive.ai)
- [AI Gateway Guide](/aigw/product/ai-gateway)
-- [AI Gateway Python SDK Reference](/api-reference/sdk)
For enterprise support and custom features, contact our [enterprise team](https://www.paloaltonetworks.com/ai-security/ai-gateway#:~:text=See%20Prisma%20AIRS%20AI%20Gateway%20in%20Action
diff --git a/aigw/integrations/tracing-providers/langfuse.mdx b/aigw/integrations/tracing-providers/langfuse.mdx
index 6320b237..67522f90 100644
--- a/aigw/integrations/tracing-providers/langfuse.mdx
+++ b/aigw/integrations/tracing-providers/langfuse.mdx
@@ -226,7 +226,6 @@ client = OpenAI(
- [Langfuse Documentation](https://langfuse.com/docs)
- [AI Gateway Guide](/aigw/product/ai-gateway)
-- [AI Gateway Python SDK Reference](/api-reference/sdk)
For enterprise support and custom features, contact our [enterprise team](https://www.paloaltonetworks.com/ai-security/ai-gateway#:~:text=See%20Prisma%20AIRS%20AI%20Gateway%20in%20Action
diff --git a/aigw/integrations/tracing-providers/langsmith.mdx b/aigw/integrations/tracing-providers/langsmith.mdx
index dbbf5fdf..d80f5b1a 100644
--- a/aigw/integrations/tracing-providers/langsmith.mdx
+++ b/aigw/integrations/tracing-providers/langsmith.mdx
@@ -182,7 +182,6 @@ If you're already using LangSmith with OpenAI, migrating to use the AI Gateway i
* [LangSmith Documentation](https://docs.smith.langchain.com/)
* [AI Gateway Guide](/aigw/product/ai-gateway)
-* [AI Gateway Python SDK Reference](/api-reference/sdk)
For enterprise support and custom features, contact our [enterprise team](https://www.paloaltonetworks.com/ai-security/ai-gateway#:~:text=See%20Prisma%20AIRS%20AI%20Gateway%20in%20Action
diff --git a/aigw/product/administration/enforce-workspace-budget-limts-and-rate-limits.mdx b/aigw/product/administration/enforce-workspace-budget-limts-and-rate-limits.mdx
index abffff75..3c6c7681 100644
--- a/aigw/product/administration/enforce-workspace-budget-limts-and-rate-limits.mdx
+++ b/aigw/product/administration/enforce-workspace-budget-limts-and-rate-limits.mdx
@@ -113,12 +113,6 @@ Use the Admin API to programmatically manage workspace budgets and rate limits.
- Rate limits support request- or token-based throttling with units `rpm` (per minute), `rph` (per hour), or `rpd` (per day).
-Learn more here:
-
-
-AI Gateway Workspace API documentation
-
-
## Availability
Workspace Budget Limits are available to AI Gateway Enterprise customers and select Pro users. To enable these features for your account, please contact [support@portkey.ai](mailto:support@portkey.ai).
diff --git a/aigw/product/ai-gateway.mdx b/aigw/product/ai-gateway.mdx
index 72778db1..e15d3e9b 100644
--- a/aigw/product/ai-gateway.mdx
+++ b/aigw/product/ai-gateway.mdx
@@ -68,7 +68,7 @@ description: The world's fastest AI Gateway with advanced routing & integrated G
Route requests to privately hosted or local models using custom host URLs
-
+
Call rerank, video, listen, and other provider paths through https://aigw.portkey.ai/v1/... with the same configs and logging as unified routes
diff --git a/aigw/product/ai-gateway/cache-simple-and-semantic.mdx b/aigw/product/ai-gateway/cache-simple-and-semantic.mdx
index 1889c3e0..917bccac 100644
--- a/aigw/product/ai-gateway/cache-simple-and-semantic.mdx
+++ b/aigw/product/ai-gateway/cache-simple-and-semantic.mdx
@@ -21,7 +21,7 @@ Cache LLM responses to serve requests up to **20x faster** and cheaper.
## Enable Cache
-Add `cache` to your [config object](/api-reference/config-object#cache-object-details):
+Add `cache` to your [config object](/aigw/api-reference/inference-api/config-object#cache-object-details):
@@ -162,7 +162,7 @@ To enable semantic caching on a self-hosted AI Gateway, configure the embedding
- Set the cache mode to `semantic` in your [config object](/api-reference/config-object#cache-object-details) for each LLM request:
+ Set the cache mode to `semantic` in your [config object](/aigw/api-reference/inference-api/config-object#cache-object-details) for each LLM request:
```json
{ "cache": { "mode": "semantic" } }
diff --git a/aigw/product/ai-gateway/messages-api.mdx b/aigw/product/ai-gateway/messages-api.mdx
index f671cb34..7766f713 100644
--- a/aigw/product/ai-gateway/messages-api.mdx
+++ b/aigw/product/ai-gateway/messages-api.mdx
@@ -849,7 +849,7 @@ curl https://aigw.portkey.ai/v1/messages \
## API Reference
-- [Messages](/api-reference/inference-api/anthropic-transform) — `POST /v1/messages`
+- Messages — `POST /v1/messages`
Anthropic specification
-
- AI Gateway Messages API reference
-
-
+
diff --git a/aigw/product/enterprise-offering/org-management/user-roles-and-permissions.mdx b/aigw/product/enterprise-offering/org-management/user-roles-and-permissions.mdx
index bacf946f..e147704d 100644
--- a/aigw/product/enterprise-offering/org-management/user-roles-and-permissions.mdx
+++ b/aigw/product/enterprise-offering/org-management/user-roles-and-permissions.mdx
@@ -98,6 +98,6 @@ Organisation Owners and Admins can configure access permissions for various reso
## Related Topics
-
+
diff --git a/aigw/product/enterprise-offering/org-management/workspaces.mdx b/aigw/product/enterprise-offering/org-management/workspaces.mdx
index 9e85869f..7b7bbe51 100644
--- a/aigw/product/enterprise-offering/org-management/workspaces.mdx
+++ b/aigw/product/enterprise-offering/org-management/workspaces.mdx
@@ -65,10 +65,6 @@ Once all resources have been removed, enter the workspace name in the confirmati
Workspace deletion is permanent and cannot be undone
-Alternatively you can also delete workspaces using the Admin API:
-
-
-
### Related Topics
diff --git a/aigw/product/observability/logs-export.mdx b/aigw/product/observability/logs-export.mdx
index ef857e8e..c961adb4 100644
--- a/aigw/product/observability/logs-export.mdx
+++ b/aigw/product/observability/logs-export.mdx
@@ -288,8 +288,6 @@ Here's a complete script that creates, starts, monitors, and downloads a log exp
### API reference
-For detailed API specifications, see the [Log Exports API reference](/api-reference/admin-api/data-plane/logs/log-exports-beta/create-a-log-export).
-
| Endpoint | Description |
|----------|-------------|
| `POST /v1/logs/exports` | Create a new export job |