From f868c7352c64aad4c2bcc34dc4769e80c7893782 Mon Sep 17 00:00:00 2001
From: Vahan Stepanyan <vahan.stepanyan@activeloop.ai>
Date: Wed, 29 Jan 2025 12:06:32 +0000
Subject: [PATCH 1/3] Updated BM25, text and hybrid search for Activeloop
 Deeplake

---
 docs/tools/vdb_table/data/activeloop.json | 16 ++++++++--------
 1 file changed, 8 insertions(+), 8 deletions(-)

diff --git a/docs/tools/vdb_table/data/activeloop.json b/docs/tools/vdb_table/data/activeloop.json
index 5384da8ee..8ad7c5d33 100644
--- a/docs/tools/vdb_table/data/activeloop.json
+++ b/docs/tools/vdb_table/data/activeloop.json
@@ -33,9 +33,9 @@
     "comment": ""
   },
   "hybrid_search": {
-    "support": "",
-    "source_url": "https://docs.activeloop.ai/performance-features/querying-datasets/query-syntax",
-    "comment": "While you can run embedding search + contains(text, 'keywoard') or multiple those (keyword search inside text tensor) since BM25 not available I wouldn't call a full hybrid search.  https://docs.activeloop.ai/performance-features/querying-datasets/query-syntax"
+    "support": "full",
+    "source_url": "https://docs.deeplake.ai/4.0/guide/rag/",
+    "comment": "BM25 with ANN"
   },
   "facets": {
     "support": "",
@@ -58,14 +58,14 @@
     "comment": "no native sparse vector support, although it supports all numpy arrays hence can also store sparse numpy arrays"
   },
   "bm25": {
-    "support": "none",
-    "source_url": "",
+    "support": "full",
+    "source_url": "https://docs.deeplake.ai/latest/",
     "comment": ""
   },
   "full_text": {
-    "support": "partial",
-    "source_url": "",
-    "comment": "you can search keywords with TQL `contains(...)` function"
+    "support": "full",
+    "source_url": "https://docs.deeplake.ai/4.0/guide/rag/",
+    "comment": "via Inverted Index and BM25"
   },
   "embeddings_text": {
     "support": "partial",

From e0258100e9e20dec75e4a765149a01e14eaf05bd Mon Sep 17 00:00:00 2001
From: Vahan Stepanyan <vahan.stepanyan@activeloop.ai>
Date: Fri, 31 Jan 2025 13:33:32 +0400
Subject: [PATCH 2/3] Update docs/tools/vdb_table/data/activeloop.json

Co-authored-by: Prashanth Rao <35005448+prrao87@users.noreply.github.com>
---
 docs/tools/vdb_table/data/activeloop.json | 2 +-
 1 file changed, 1 insertion(+), 1 deletion(-)

diff --git a/docs/tools/vdb_table/data/activeloop.json b/docs/tools/vdb_table/data/activeloop.json
index c48bb5dfc..0916fa424 100644
--- a/docs/tools/vdb_table/data/activeloop.json
+++ b/docs/tools/vdb_table/data/activeloop.json
@@ -59,7 +59,7 @@
   },
   "bm25": {
     "support": "full",
-    "source_url": "https://docs.deeplake.ai/latest/",
+    "source_url": "https://docs.deeplake.ai/latest/#key-features",
     "comment": ""
   },
   "full_text": {

From a0d67df9b14248360d22927e3cb2fbcd4a5d1792 Mon Sep 17 00:00:00 2001
From: Prashanth Rao <35005448+prrao87@users.noreply.github.com>
Date: Sat, 1 Feb 2025 16:07:24 -0500
Subject: [PATCH 3/3] Apply suggestions from code review

---
 docs/tools/vdb_table/data/activeloop.json | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/docs/tools/vdb_table/data/activeloop.json b/docs/tools/vdb_table/data/activeloop.json
index 0916fa424..9c0aa603a 100644
--- a/docs/tools/vdb_table/data/activeloop.json
+++ b/docs/tools/vdb_table/data/activeloop.json
@@ -34,7 +34,7 @@
   },
   "hybrid_search": {
     "support": "full",
-    "source_url": "https://docs.deeplake.ai/4.0/guide/rag/",
+    "source_url": "https://docs.deeplake.ai/latest/guide/rag/",
     "comment": "BM25 with ANN"
   },
   "facets": {
@@ -64,7 +64,7 @@
   },
   "full_text": {
     "support": "full",
-    "source_url": "https://docs.deeplake.ai/4.0/guide/rag/",
+    "source_url": "https://docs.deeplake.ai/latest/api/query/",
     "comment": "via Inverted Index and BM25"
   },
   "embeddings_text": {