4 files changed, 8 insertions, 25 deletions
diff --git a/apps/docs/ai-sdk/examples.mdx b/apps/docs/ai-sdk/examples.mdx
index a0827e6c..cb2b1a7f 100644
--- a/apps/docs/ai-sdk/examples.mdx
+++ b/apps/docs/ai-sdk/examples.mdx
@@ -101,9 +101,7 @@ export async function POST(request: Request) {
     model: openai('gpt-4-turbo'),
     messages,
     tools: supermemoryTools(process.env.SUPERMEMORY_API_KEY!, {
-      headers: {
-        'x-sm-user-id': customerId
-      }
+      containerTags: [customerId]
     }),
     system: `You are a customer support agent. Before responding to any query:
     1. Search for the customer's previous interactions and issues
@@ -192,10 +190,7 @@ export async function POST(request: Request) {
     model: anthropic('claude-3-haiku-20240307'),
     messages,
     tools: supermemoryTools(process.env.SUPERMEMORY_API_KEY!, {
-      headers: {
-        'x-sm-user-id': userId,
-        'x-sm-conversation-id': `course-${courseId}`
-      }
+      containerTags: [userId]
     }),
     system: `You are a learning assistant. Help students with their coursework by:
     1. Remembering their learning progress and struggles
@@ -230,9 +225,7 @@ export async function POST(request: Request) {
     model: openai('gpt-4-turbo'),
     messages,
     tools: supermemoryTools(process.env.SUPERMEMORY_API_KEY!, {
-      headers: {
-        'x-sm-conversation-id': projectId
-      }
+      containerTags: [projectId]
     }),
     system: `You are a research assistant. You can:
     1. Search through uploaded research papers and documents
diff --git a/apps/docs/cookbook/ai-sdk-integration.mdx b/apps/docs/cookbook/ai-sdk-integration.mdx
index 1bf217af..9bde2f42 100644
--- a/apps/docs/cookbook/ai-sdk-integration.mdx
+++ b/apps/docs/cookbook/ai-sdk-integration.mdx
@@ -100,10 +100,7 @@ export async function POST(request: Request) {
     model: openai('gpt-4-turbo'),
     messages,
     tools: supermemoryTools(process.env.SUPERMEMORY_API_KEY!, {
-      headers: {
-        'x-sm-user-id': customerId,
-        'x-sm-conversation-id': 'customer-support'
-      }
+      containerTags: [customerId]
     }),
     system: `You are a customer support agent. Before responding to any query:
     1. Search for the customer's previous interactions and issues
@@ -192,10 +189,7 @@ export async function POST(request: Request) {
     model: anthropic('claude-3-haiku-20240307'),
     messages,
     tools: supermemoryTools(process.env.SUPERMEMORY_API_KEY!, {
-      headers: {
-        'x-sm-user-id': userId,
-        'x-sm-conversation-id': `course-${courseId}`
-      }
+      containerTags: [userId]
     }),
     system: `You are a learning assistant. Help students with their coursework by:
     1. Remembering their learning progress and struggles
@@ -230,9 +224,7 @@ export async function POST(request: Request) {
     model: openai('gpt-4-turbo'),
     messages,
     tools: supermemoryTools(process.env.SUPERMEMORY_API_KEY!, {
-      headers: {
-        'x-sm-conversation-id': projectId
-      }
+      containerTags: [projectId]
     }),
     system: `You are a research assistant. You can:
     1. Search through uploaded research papers and documents
diff --git a/apps/docs/cookbook/personal-assistant.mdx b/apps/docs/cookbook/personal-assistant.mdx
index edaeed83..db999100 100644
--- a/apps/docs/cookbook/personal-assistant.mdx
+++ b/apps/docs/cookbook/personal-assistant.mdx
@@ -627,9 +627,7 @@ Check that memories are being stored properly:
    ```typescript
    // Always use user-specific container tags
    const tools = supermemoryTools(apiKey, {
-     headers: {
-       'x-sm-user-id': userId
-     }
+     containerTags: [userId]
    })
    ```
 
diff --git a/apps/docs/memory-api/sdks/openai-plugins.mdx b/apps/docs/memory-api/sdks/openai-plugins.mdx
index 2fb0a789..6550cee3 100644
--- a/apps/docs/memory-api/sdks/openai-plugins.mdx
+++ b/apps/docs/memory-api/sdks/openai-plugins.mdx
@@ -142,7 +142,7 @@ tools = SupermemoryTools(
 import { supermemoryTools } from "@supermemory/tools/openai"
 
 const tools = supermemoryTools(process.env.SUPERMEMORY_API_KEY!, {
-  projectId: "your-project-id",
+  containerTags: ["your-user-id"],
   baseUrl: "https://custom-endpoint.com", // optional
 })
 ```