Documentation edits made through Mintlify web editor

17 files changed, 128 insertions, 751 deletions

diff --git a/apps/docs/api-reference/endpoints/add-new-content.mdx b/apps/docs/api-reference/endpoints/add-new-content.mdx
index 6bee3091..5ffab854 100644
--- a/apps/docs/api-reference/endpoints/add-new-content.mdx
+++ b/apps/docs/api-reference/endpoints/add-new-content.mdx
@@ -1,3 +1,3 @@
 ---
-openapi: post /v1/add
+openapi: post /add
 ---
\ No newline at end of file
diff --git a/apps/docs/api-reference/endpoints/create-space.mdx b/apps/docs/api-reference/endpoints/create-space.mdx
deleted file mode 100644
index 775d8786..00000000
--- a/apps/docs/api-reference/endpoints/create-space.mdx
+++ /dev/null
@@ -1,3 +0,0 @@
----
-openapi: post /spaces/create
----
\ No newline at end of file
diff --git a/apps/docs/api-reference/endpoints/get-current-user.mdx b/apps/docs/api-reference/endpoints/get-current-user.mdx
index fe057b1a..8de39072 100644
--- a/apps/docs/api-reference/endpoints/get-current-user.mdx
+++ b/apps/docs/api-reference/endpoints/get-current-user.mdx
@@ -1,3 +1,3 @@
 ---
-openapi: get /user
+openapi: get /session
 ---
\ No newline at end of file
diff --git a/apps/docs/api-reference/endpoints/get-user-spaces.mdx b/apps/docs/api-reference/endpoints/get-user-spaces.mdx
deleted file mode 100644
index 8b91a1e0..00000000
--- a/apps/docs/api-reference/endpoints/get-user-spaces.mdx
+++ /dev/null
@@ -1,3 +0,0 @@
----
-openapi: get /v1/user/spaces
----
\ No newline at end of file
diff --git a/apps/docs/api-reference/endpoints/import-notion-content.mdx b/apps/docs/api-reference/endpoints/import-notion-content.mdx
deleted file mode 100644
index 14ba2ba6..00000000
--- a/apps/docs/api-reference/endpoints/import-notion-content.mdx
+++ /dev/null
@@ -1,3 +0,0 @@
----
-openapi: get /v1/integrations/notion/import
----
\ No newline at end of file
diff --git a/apps/docs/api-reference/endpoints/list-memories.mdx b/apps/docs/api-reference/endpoints/list-memories.mdx
deleted file mode 100644
index 82f2cdf7..00000000
--- a/apps/docs/api-reference/endpoints/list-memories.mdx
+++ /dev/null
@@ -1,3 +0,0 @@
----
-openapi: get /memories
----
\ No newline at end of file
diff --git a/apps/docs/api-reference/endpoints/list-spaces.mdx b/apps/docs/api-reference/endpoints/list-spaces.mdx
deleted file mode 100644
index 23f1cee9..00000000
--- a/apps/docs/api-reference/endpoints/list-spaces.mdx
+++ /dev/null
@@ -1,3 +0,0 @@
----
-openapi: get /spaces
----
\ No newline at end of file
diff --git a/apps/docs/api-reference/endpoints/search-content.mdx b/apps/docs/api-reference/endpoints/search-content.mdx
index 03788e9c..ea2f8389 100644
--- a/apps/docs/api-reference/endpoints/search-content.mdx
+++ b/apps/docs/api-reference/endpoints/search-content.mdx
@@ -1,3 +1,3 @@
 ---
-openapi: post /v1/search
+openapi: post /search
 ---
\ No newline at end of file
diff --git a/apps/docs/api-reference/endpoints/search-fast.mdx b/apps/docs/api-reference/endpoints/search-fast.mdx
new file mode 100644
index 00000000..e4dd1947
--- /dev/null
+++ b/apps/docs/api-reference/endpoints/search-fast.mdx
@@ -0,0 +1,3 @@
+---
+openapi: post /fastsearch
+---
\ No newline at end of file
diff --git a/apps/docs/changelog/overview.mdx b/apps/docs/changelog/overview.mdx
index d7d818d9..d9cf59fe 100644
--- a/apps/docs/changelog/overview.mdx
+++ b/apps/docs/changelog/overview.mdx
@@ -9,4 +9,4 @@ mode: "center"
   - All endpoints have been updated to `/v1` for better versioning
   - Improved documentation and examples
   - Interactive [API Playground](https://docs.supermemory.ai/api-reference)
-</Update>
+</Update>
\ No newline at end of file
diff --git a/apps/docs/essentials/architecture.mdx b/apps/docs/essentials/architecture.mdx
deleted file mode 100644
index c23b74e2..00000000
--- a/apps/docs/essentials/architecture.mdx
+++ /dev/null
@@ -1,59 +0,0 @@
----
-title: "How Supermemory works"
-description: "A short guide to how Supermemory works"
-icon: "toolbox"
----
-
-Supermemory is a hosted service. This means that you don't need to worry about the infrastructure.
-
-but it's still good to know how it works.
-
-![Diagram](https://camo.githubusercontent.com/d6049c13d165a803aa0c6cbee9fc64fd4feafdfe51aecf47fc93c2f18b58e55a/68747470733a2f2f692e6468722e7774662f722f436c6970626f6172645f4a616e5f32302c5f323032355f61745f332e3531e280af504d2e706e67)
-
-Supermemory has three main modules, managed by [turborepo](https://turbo.build):
-
-#### `apps/web`: The main web UI.
-
-![image](https://camo.githubusercontent.com/5113555da016ca2621aac80b13d29dc0cd0aeaafc5296cf090ee1dd33264bf9b/68747470733a2f2f692e6468722e7774662f722f436c6970626f6172645f4a616e5f32302c5f323032355f61745f332e3139254532253830254146504d2e706e67)
-
-Built with:
-
-- [Remix](https://remix.run/)
-- [Hono](https://hono.dev/)
-- [authkit-remix-cloudflare by Supermemory](https://github.com/supermemory/authkit-remix-cloudflare)
-- [Drizzle ORM](https://drizzle.team/)
-- [TailwindCSS](https://tailwindcss.com)
-- [shadcn-ui](https://ui.shadcn.com)
-- And some other amazing open source projects like [Plate](https://platejs.org/) and [vaul](https://vaul.emilkowal.ski/)
-- Hosted on [Cloudflare Pages](https://pages.cloudflare.com/)
-
-#### `apps/extension`: Chrome extension
-
-The [chrome extension](https://supermemory.ai/extension) is one of the most important part of the setup, but is not required.This is to easily add pages to your memory.
-
-<img
-  width="290"
-  alt="image"
-  src="https://camo.githubusercontent.com/118b58b867eacccde8a316e6e791a1d095fc82d83489813b9d59549d673becf4/68747470733a2f2f692e6468722e7774662f722f436c6970626f6172645f4a616e5f32302c5f323032355f61745f342e3035e280af504d2e706e67"
-/>
-
-> please rate the extension to improve the rating 🙏.
-
-Built with:
-
-- [Extension JS](https://extension.js.org)
-- [TailwindCSS](https://tailwindcss.com)
-- [React](https://react.dev/)
-
-#### `apps/backend`: This module handles the vector store and AI response generation
-
-This is where the magic happens!
-Built with:
-
-- [Cloudflare Workers](https://workers.cloudflare.com/)
-- [Postgres + Pgvector with Pgvectorscale](https://github.com/timescale/pgvectorscale)
-- [Cloudflare Workflows](https://developers.cloudflare.com/queues/)
-- [R2 Object storage](https://developers.cloudflare.com/r2/)
-- [Markdowner by Supermemory](https://md.dhr.wtf)
-- [Cloudflare KV](https://developers.cloudflare.com/kv)
-- [mem0](https://app.mem0.ai)
diff --git a/apps/docs/essentials/distinguishing-users.mdx b/apps/docs/essentials/distinguishing-users.mdx
deleted file mode 100644
index 28c7167f..00000000
--- a/apps/docs/essentials/distinguishing-users.mdx
+++ /dev/null
@@ -1,86 +0,0 @@
----
-title: "Managing Multi-User Search Results"
-description: "Learn how to handle search results for different users in Supermemory"
-icon: "users"
----
-
-When building multi-user applications with Supermemory, you'll often need to manage data for different users accessing the same account. Here's everything you need to know about handling multi-user scenarios:
-
-## What are Spaces?
-
-Spaces are Supermemory's way of organizing and separating data for different users or groups. They help you:
-
-- Keep each user's data separate and organized
-- Group related content together
-- Manage access control efficiently
-- Scale your application to multiple users
-
-## How to Use Spaces
-
-**Creating Spaces**
-
-- Spaces are automatically provisioned when you use the `spaces` parameter
-- No separate setup or initialization needed
-- Example API call:
-
-```bash
-curl -X POST https://api.supermemory.ai/v1/add \
-  -H "Authorization: Bearer YOUR_API_KEY" \
-  -H "Content-Type: application/json" \
-  -d '{"content": "This is the content of my first memory.", "spaces": ["user1", "user2"]}'
-```
-
-## Manually Creating Spaces
-
-You can also manually create spaces by using the `/spaces/create` endpoint.
-
-```bash
-curl -X POST https://api.supermemory.ai/v1/spaces/create \
-  -H "Authorization: Bearer YOUR_API_KEY" \
-  -H "Content-Type: application/json" \
-  -d '{"spaceName": "user1", "isPublic": false}'
-```
-
-Creating a public space will make it globally accessible to all users. By default, spaces are private.
-
-## Retrieving Spaces
-
-You can retrieve all spaces for a user by using the `/spaces` endpoint.
-
-```bash
-curl -X GET https://api.supermemory.ai/v1/spaces/list \
-  -H "Authorization: Bearer YOUR_API_KEY"
-```
-
-## Moving a content to a Specific Space
-
-You can move a memory to a specific space by using the `space/addContent` endpoint and specifying the space id and the document id.
-
-```bash
-curl -X POST https://api.supermemory.ai/v1/space/addContent \
-  -H "Authorization: Bearer YOUR_API_KEY" \
-  -H "Content-Type: application/json" \
-  -d '{"spaceId": "123", "documentId": "456"}'
-```
-
-## Retrieving Content from a Specific Space
-
-You can retrieve content from a specific space by using the `/memories` endpoint and specifying the space id.
-
-```bash
-curl -X GET https://api.supermemory.ai/v1/memories \
-  -H "Authorization: Bearer YOUR_API_KEY" \
-  -H "Content-Type: application/json" \
-  -d '{"spaceId": "123"}'
-```
-
-This also means that you can augment multiple spaces together to create a more complex search.
-
-```bash
-curl -X GET https://api.supermemory.ai/v1/search \
-  -H "Authorization: Bearer YOUR_API_KEY" \
-  -H "Content-Type: application/json" \
-  -d '{"spaces": ["person", "project", "team"], "query": "my query"}'
-```
-
-This will filter only for memories that are in all three spaces - `person`, `project`, and `team`.
\ No newline at end of file
diff --git a/apps/docs/essentials/metadata-filtering.mdx b/apps/docs/essentials/metadata-filtering.mdx
new file mode 100644
index 00000000..3ac4e6a7
--- /dev/null
+++ b/apps/docs/essentials/metadata-filtering.mdx
@@ -0,0 +1,78 @@
+---
+title: "Managing Multi-User Search Results"
+description: "Learn how to handle search results for different users in Supermemory"
+icon: "users"
+---
+
+When building multi-user applications with Supermemory, you'll often need to manage data for different users accessing the same account.
+
+You might also want filters, like memories from **_multiple users_**, or in a certain **_time range_**, or products within a certain price category.
+
+You can do all this filtering using Supermemory's api.
+
+Here's a quick example
+
+```json [expandable]
+{
+    "AND": [
+        {
+            "filterType": "numeric",
+            "key": "timestamp",
+            "value": "1742745777",
+            "negate": false,
+            "numericOperator": ">"
+        },
+        {
+            "key": "group",
+            "value": "jira_users",
+            "negate": false
+        },
+        {
+            "OR": [
+                {
+                    "key": "team_name",
+                    "value": "engineering",
+                    "negate": false
+                },
+                {
+                    "key": "org_name",
+                    "value": "supermemory",
+                    "negate": false
+                }
+            ]
+        }
+    ]
+}
+```
+
+You can compose these conditions together to add filtering:
+
+- `AND`
+- `OR`
+- `numeric` (greater than / less than)
+
+Here's an example call:
+
+```bash
+curl --location 'https://v2.api.supermemory.ai/search' \
+--header 'x-api-key: supermemory_RXPx' \
+--header 'Content-Type: application/json' \
+--data '{
+    "q": "How to use teamcity to set up a project?",
+    "limit": 10,
+    "filters":  {
+                "AND": [
+                    {
+                        "key": "book",
+                        "value": "maths",
+                        "negate": false
+                    },
+                    {
+                        "key": "author",
+                        "value": "r.d. sharma",
+                        "negate": false
+                    }
+                ]
+            }
+}'
+```
\ No newline at end of file
diff --git a/apps/docs/image.png b/apps/docs/image.png
new file mode 100644
index 00000000..a99caa14
--- /dev/null
+++ b/apps/docs/image.png
diff --git a/apps/docs/introduction.mdx b/apps/docs/introduction.mdx
index 5ed2e1f4..84e6117b 100644
--- a/apps/docs/introduction.mdx
+++ b/apps/docs/introduction.mdx
@@ -3,7 +3,7 @@ title: "Introduction"
 description: "Supermemory is the Memory API for the AI era."
 ---
 
-We built [Supermemory](https://supermemory.ai) and scaled the RAG system to 10,000,000+ documents and multiple thousands of users.
+We built [Supermemory](https://supermemory.ai) and scaled the RAG system to 10,000,000\+ documents and multiple thousands of users.
 We faced challenges. It turns out that building scalable, reliable, production-ready Memory layer is pretty hard.
 
 Introducing the Supermemory API. An _affordable_, _easy-to-use_, and _production-ready_ Memory API for the AI era.
@@ -13,15 +13,16 @@ Introducing the Supermemory API. An _affordable_, _easy-to-use_, and _production
   src="/images/hero-light.svg"
   alt="Hero Light"
 />
+
 <img
   className="hidden dark:block"
   src="/images/hero-dark.svg"
   alt="Hero Dark"
 />
 
-Trusted by Open source [8.5k+ stars](https://git.new/memory), one of the fastest [growing projects in Q3 2024](https://runacap.com/ross-index/q3-2024/), Product of the day on [ProductHunt](https://www.producthunt.com/posts/supermemory). 
+Trusted by Open source [9k\+ stars](https://git.new/memory), one of the fastest [growing projects in Q3 2024](https://runacap.com/ross-index/q3-2024/), Product of the day on [ProductHunt](https://www.producthunt.com/posts/supermemory).
 
-and thousands of you! 
+...and thousands of you\\!
 
 ## Why Supermemory?
 
@@ -33,24 +34,24 @@ and thousands of you!
   <Step title="Let's choose a vector database">
     <Warning>
       Found a vector database? good luck
+
       - Oh no, it's way too expensive. Time to switch.
       - Turns out it's painfully slow. Let's try another.
       - Great, now it won't scale. Back to square one.
       - The maintenance is a nightmare. Need something else.
     </Warning>
   </Step>
-
   <Step title="Now for the embedding model">
     <Note>
       Which one to choose? Unless you have a PhD in AI, good luck figuring out:
+
       - Which model fits your use case
       - What are the performance tradeoffs
       - How to keep up with new releases
     </Note>
   </Step>
-
   <Step title="Time to build the memory layer">
-    <CardGroup cols={2}>
+    <CardGroup cols="2">
       <Card title="Support multimodal">
         - Websites: How do you handle JavaScript? What about rate limits?
         - PDFs: OCR keeps failing, text extraction is inconsistent
@@ -58,7 +59,7 @@ and thousands of you!
         - Audio/Video: Transcription costs add up quickly
       </Card>
       <Card title="Handle everything">
-        - Multiple languages: Different models for each? 
+        - Multiple languages: Different models for each?
         - Various formats to parse: \
           • Markdown: Tables break everything \
           • HTML: Scripts and styles get in the way \
@@ -78,45 +79,33 @@ And in the middle of all this, you're wondering...
 
 If you are not a fan of reinventing the wheel, you can use Supermemory.
 
-<CardGroup cols={2}>
-  <Card
-    title="Affordable & Easy to Use"
-    icon="circle-check"
-    className="text-emerald-600"
-  >
+<CardGroup cols="2">
+  <Card title="Affordable & Easy to Use" icon="circle-check">
     <div className="text-emerald-700 space-y-1">
-      - Start for free, scale as you grow - Simple API, deploy in minutes - No
+    - Start for free, scale as you grow - Simple API, deploy in minutes - No
       complex setup or maintenance - Clear, predictable pricing
+
     </div>
   </Card>
-  <Card
-    title="Ready-made Connectors"
-    icon="circle-check"
-    className="text-emerald-600"
-  >
+  <Card title="Ready-made Connectors" icon="circle-check">
     <div className="text-emerald-700 space-y-1">
-      - Notion, Google Drive, Slack integration - Web scraping and PDF
+    - Notion, Google Drive, Slack integration - Web scraping and PDF
       processing - Email and calendar sync - Custom connector SDK
+
     </div>
   </Card>
-  <Card
-    title="Production Ready"
-    icon="circle-check"
-    className="text-emerald-600"
-  >
+  <Card title="Production Ready" icon="circle-check">
     <div className="text-emerald-700 space-y-1">
-      - Enterprise-grade security - Sub-200ms latency at scale - Automatic
+    - Enterprise-grade security - Sub-200ms latency at scale - Automatic
       failover and redundancy - 99.9% uptime guarantee
+
     </div>
   </Card>
-  <Card
-    title="Open Source & Trusted"
-    icon="circle-check"
-    className="text-emerald-600"
-  >
+  <Card title="Open Source & Trusted" icon="circle-check">
     <div className="text-emerald-700 space-y-1">
-      - Open source core - Active community - Regular security audits -
+    - Open source core - Active community - Regular security audits -
       Transparent development
+
     </div>
   </Card>
 </CardGroup>
@@ -127,24 +116,17 @@ Stop reinventing the wheel. Focus on building your product while we handle the m
 
 What can you do with Supermemory?
 
-<CardGroup cols={2}>
-  <Card
-    title="Chat with <X> app"
-    icon="message"
-  >
+<CardGroup cols="2">
+  <Card title="Chat with <X> app" icon="message">
     Quickly built chat apps like:
 
     • Chat with your Twitter bookmarks \
     • Interact with your PDF documents \
     • Chat with your company documentation \
     • Chat with your personal knowledge base
-    ... and more!
-
+    ... and more\\!
   </Card>
-  <Card
-    title="Smart search in your apps"
-    icon="magnifying-glass"
-  >
+  <Card title="Smart search in your apps" icon="magnifying-glass">
     Search things with AI:
 
     • Product recommendations \
@@ -152,12 +134,8 @@ What can you do with Supermemory?
     • Document similarity matching \
     • Content discovery systems \
     • Research paper analysis
-
   </Card>
-  <Card
-    title="Assistants and Agents"
-    icon="chart-line"
-  >
+  <Card title="Assistants and Agents" icon="chart-line">
     Assistants and Agents:
 
     • Email management \
@@ -165,17 +143,14 @@ What can you do with Supermemory?
     • Task prioritization \
     • Calendar organization \
     • Personal knowledge management
-
   </Card>
-    <Card
-    title="Import tools and integrations"
-    icon="toolbox"
-  >
+  <Card title="Import tools and integrations" icon="toolbox">
     You can contribute to supermemory by making community import tools. Examples:
 
     • Notion \
-    • <a href="https://www.icloud.com/shortcuts/55f0695258cd46e4aad1aba8a2a7d14b">IOS shortcuts</a> \
-    • YOUR app / service
+    • IOS shortcuts
 
+     \
+    • YOUR app / service
   </Card>
-</CardGroup>
+</CardGroup>
\ No newline at end of file
diff --git a/apps/docs/openapi.json b/apps/docs/openapi.json
index 1600761c..45d4402f 100644
--- a/apps/docs/openapi.json
+++ b/apps/docs/openapi.json
@@ -1,500 +1 @@
-{
-  "openapi": "3.0.0",
-  "info": {
-    "title": "Supermemory API",
-    "version": "1.0", 
-    "description": "API for Supermemory personal knowledge management system"
-  },
-  "servers": [
-    {
-      "url": "https://api.supermemory.ai/v1",
-      "description": "Supermemory Production API"
-    }
-  ],
-  "components": {
-    "securitySchemes": {
-      "bearerAuth": {
-        "type": "http",
-        "scheme": "bearer"
-      }
-    },
-    "schemas": {
-      "User": {
-        "type": "object",
-        "properties": {
-          "id": {
-            "type": "string"
-          },
-          "uuid": {
-            "type": "string"
-          },
-          "email": {
-            "type": "string"
-          },
-          "firstName": {
-            "type": "string"
-          },
-          "lastName": {
-            "type": "string"
-          },
-          "profilePictureUrl": {
-            "type": "string"
-          },
-          "hasOnboarded": {
-            "type": "boolean"
-          }
-        }
-      },
-      "Space": {
-        "type": "object",
-        "properties": {
-          "uuid": {
-            "type": "string"
-          },
-          "name": {
-            "type": "string"
-          },
-          "ownerId": {
-            "type": "string"
-          },
-          "isPublic": {
-            "type": "boolean"
-          },
-          "createdAt": {
-            "type": "string",
-            "format": "date-time"
-          },
-          "permissions": {
-            "type": "object",
-            "properties": {
-              "canRead": {
-                "type": "boolean"
-              },
-              "canEdit": {
-                "type": "boolean"
-              },
-              "isOwner": {
-                "type": "boolean"
-              }
-            }
-          }
-        }
-      },
-      "Document": {
-        "type": "object",
-        "properties": {
-          "uuid": {
-            "type": "string"
-          },
-          "content": {
-            "type": "string"
-          },
-          "type": {
-            "type": "string"
-          },
-          "url": {
-            "type": "string"
-          },
-          "title": {
-            "type": "string"
-          },
-          "createdAt": {
-            "type": "string",
-            "format": "date-time"
-          }
-        }
-      }
-    }
-  },
-  "paths": {
-    "/user": {
-      "get": {
-        "summary": "Get current user",
-        "security": [
-          {
-            "bearerAuth": []
-          }
-        ],
-        "responses": {
-          "200": {
-            "description": "User details",
-            "content": {
-              "application/json": {
-                "schema": {
-                  "$ref": "#/components/schemas/User"
-                }
-              }
-            }
-          },
-          "401": {
-            "description": "Unauthorized"
-          }
-        }
-      }
-    },
-    "/spaces": {
-      "get": {
-        "summary": "List spaces",
-        "security": [
-          {
-            "bearerAuth": []
-          }
-        ],
-        "responses": {
-          "200": {
-            "description": "List of spaces",
-            "content": {
-              "application/json": {
-                "schema": {
-                  "type": "object",
-                  "properties": {
-                    "spaces": {
-                      "type": "array",
-                      "items": {
-                        "$ref": "#/components/schemas/Space"
-                      }
-                    }
-                  }
-                }
-              }
-            }
-          }
-        }
-      }
-    },
-    "/spaces/create": {
-      "post": {
-        "summary": "Create space",
-        "security": [
-          {
-            "bearerAuth": []
-          }
-        ],
-        "requestBody": {
-          "required": true,
-          "content": {
-            "application/json": {
-              "schema": {
-                "type": "object",
-                "properties": {
-                  "spaceName": {
-                    "type": "string",
-                    "minLength": 1,
-                    "maxLength": 100
-                  },
-                  "isPublic": {
-                    "type": "boolean"
-                  }
-                }
-              }
-            }
-          }
-        },
-        "responses": {
-          "200": {
-            "description": "Space created"
-          },
-          "401": {
-            "description": "Unauthorized"
-          }
-        }
-      }
-    },
-    "/spaces/addContent": {
-      "post": {
-        "summary": "Add content to space",
-        "security": [
-          {
-            "bearerAuth": []
-          }
-        ],
-        "requestBody": {
-          "required": true,
-          "content": {
-            "application/json": {
-              "schema": {
-                "type": "object",
-                "properties": {
-                  "spaceId": {
-                    "type": "string"
-                  },
-                  "documentId": {
-                    "type": "string"
-                  }
-                },
-                "required": ["spaceId", "documentId"]
-              }
-            }
-          }
-        },
-        "responses": {
-          "200": {
-            "description": "Content added to space successfully"
-          },
-          "401": {
-            "description": "Unauthorized"
-          }
-        }
-      }
-    },
-    "/memories": {
-      "get": {
-        "summary": "List memories",
-        "security": [
-          {
-            "bearerAuth": []
-          }
-        ],
-        "parameters": [
-          {
-            "name": "start",
-            "in": "query",
-            "schema": {
-              "type": "integer",
-              "default": 0
-            }
-          },
-          {
-            "name": "count",
-            "in": "query",
-            "schema": {
-              "type": "integer",
-              "default": 10
-            }
-          },
-          {
-            "name": "spaceId",
-            "in": "query",
-            "schema": {
-              "type": "string"
-            }
-          }
-        ],
-        "responses": {
-          "200": {
-            "description": "List of memories",
-            "content": {
-              "application/json": {
-                "schema": {
-                  "type": "object",
-                  "properties": {
-                    "items": {
-                      "type": "array",
-                      "items": {
-                        "$ref": "#/components/schemas/Document"
-                      }
-                    },
-                    "total": {
-                      "type": "integer"
-                    }
-                  }
-                }
-              }
-            }
-          }
-        }
-      }
-    },
-    "/chat": {
-      "post": {
-        "summary": "Chat with memory assistant",
-        "security": [
-          {
-            "bearerAuth": []
-          }
-        ],
-        "requestBody": {
-          "required": true,
-          "content": {
-            "application/json": {
-              "schema": {
-                "type": "object",
-                "properties": {
-                  "messages": {
-                    "type": "array",
-                    "items": {
-                      "type": "object"
-                    }
-                  },
-                  "threadId": {
-                    "type": "string"
-                  }
-                }
-              }
-            }
-          }
-        },
-        "responses": {
-          "200": {
-            "description": "Chat response stream",
-            "content": {
-              "text/event-stream": {
-                "schema": {
-                  "type": "string"
-                }
-              }
-            }
-          }
-        }
-      }
-    },
-    "/v1/add": {
-      "post": {
-        "summary": "Add new content",
-        "security": [
-          {
-            "bearerAuth": []
-          }
-        ],
-        "requestBody": {
-          "required": true,
-          "content": {
-            "application/json": {
-              "schema": {
-                "type": "object",
-                "properties": {
-                  "content": {
-                    "type": "string",
-                    "minLength": 1
-                  },
-                  "spaces": {
-                    "type": "array",
-                    "maxItems": 5,
-                    "items": {
-                      "type": "string"
-                    }
-                  },
-                  "prefetched": {
-                    "type": "object",
-                    "properties": {
-                      "contentToVectorize": {
-                        "type": "string"
-                      },
-                      "contentToSave": {
-                        "type": "string"
-                      },
-                      "title": {
-                        "type": "string"
-                      },
-                      "type": {
-                        "type": "string"
-                      },
-                      "description": {
-                        "type": "string"
-                      },
-                      "ogImage": {
-                        "type": "string"
-                      }
-                    }
-                  }
-                }
-              }
-            }
-          }
-        },
-        "responses": {
-          "200": {
-            "description": "Content added successfully"
-          },
-          "400": {
-            "description": "Invalid request"
-          },
-          "401": {
-            "description": "Unauthorized"
-          }
-        }
-      }
-    },
-    "/search": {
-      "post": {
-        "summary": "Search content",
-        "security": [
-          {
-            "bearerAuth": []
-          }
-        ],
-        "requestBody": {
-          "required": true,
-          "content": {
-            "application/json": {
-              "schema": {
-                "type": "object",
-                "properties": {
-                  "query": {
-                    "type": "string",
-                    "minLength": 1
-                  },
-                  "limit": {
-                    "type": "number",
-                    "minimum": 1,
-                    "maximum": 50,
-                    "default": 10
-                  },
-                  "threshold": {
-                    "type": "number",
-                    "minimum": 0,
-                    "maximum": 1,
-                    "default": 0
-                  }
-                }
-              }
-            }
-          }
-        },
-        "responses": {
-          "200": {
-            "description": "Search results"
-          }
-        }
-      }
-    },
-    "/user/spaces": {
-      "get": {
-        "summary": "Get user spaces",
-        "security": [
-          {
-            "bearerAuth": []
-          }
-        ],
-        "responses": {
-          "200": {
-            "description": "List of user spaces"
-          },
-          "401": {
-            "description": "Unauthorized"
-          }
-        }
-      }
-    },
-    "/integrations/notion/import": {
-      "get": {
-        "summary": "Import Notion content",
-        "security": [
-          {
-            "bearerAuth": []
-          }
-        ],
-        "responses": {
-          "200": {
-            "description": "Stream of import progress",
-            "content": {
-              "text/event-stream": {
-                "schema": {
-                  "type": "string"
-                }
-              }
-            }
-          },
-          "401": {
-            "description": "Unauthorized"
-          }
-        }
-      }
-    }
-  },
-  "security": [
-    {
-      "bearerAuth": []
-    }
-  ]
-}
\ No newline at end of file
+{"openapi":"3.1.0","info":{"title":"Supermemory API","description":"best memory api on 🌍","version":"2.0.0"},"servers":[{"url":"http://localhost:3000","description":"Local Server"},{"url":"https://v2.api.supermemory.ai","description":"Production Server"}],"paths":{"/add":{"post":{"responses":{"200":{"description":"Memory added successfully","content":{"application/json":{"schema":{"type":"object","properties":{"id":{"type":"string"},"status":{"type":"string"}},"required":["id","status"]}}}},"401":{"description":"Unauthorized","content":{"application/json":{"schema":{"type":"object","properties":{"error":{"type":"string"},"details":{"type":"string"}},"required":["error"]}}}}},"operationId":"postAdd","tags":["Memory Management"],"parameters":[],"description":"Add a new memory with content and metadata","request":{"body":{"description":"Memory content and metadata","content":{"application/json":{"schema":{}}}}},"requestBody":{"content":{"application/json":{"schema":{"type":"object","properties":{"content":{"type":"string"},"metadata":{"type":"object","additionalProperties":{"anyOf":[{"type":"string"},{"type":"number"},{"type":"boolean"}]}},"spaceIds":{"type":"array","items":{"type":"string"}},"id":{"type":"string"}},"required":["content"]}}}}}},"/update/{id}":{"put":{"responses":{"200":{"description":"Memory updated successfully","content":{"application/json":{"schema":{"type":"object","properties":{"id":{"type":"string"},"status":{"type":"string"}},"required":["id","status"]}}}},"404":{"description":"Memory not found","content":{"application/json":{"schema":{"type":"object","properties":{"error":{"type":"string"},"details":{"type":"string"}},"required":["error"]}}}}},"operationId":"putUpdateById","tags":["Memory Management"],"parameters":[{"in":"path","name":"id","schema":{"type":"string"},"required":true}],"description":"Update an existing memory","request":{"params":{"description":"Memory ID","schema":{}},"body":{"description":"Updated memory content","content":{"application/json":{"schema":{}}}}},"requestBody":{"content":{"application/json":{"schema":{"type":"object","properties":{"content":{"type":"string"},"metadata":{"type":"object","additionalProperties":{"anyOf":[{"type":"string"},{"type":"number"},{"type":"boolean"}]}},"spaceIds":{"type":"array","items":{"type":"string"}}},"required":["content"]}}}}}},"/delete/{id}":{"delete":{"responses":{"200":{"description":"Memory deleted successfully","content":{"application/json":{"schema":{"type":"object","properties":{"success":{"type":"boolean"}},"required":["success"]}}}},"404":{"description":"Memory not found","content":{"application/json":{"schema":{"type":"object","properties":{"error":{"type":"string"},"details":{"type":"string"}},"required":["error"]}}}}},"operationId":"deleteDeleteById","tags":["Memory Management"],"parameters":[{"in":"path","name":"id","schema":{"type":"string"},"required":true}],"description":"Delete a memory","request":{"params":{"description":"Memory ID","schema":{}}}}},"/search":{"post":{"responses":{"200":{"description":"Search results","content":{"application/json":{"schema":{"type":"object","properties":{"results":{"type":"array","items":{"type":"object","properties":{"documentId":{"type":"string"},"chunks":{"type":"array","items":{"type":"object","properties":{"content":{"type":"string"},"isRelevant":{"type":"boolean"}},"required":["content","isRelevant"]}},"score":{"type":"number"}},"required":["documentId","chunks","score"]}}},"required":["results"]}}}},"400":{"description":"Invalid request parameters","content":{"application/json":{"schema":{"type":"object","properties":{"error":{"type":"string"},"details":{"type":"string"}},"required":["error"]}}}},"500":{"description":"Server error","content":{"application/json":{"schema":{"type":"object","properties":{"error":{"type":"string"},"details":{"type":"string"}},"required":["error"]}}}}},"operationId":"postSearch","tags":["Search"],"parameters":[],"description":"Search through documents with metadata filtering","request":{"body":{"description":"Search parameters","content":{"application/json":{"schema":{}}}}},"requestBody":{"content":{"application/json":{"schema":{"type":"object","properties":{"q":{"type":"string","minLength":1},"limit":{"type":"integer","exclusiveMinimum":0,"default":10},"filters":{"anyOf":[{"type":"object","properties":{"OR":{"type":"array","items":{}},"AND":{"type":"array","items":{}}}},{"type":"object","additionalProperties":{}}]},"chunkSize":{"type":"integer","exclusiveMinimum":0,"default":3},"minScore":{"type":"number","minimum":0,"maximum":1,"default":0.5}},"required":["q"]}}}}}},"/fastsearch":{"get":{"responses":{"200":{"description":"Fast search results","content":{"application/json":{"schema":{"type":"object","properties":{"results":{"type":"array","items":{"type":"object","properties":{"id":{"type":"string"},"content":{"type":"string"},"similarity":{"type":"number"}},"required":["id","content","similarity"]}}},"required":["results"]}}}},"500":{"description":"Server error","content":{"application/json":{"schema":{"type":"object","properties":{"error":{"type":"string"},"details":{"type":"string"}},"required":["error"]}}}}},"operationId":"getFastsearch","tags":["Search"],"parameters":[{"in":"query","name":"q","schema":{"type":"string","minLength":1},"required":true},{"in":"query","name":"limit","schema":{"type":"string","pattern":"^\\d+$"},"required":false}],"description":"Fast, lossy search using quantized embeddings","request":{"query":{"description":"Search parameters","schema":{}}}}}},"components":{"schemas":{}}}
\ No newline at end of file
diff --git a/apps/docs/quickstart.mdx b/apps/docs/quickstart.mdx
index 7b3c37d3..87dc84ec 100644
--- a/apps/docs/quickstart.mdx
+++ b/apps/docs/quickstart.mdx
@@ -5,26 +5,18 @@ description: "Start using Supermemory API in under 5 minutes"
 
 To use the Supermemory API, you'll need:
 
-1. An API key (get one by signing up at [supermemory.ai](https://supermemory.ai))
+1. An API key (get one by signing up at https://dev.supermemory.ai )
 2. Basic understanding of REST APIs
 3. A tool to make HTTP requests (like curl, Postman, or your favorite programming language)
 
 <AccordionGroup>
-  <Accordion icon="key" title="Getting Your API Key">
-    1. Login into [supermemory.ai](https://supermemory.ai) and click on the "Add Memory" button
+  <Accordion title="Getting Your API Key" icon="key">
+    1. Login into https://dev.supermemory.ai and create an organization
+    2. Create an api key, copy and save it securely.
 
-    ![Login to Supermemory](/images/setup/1.png)
-
-    2. Click on "Integrations" in the navigation menu
-
-    ![Navigate to Add Memory](/images/setup/2.png)
-
-    3. You'll see your API key, you can copy it by clicking on the copy button
-
-    ![View API Key in Integrations](/images/setup/3.png)
+    ![image.png](/apps/docs/image.png)
 
     Keep your API key secure and never share it publicly. You'll need this key for authenticating all API requests.
-
   </Accordion>
 </AccordionGroup>
 
@@ -33,14 +25,14 @@ To use the Supermemory API, you'll need:
 All API requests should be made to:
 
 ```
-https://api.supermemory.ai/v1
+https://v2.api.supermemory.ai
 ```
 
 ## Add your first memory
 
 ```bash
-curl -X POST https://api.supermemory.ai/v1/add \
-  -H "Authorization: Bearer YOUR_API_KEY" \
+curl -X POST https://v2.api.supermemory.ai/add \
+  -H "x-api-key: YOUR_API_KEY" \
   -H "Content-Type: application/json" \
   -d '{"content": "This is the content of my first memory."}'
 ```
@@ -52,24 +44,12 @@ Try it out in the [API Playground](/api-reference/endpoints/add-new-content)
 ## Search your memories
 
 ```bash
-curl -X GET https://api.supermemory.ai/v1/search \
+curl -X GET https://v2.api.supermemory.ai/search \
   -H "Authorization: Bearer YOUR_API_KEY" \
   -H "Content-Type: application/json" \
-  -d '{"query": "This is the content of my first memory."}'
+  -d '{"q": "This is the content of my first memory."}'
 ```
 
 Try it out in the [API Playground](/api-reference/endpoints/search-content)
 
-## Get your memories
-
-```bash
-curl -X GET https://api.supermemory.ai/v1/memories \
-  -H "Authorization: Bearer YOUR_API_KEY" \
-  -H "Content-Type: application/json"
-```
-
-This will return a list of all your memories.
-
-Try it out in the [API Playground](/api-reference/endpoints/list-memories)
-
-That's it! You've now added your first memory and searched for it.
+That's it\\! You've now added your first memory and searched for it.
\ No newline at end of file