diff --git a/docs/tools/vdb_table/data/neo4j.json b/docs/tools/vdb_table/data/neo4j.json
index d762286c5..57cb53a57 100644
--- a/docs/tools/vdb_table/data/neo4j.json
+++ b/docs/tools/vdb_table/data/neo4j.json
@@ -14,27 +14,28 @@
     "comment": ""
   },
   "license": {
-    "value": "",
-    "source_url": "",
+    "value": "Proprietary",
+    "source_url": "https://neo4j.com/licensing/",
     "comment": ""
   },
   "dev_languages": {
     "value": [
-      ""
+      "java",
+      "scala"
     ],
     "source_url": "",
     "comment": ""
   },
-  "github_stars": 0,
-  "vector_launch_year": 0,
+  "github_stars": 12200,
+  "vector_launch_year": 2023,
   "metadata_filter": {
     "support": "full",
     "source_url": "",
     "comment": ""
   },
   "hybrid_search": {
-    "support": "none",
-    "source_url": "",
+    "support": "full",
+    "source_url": "https://github.com/langchain-ai/langchain/blob/db6f266d979215db37a1998f4de89ce83ddd3469/libs/community/langchain_community/vectorstores/neo4j_vector.py#L47-L63",
     "comment": ""
   },
   "facets": {
@@ -48,8 +49,8 @@
     "comment": ""
   },
   "multi_vec": {
-    "support": "none",
-    "source_url": "",
+    "support": "full",
+    "source_url": "https://neo4j.com/docs/cypher-manual/current/indexes/semantic-indexes/vector-indexes/",
     "comment": ""
   },
   "sparse_vectors": {
@@ -83,8 +84,8 @@
     "comment": ""
   },
   "rag": {
-    "support": "",
-    "source_url": "",
+    "support": "full",
+    "source_url": "https://neo4j.com/labs/apoc/5/ml/openai/",
     "comment": ""
   },
   "recsys": {
@@ -94,22 +95,22 @@
   },
   "langchain": {
     "support": "full",
-    "source_url": "",
+    "source_url": "https://python.langchain.com/docs/integrations/providers/neo4j",
     "comment": ""
   },
   "llamaindex": {
     "support": "full",
-    "source_url": "",
+    "source_url": "https://docs.llamaindex.ai/en/stable/examples/index_structs/knowledge_graph/Neo4jKGIndexDemo.html",
     "comment": ""
   },
   "managed_cloud": {
     "support": "full",
-    "source_url": "",
-    "comment": ""
+    "source_url": "https://neo4j.com/cloud/platform/aura-graph-database/",
+    "comment": "Neo4j Aura"
   },
   "pricing": {
     "value": "",
-    "source_url": "",
+    "source_url": "https://neo4j.com/pricing/",
     "comment": ""
   },
   "in_process": {
@@ -128,25 +129,25 @@
     "comment": ""
   },
   "ephemeral": {
-    "support": "",
+    "support": "none",
     "source_url": "",
     "comment": ""
   },
   "sharding": {
-    "support": "",
+    "support": "none",
     "source_url": "",
     "comment": ""
   },
   "doc_size": {
     "bytes": 0,
-    "unlimited": false,
+    "unlimited": true,
     "source_url": "",
     "comment": ""
   },
   "vector_dims": {
-    "value": 0,
+    "value": 2048,
     "unlimited": false,
     "source_url": "",
-    "comment": ""
+    "comment": "Expecting an increase to 4096"
   }
 }
\ No newline at end of file
diff --git a/docs/tools/vdb_table/vendor.schema.json b/docs/tools/vdb_table/vendor.schema.json
index 4b754171e..16ce2827d 100644
--- a/docs/tools/vdb_table/vendor.schema.json
+++ b/docs/tools/vdb_table/vendor.schema.json
@@ -85,6 +85,7 @@
               "c#",
               "go",
               "java",
+              "scala",
               "rust",
               "typescript",
               "not known"