From 9cb3f759a90cb78939dfa43587295ed38f34dc88 Mon Sep 17 00:00:00 2001
From: Aaron Kao <kao@pinecone.io>
Date: Thu, 15 May 2025 22:09:33 -0700
Subject: [PATCH 1/3] Updated Pinecone info

---
 docs/tools/vdb_table/data/pinecone.json | 32 ++++++++++++-------------
 1 file changed, 16 insertions(+), 16 deletions(-)

diff --git a/docs/tools/vdb_table/data/pinecone.json b/docs/tools/vdb_table/data/pinecone.json
index 66a72cf7b..1e2426204 100644
--- a/docs/tools/vdb_table/data/pinecone.json
+++ b/docs/tools/vdb_table/data/pinecone.json
@@ -47,8 +47,8 @@
     "comment": ""
   },
   "multi_vec": {
-    "support": "none",
-    "source_url": "",
+    "support": "full",
+    "source_url": "https://community.pinecone.io/t/multiple-vector-representations-in-pinecone/362",
     "comment": ""
   },
   "sparse_vectors": {
@@ -57,23 +57,23 @@
     "comment": "Supports all sparse vectors, including BM25 and native support for SPLADE vectors"
   },
   "bm25": {
-    "support": "none",
-    "source_url": "",
+    "support": "full",
+    "source_url": "https://github.com/pinecone-io/pinecone-text",
     "comment": ""
   },
   "full_text": {
-    "support": "none",
-    "source_url": "",
+    "support": "full",
+    "source_url": "https://docs.pinecone.io/guides/search/lexical-search",
     "comment": ""
   },
   "embeddings_text": {
-    "support": "partial",
-    "source_url": "https://github.com/pinecone-io/canopy",
+    "support": "full",
+    "source_url": "https://docs.pinecone.io/models/overview",
     "comment": ""
   },
   "embeddings_image": {
-    "support": "none",
-    "source_url": "",
+    "support": "full",
+    "source_url": "https://docs.pinecone.io/models/overview",
     "comment": ""
   },
   "embeddings_structured": {
@@ -82,8 +82,8 @@
     "comment": ""
   },
   "rag": {
-    "support": "",
-    "source_url": "",
+    "support": "full",
+    "source_url": "https://www.pinecone.io/learn/retrieval-augmented-generation/",
     "comment": ""
   },
   "recsys": {
@@ -112,7 +112,7 @@
     "comment": "Includes free tier"
   },
   "in_process": {
-    "support": "none",
+    "support": "",
     "source_url": "",
     "comment": ""
   },
@@ -122,9 +122,9 @@
     "comment": "via namespaces"
   },
   "disk_index": {
-    "support": "",
-    "source_url": "",
-    "comment": ""
+    "support": "full",
+    "source_url": "https://www.pinecone.io/blog/evolving-pinecone-for-knowledgeable-ai/",
+    "comment": "Intelligent storage tiering between RAM, disk, and object storage"
   },
   "ephemeral": {
     "support": "none",

From 823c85c15a85928e326ce11a6ecddc32336d7f64 Mon Sep 17 00:00:00 2001
From: Aaron Kao <kao@pinecone.io>
Date: Thu, 29 May 2025 17:00:33 -0500
Subject: [PATCH 2/3] More updates

---
 docs/tools/vdb_table/data/pinecone.json | 14 +++++++-------
 1 file changed, 7 insertions(+), 7 deletions(-)

diff --git a/docs/tools/vdb_table/data/pinecone.json b/docs/tools/vdb_table/data/pinecone.json
index 1e2426204..44757c1f4 100644
--- a/docs/tools/vdb_table/data/pinecone.json
+++ b/docs/tools/vdb_table/data/pinecone.json
@@ -139,21 +139,21 @@
   "doc_size": {
     "bytes": 40000,
     "unlimited": false,
-    "source_url": "https://docs.pinecone.io/docs/limits",
-    "comment": ""
+    "source_url": "https://docs.pinecone.io/reference/api/database-limits#upsert-limits",
+    "comment": "This is the maximum metadata size per record; there is no limit on the size of documents from which you can create vectors."
   },
   "vector_dims": {
     "value": 20000,
     "unlimited": false,
-    "source_url": "https://docs.pinecone.io/docs/limits",
+    "source_url": "https://docs.pinecone.io/reference/api/database-limits#upsert-limits",
     "comment": ""
   },
   "index_types": {
     "value": [
-      "FreshDiskANN"
+      "Dynamic algorithm selection"
     ],
-    "source_url": "https://www.pinecone.io/blog/hnsw-not-enough/#:~:text=its%20similarities%20end.-,FreshDiskANN,-PGA%20is%20based",
-    "comment": "Proprietary variant of Microsoft's Vamana"
+    "source_url": "https://www.pinecone.io/blog/optimizing-pinecone/",
+    "comment": "Indexing strategy adapts to workload and data size, choosing lightweight projection-based algorithms for small datasets and more advanced partition or graph-based methods as data grows."
   },
   "github_stars": {
     "value": 0,
@@ -169,7 +169,7 @@
   },
   "pypi_downloads": {
     "value": 47744166,
-    "source_url": "https://pypi.org/project/pinecone-client/",
+    "source_url": "https://pypi.org/project/pinecone/",
     "comment": "",
     "value_90_days": 8701674
   },

From 3aeb027831d7ef137b45fcd3dbda2dc26ec158be Mon Sep 17 00:00:00 2001
From: Aaron Kao <kao@pinecone.io>
Date: Mon, 16 Jun 2025 21:22:46 -0400
Subject: [PATCH 3/3] Updating algorithm

---
 docs/tools/vdb_table/data/pinecone.json | 5 +++--
 1 file changed, 3 insertions(+), 2 deletions(-)

diff --git a/docs/tools/vdb_table/data/pinecone.json b/docs/tools/vdb_table/data/pinecone.json
index d233ff9a4..4714cb29d 100644
--- a/docs/tools/vdb_table/data/pinecone.json
+++ b/docs/tools/vdb_table/data/pinecone.json
@@ -150,10 +150,11 @@
   },
   "index_types": {
     "value": [
-      "Dynamic algorithm selection"
+      "Proprietary",
+      "IVF-PQ"
     ],
     "source_url": "https://www.pinecone.io/blog/optimizing-pinecone/",
-    "comment": "Indexing strategy adapts to workload and data size, choosing lightweight projection-based algorithms for small datasets and more advanced partition or graph-based methods as data grows."
+    "comment": "Dynamic algorithm (IVFPQ + Proprietary) selection based on workload and data size"
   },
   "github_stars": {
     "value": 0,