From 653c64b85b240f78607c42058734660082760472 Mon Sep 17 00:00:00 2001
From: James Briggs <35938317+jamescalam@users.noreply.github.com>
Date: Thu, 25 Jan 2024 09:06:02 +0100
Subject: [PATCH 1/3] Update pinecone.json

---
 docs/tools/vdb_table/data/pinecone.json | 62 ++++++++++++-------------
 1 file changed, 31 insertions(+), 31 deletions(-)

diff --git a/docs/tools/vdb_table/data/pinecone.json b/docs/tools/vdb_table/data/pinecone.json
index bbe06aa39..d827526ea 100644
--- a/docs/tools/vdb_table/data/pinecone.json
+++ b/docs/tools/vdb_table/data/pinecone.json
@@ -29,13 +29,13 @@
   "vector_launch_year": 2019,
   "metadata_filter": {
     "support": "full",
-    "source_url": "",
+    "source_url": "https://docs.pinecone.io/docs/metadata-filtering",
     "comment": ""
   },
   "hybrid_search": {
-    "support": "none",
-    "source_url": "",
-    "comment": ""
+    "support": "full",
+    "source_url": "https://docs.pinecone.io/docs/hybrid-search",
+    "comment": "Supports full hybrid search, including BM25 and native support for SPLADE vectors"
   },
   "facets": {
     "support": "none",
@@ -54,52 +54,52 @@
   },
   "sparse_vectors": {
     "support": "full",
-    "source_url": "",
-    "comment": ""
+    "source_url": "https://docs.pinecone.io/docs/hybrid-search",
+    "comment": "Supports all sparse vectors, including BM25 and native support for SPLADE vectors"
   },
   "bm25": {
-    "support": "none",
-    "source_url": "",
+    "support": "full",
+    "source_url": "https://docs.pinecone.io/docs/encode-sparse-vectors",
     "comment": ""
   },
   "full_text": {
-    "support": "none",
-    "source_url": "",
+    "support": "full",
+    "source_url": "https://github.com/pinecone-io/examples/blob/master/docs/semantic-search.ipynb",
     "comment": ""
   },
   "embeddings_text": {
-    "support": "none",
-    "source_url": "",
+    "support": "full",
+    "source_url": "https://github.com/pinecone-io/examples/blob/master/docs/semantic-search.ipynb",
     "comment": ""
   },
   "embeddings_image": {
-    "support": "none",
-    "source_url": "",
+    "support": "full",
+    "source_url": "https://github.com/pinecone-io/image-search-example",
     "comment": ""
   },
   "embeddings_structured": {
-    "support": "",
-    "source_url": "",
+    "support": "full",
+    "source_url": "https://github.com/pinecone-io/examples/blob/master/learn/search/question-answering/table-qa.ipynb",
     "comment": ""
   },
   "rag": {
-    "support": "",
-    "source_url": "",
+    "support": "full",
+    "source_url": "https://github.com/pinecone-io/examples/blob/master/docs/langchain-retrieval-augmentation.ipynb",
     "comment": ""
   },
   "recsys": {
-    "support": "",
-    "source_url": "",
+    "support": "full",
+    "source_url": "https://github.com/pinecone-io/recommender-example-typescript",
     "comment": ""
   },
   "langchain": {
     "support": "full",
-    "source_url": "",
+    "source_url": "https://github.com/pinecone-io/examples/blob/master/docs/langchain-retrieval-agent.ipynb",
     "comment": ""
   },
   "llamaindex": {
     "support": "full",
-    "source_url": "",
+    "source_url": "https://github.com/pinecone-io/examples/blob/master/learn/generation/llama-index/llama-index-intro.ipynb",
     "comment": ""
   },
   "managed_cloud": {
@@ -108,9 +108,9 @@
     "comment": ""
   },
   "pricing": {
-    "value": "",
-    "source_url": "",
-    "comment": ""
+    "value": "full",
+    "source_url": "https://www.pinecone.io/pricing/",
+    "comment": "Includes free tier"
   },
   "in_process": {
     "support": "none",
@@ -119,7 +119,7 @@
   },
   "multi_tenancy": {
     "support": "full",
-    "source_url": "",
+    "source_url": "https://docs.pinecone.io/docs/multitenancy",
     "comment": "via namespaces"
   },
   "disk_index": {
@@ -133,20 +133,20 @@
     "comment": ""
   },
   "sharding": {
-    "support": "",
-    "source_url": "",
+    "support": "full",
+    "source_url": "https://docs.pinecone.io/reference/create_index/",
     "comment": ""
   },
   "doc_size": {
     "bytes": 40000,
     "unlimited": false,
-    "source_url": "",
+    "source_url": "https://docs.pinecone.io/docs/limits",
     "comment": ""
   },
   "vector_dims": {
     "value": 20000,
     "unlimited": false,
-    "source_url": "",
+    "source_url": "https://docs.pinecone.io/docs/limits",
     "comment": ""
   }
-}
\ No newline at end of file
+}

From 4f1f556dd20548bd3338c31fc21ab452a68db102 Mon Sep 17 00:00:00 2001
From: James Briggs <35938317+jamescalam@users.noreply.github.com>
Date: Thu, 25 Jan 2024 09:28:59 +0100
Subject: [PATCH 2/3] Update pinecone.json

---
 docs/tools/vdb_table/data/pinecone.json | 10 +++++-----
 1 file changed, 5 insertions(+), 5 deletions(-)

diff --git a/docs/tools/vdb_table/data/pinecone.json b/docs/tools/vdb_table/data/pinecone.json
index d827526ea..c54de457f 100644
--- a/docs/tools/vdb_table/data/pinecone.json
+++ b/docs/tools/vdb_table/data/pinecone.json
@@ -63,22 +63,22 @@
     "comment": ""
   },
   "full_text": {
-    "support": "full",
-    "source_url": "https://github.com/pinecone-io/examples/blob/master/docs/semantic-search.ipynb",
+    "support": "none",
+    "source_url": "",
     "comment": ""
   },
   "embeddings_text": {
     "support": "full",
-    "source_url": "https://github.com/pinecone-io/examples/blob/master/docs/semantic-search.ipynb",
+    "source_url": "https://github.com/pinecone-io/canopy",
     "comment": ""
   },
   "embeddings_image": {
-    "support": "full",
+    "support": "",
     "source_url": "https://github.com/pinecone-io/image-search-example",
     "comment": ""
   },
   "embeddings_structured": {
-    "support": "full",
+    "support": "",
     "source_url": "https://github.com/pinecone-io/examples/blob/master/learn/search/question-answering/table-qa.ipynb",
     "comment": ""
   },

From c25a581c11cdc9a5240327221bf340e0a532f367 Mon Sep 17 00:00:00 2001
From: James Briggs <35938317+jamescalam@users.noreply.github.com>
Date: Mon, 29 Jan 2024 16:02:28 +0100
Subject: [PATCH 3/3] Update pinecone.json

---
 docs/tools/vdb_table/data/pinecone.json | 18 +++++++++---------
 1 file changed, 9 insertions(+), 9 deletions(-)

diff --git a/docs/tools/vdb_table/data/pinecone.json b/docs/tools/vdb_table/data/pinecone.json
index c54de457f..900d06406 100644
--- a/docs/tools/vdb_table/data/pinecone.json
+++ b/docs/tools/vdb_table/data/pinecone.json
@@ -58,8 +58,8 @@
     "comment": "Supports all sparse vectors, including BM25 and native support for SPLADE vectors"
   },
   "bm25": {
-    "support": "full",
-    "source_url": "https://docs.pinecone.io/docs/encode-sparse-vectors",
+    "support": "none",
+    "source_url": "",
     "comment": ""
   },
   "full_text": {
@@ -68,23 +68,23 @@
     "comment": ""
   },
   "embeddings_text": {
-    "support": "full",
+    "support": "partial",
     "source_url": "https://github.com/pinecone-io/canopy",
     "comment": ""
   },
   "embeddings_image": {
-    "support": "",
-    "source_url": "https://github.com/pinecone-io/image-search-example",
+    "support": "none",
+    "source_url": "",
     "comment": ""
   },
   "embeddings_structured": {
     "support": "",
-    "source_url": "https://github.com/pinecone-io/examples/blob/master/learn/search/question-answering/table-qa.ipynb",
+    "source_url": "",
     "comment": ""
   },
   "rag": {
-    "support": "full",
-    "source_url": "https://github.com/pinecone-io/examples/blob/master/docs/langchain-retrieval-augmentation.ipynb",
+    "support": "",
+    "source_url": "",
     "comment": ""
   },
   "recsys": {
@@ -134,7 +134,7 @@
   },
   "sharding": {
     "support": "full",
-    "source_url": "https://docs.pinecone.io/reference/create_index/",
+    "source_url": "https://docs.pinecone.io/docs/scaling-indexes#horizontal-scaling",
     "comment": ""
   },
   "doc_size": {