diff --git a/docs/tools/vdb_table/data/qdrant.json b/docs/tools/vdb_table/data/qdrant.json
index b221dfe92..f3bc45c54 100644
--- a/docs/tools/vdb_table/data/qdrant.json
+++ b/docs/tools/vdb_table/data/qdrant.json
@@ -25,7 +25,7 @@
     "source_url": "",
     "comment": ""
   },
-  "github_stars": 14700,
+  "github_stars": 15400,
   "vector_launch_year": 2021,
   "metadata_filter": {
     "support": "full",
@@ -73,7 +73,7 @@
     "comment": "via FastEmbed (Supported models: https://qdrant.github.io/fastembed/examples/Supported_Models/)"
   },
   "embeddings_image": {
-    "support": "",
+    "support": "none",
     "source_url": "",
     "comment": ""
   },
@@ -108,14 +108,14 @@
     "comment": ""
   },
   "pricing": {
-    "value": "",
-    "source_url": "",
+    "value": "Qdrant Pricing (free tier available)",
+    "source_url": "https://qdrant.tech/pricing/",
     "comment": ""
   },
   "in_process": {
-    "support": "none",
+    "support": "partial",
     "source_url": "",
-    "comment": ""
+    "comment": "only in Python SDK in-memory mode"
   },
   "multi_tenancy": {
     "support": "full",
@@ -144,8 +144,8 @@
     "comment": ""
   },
   "vector_dims": {
-    "value": 0,
-    "unlimited": true,
+    "value": 65536,
+    "unlimited": false,
     "source_url": "",
     "comment": ""
   }