From 4c8ff9ef28efbdac76e824b335710b71c70d326b Mon Sep 17 00:00:00 2001
From: Dhravya Shah <dhravyashah@gmail.com>
Date: Thu, 8 Jan 2026 18:35:26 -0800
Subject: [PATCH] Update apps/docs/user-profiles/examples.mdx

Co-Authored-By: mintlify[bot] <109931778+mintlify[bot]@users.noreply.github.com>
---
 apps/docs/user-profiles/examples.mdx | 78 ++++++++++++++++++++--------
 1 file changed, 56 insertions(+), 22 deletions(-)

diff --git a/apps/docs/user-profiles/examples.mdx b/apps/docs/user-profiles/examples.mdx
index 452a456f..496f905f 100644
--- a/apps/docs/user-profiles/examples.mdx
+++ b/apps/docs/user-profiles/examples.mdx
@@ -20,10 +20,7 @@ async function handleChatMessage(userId: string, message: string) {
       'Authorization': `Bearer ${process.env.SUPERMEMORY_API_KEY}`,
       'Content-Type': 'application/json'
     },
-    body: JSON.stringify({ 
-      containerTag: userId,
-      threshold: 0.7
-    })
+    body: JSON.stringify({ containerTag: userId })
   });
 
   const { profile } = await profileResponse.json();
@@ -63,10 +60,7 @@ async def handle_chat_message(user_id: str, message: str):
             'Authorization': f'Bearer {os.getenv("SUPERMEMORY_API_KEY")}',
             'Content-Type': 'application/json'
         },
-        json={
-            'containerTag': user_id,
-            'threshold': 0.7
-        }
+        json={'containerTag': user_id}
     )
 
     profile = response.json()['profile']
@@ -115,7 +109,6 @@ async function getFullContext(userId: string, userQuery: string) {
     },
     body: JSON.stringify({
       containerTag: userId,
-      threshold: 0.7,
       q: userQuery  // Include the user's query
     })
   });
@@ -158,7 +151,6 @@ async def get_full_context(user_id: str, user_query: str):
         },
         json={
             'containerTag': user_id,
-            'threshold': 0.7,
             'q': user_query  # Include the user's query
         }
     )
@@ -188,6 +180,57 @@ Relevant Information:
 
 </CodeGroup>
 
+## Filtering with Threshold
+
+Use the optional `threshold` parameter to filter search results by relevance score:
+
+<CodeGroup>
+
+```typescript TypeScript
+async function getHighQualityContext(userId: string, userQuery: string) {
+  const response = await fetch('https://api.supermemory.ai/v4/profile', {
+    method: 'POST',
+    headers: {
+      'Authorization': `Bearer ${process.env.SUPERMEMORY_API_KEY}`,
+      'Content-Type': 'application/json'
+    },
+    body: JSON.stringify({
+      containerTag: userId,
+      threshold: 0.7,  // Only include high-confidence results
+      q: userQuery
+    })
+  });
+
+  const data = await response.json();
+  
+  // Only highly relevant memories are included
+  return data;
+}
+```
+
+```python Python
+async def get_high_quality_context(user_id: str, user_query: str):
+    response = requests.post(
+        'https://api.supermemory.ai/v4/profile',
+        headers={
+            'Authorization': f'Bearer {os.getenv("SUPERMEMORY_API_KEY")}',
+            'Content-Type': 'application/json'
+        },
+        json={
+            'containerTag': user_id,
+            'threshold': 0.7,  # Only include high-confidence results
+            'q': user_query
+        }
+    )
+
+    data = response.json()
+    
+    # Only highly relevant memories are included
+    return data
+```
+
+</CodeGroup>
+
 ## Separate Profile and Search
 
 For more control, you can call profile and search endpoints separately:
@@ -202,10 +245,7 @@ async function advancedContext(userId: string, query: string) {
         'Authorization': `Bearer ${process.env.SUPERMEMORY_API_KEY}`,
         'Content-Type': 'application/json'
       },
-      body: JSON.stringify({ 
-        containerTag: userId,
-        threshold: 0.7
-      })
+      body: JSON.stringify({ containerTag: userId })
     }),
     fetch('https://api.supermemory.ai/v3/search', {
       method: 'POST',
@@ -248,10 +288,7 @@ async function withUserProfile(req, res, next) {
         'Authorization': `Bearer ${process.env.SUPERMEMORY_API_KEY}`,
         'Content-Type': 'application/json'
       },
-      body: JSON.stringify({ 
-        containerTag: req.user.id,
-        threshold: 0.7
-      })
+      body: JSON.stringify({ containerTag: req.user.id })
     });
 
     req.userProfile = await response.json();
@@ -294,10 +331,7 @@ export async function POST(req: NextRequest) {
       'Authorization': `Bearer ${process.env.SUPERMEMORY_API_KEY}`,
       'Content-Type': 'application/json'
     },
-    body: JSON.stringify({ 
-      containerTag: userId,
-      threshold: 0.7
-    })
+    body: JSON.stringify({ containerTag: userId })
   });
 
   const { profile } = await profileRes.json();