feat(platform): Builder search history (#11457)

Preserve user searches in the new builder and cache search results for
more efficiency.
Search is saved, so the user can see their previous searches.

### Changes 🏗️

- Add `BuilderSearch` column&migration to save user search (with all
filters)
- Builder `db.py` now caches all search results using `@cached` and
returns paginated results, so following pages are returned much quicker
- Score and sort results
- Update models&routes
- Update frontend, so it works properly with modified endpoints
- Frontend: store `serachId` and use it for subsequent searches, so we
don't save partial searches (e.g. "b", "bl", ..., "block"). Search id is
reset when user clears the search field.
- Add clickable chips to the Suggestions builder tab
- Add `HorizontalScroll` component (chips use it)

### Checklist 📋

#### For code changes:
- [x] I have clearly listed my changes in the PR description
- [x] I have made a test plan
- [x] I have tested my changes according to the test plan:
  - [x] Search works and is cached
  - [x] Search sorts results
  - [x] Searches are preserved properly

---------

Co-authored-by: Reinier van der Leer <pwuts@agpt.co>

autogpt_platform/frontend/src/app/api/openapi.json

@@ -3662,7 +3662,18 @@
             "required": false,
             "schema": {
               "anyOf": [
-                { "type": "array", "items": { "type": "string" } },
+                {
+                  "type": "array",
+                  "items": {
+                    "enum": [
+                      "blocks",
+                      "integrations",
+                      "marketplace_agents",
+                      "my_agents"
+                    ],
+                    "type": "string"
+                  }
+                },
                 { "type": "null" }
               ],
               "title": "Filter"
@@ -8612,6 +8623,45 @@
         "required": ["name", "cron", "inputs"],
         "title": "ScheduleCreationRequest"
       },
+      "SearchEntry": {
+        "properties": {
+          "search_query": {
+            "anyOf": [{ "type": "string" }, { "type": "null" }],
+            "title": "Search Query"
+          },
+          "filter": {
+            "anyOf": [
+              {
+                "items": {
+                  "type": "string",
+                  "enum": [
+                    "blocks",
+                    "integrations",
+                    "marketplace_agents",
+                    "my_agents"
+                  ]
+                },
+                "type": "array"
+              },
+              { "type": "null" }
+            ],
+            "title": "Filter"
+          },
+          "by_creator": {
+            "anyOf": [
+              { "items": { "type": "string" }, "type": "array" },
+              { "type": "null" }
+            ],
+            "title": "By Creator"
+          },
+          "search_id": {
+            "anyOf": [{ "type": "string" }, { "type": "null" }],
+            "title": "Search Id"
+          }
+        },
+        "type": "object",
+        "title": "SearchEntry"
+      },
       "SearchResponse": {
         "properties": {
           "items": {
@@ -8625,6 +8675,7 @@
             "type": "array",
             "title": "Items"
           },
+          "search_id": { "type": "string", "title": "Search Id" },
           "total_items": {
             "additionalProperties": { "type": "integer" },
             "propertyNames": {
@@ -8638,11 +8689,10 @@
             "type": "object",
             "title": "Total Items"
           },
-          "page": { "type": "integer", "title": "Page" },
-          "more_pages": { "type": "boolean", "title": "More Pages" }
+          "pagination": { "$ref": "#/components/schemas/Pagination" }
         },
         "type": "object",
-        "required": ["items", "total_items", "page", "more_pages"],
+        "required": ["items", "search_id", "total_items", "pagination"],
         "title": "SearchResponse"
       },
       "SessionDetailResponse": {
@@ -9199,7 +9249,7 @@
             "title": "Otto Suggestions"
           },
           "recent_searches": {
-            "items": { "type": "string" },
+            "items": { "$ref": "#/components/schemas/SearchEntry" },
             "type": "array",
             "title": "Recent Searches"
           },