diff --git a/packages/components/nodes/llms/Replicate/replicate.svg b/packages/components/nodes/llms/Replicate/replicate.svg
index 2e46453f8..a341b8805 100644
--- a/packages/components/nodes/llms/Replicate/replicate.svg
+++ b/packages/components/nodes/llms/Replicate/replicate.svg
@@ -1,7 +1,6 @@
-<svg version="1.1" xmlns="http://www.w3.org/2000/svg" xmlns:xlink="http://www.w3.org/1999/xlink" x="0px" y="0px" viewBox="0 0 1000 1000" class="logo" xml:space="preserve">
-  <g>
-    <polygon points="1000,427.6 1000,540.6 603.4,540.6 603.4,1000 477,1000 477,427.6 	"></polygon>
-    <polygon points="1000,213.8 1000,327 364.8,327 364.8,1000 238.4,1000 238.4,213.8 	"></polygon>
-    <polygon points="1000,0 1000,113.2 126.4,113.2 126.4,1000 0,1000 0,0 	"></polygon>
-  </g>
-</svg>
\ No newline at end of file
+<svg width="32" height="32" viewBox="0 0 32 32" fill="none" xmlns="http://www.w3.org/2000/svg">
+<rect width="32" height="32" fill="white"/>
+<path d="M6 27V6H26" stroke="black" stroke-width="3" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M11 27V11H26" stroke="black" stroke-width="3" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M16 27V16H26" stroke="black" stroke-width="3" stroke-linecap="round" stroke-linejoin="round"/>
+</svg>
diff --git a/packages/components/nodes/vectorstores/Faiss/faiss.svg b/packages/components/nodes/vectorstores/Faiss/faiss.svg
index 5a141679a..d56ad86b7 100644
--- a/packages/components/nodes/vectorstores/Faiss/faiss.svg
+++ b/packages/components/nodes/vectorstores/Faiss/faiss.svg
@@ -1,9 +1,9 @@
 <svg width="32" height="32" viewBox="0 0 32 32" fill="none" xmlns="http://www.w3.org/2000/svg">
-<path d="M6 10C6 10.5304 6.21071 11.0391 6.58579 11.4142C6.96086 11.7893 7.46957 12 8 12C8.53043 12 9.03914 11.7893 9.41421 11.4142C9.78929 11.0391 10 10.5304 10 10C10 9.46957 9.78929 8.96086 9.41421 8.58579C9.03914 8.21071 8.53043 8 8 8C7.46957 8 6.96086 8.21071 6.58579 8.58579C6.21071 8.96086 6 9.46957 6 10Z" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M5 10C5 10.7956 5.31607 11.5587 5.87868 12.1213C6.44129 12.6839 7.20435 13 8 13C8.79565 13 9.55871 12.6839 10.1213 12.1213C10.6839 11.5587 11 10.7956 11 10C11 9.20435 10.6839 8.44129 10.1213 7.87868C9.55871 7.31607 8.79565 7 8 7C7.20435 7 6.44129 7.31607 5.87868 7.87868C5.31607 8.44129 5 9.20435 5 10Z" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
 <path d="M20 19.5C20 20.163 20.2634 20.7989 20.7322 21.2678C21.2011 21.7366 21.837 22 22.5 22C23.163 22 23.7989 21.7366 24.2678 21.2678C24.7366 20.7989 25 20.163 25 19.5C25 18.837 24.7366 18.2011 24.2678 17.7322C23.7989 17.2634 23.163 17 22.5 17C21.837 17 21.2011 17.2634 20.7322 17.7322C20.2634 18.2011 20 18.837 20 19.5Z" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
 <path d="M19 8.5C19 9.42826 19.3687 10.3185 20.0251 10.9749C20.6815 11.6313 21.5717 12 22.5 12C23.4283 12 24.3185 11.6313 24.9749 10.9749C25.6313 10.3185 26 9.42826 26 8.5C26 7.57174 25.6313 6.6815 24.9749 6.02513C24.3185 5.36875 23.4283 5 22.5 5C21.5717 5 20.6815 5.36875 20.0251 6.02513C19.3687 6.6815 19 7.57174 19 8.5Z" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
 <path d="M5 23C5 24.0609 5.42143 25.0783 6.17157 25.8284C6.92172 26.5786 7.93913 27 9 27C10.0609 27 11.0783 26.5786 11.8284 25.8284C12.5786 25.0783 13 24.0609 13 23C13 21.9391 12.5786 20.9217 11.8284 20.1716C11.0783 19.4214 10.0609 19 9 19C7.93913 19 6.92172 19.4214 6.17157 20.1716C5.42143 20.9217 5 21.9391 5 23Z" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
 <path d="M13 22L20 20" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
-<path d="M9.5 11.5L20 18" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
-<path d="M10 9.5L18.5 8.5" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M10.5 12L20 18" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M11 9.5L18.5 8.5" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
 </svg>
diff --git a/packages/components/nodes/vectorstores/MongoDBAtlas/MongoDBSearchBase.ts b/packages/components/nodes/vectorstores/MongoDBAtlas/MongoDBSearchBase.ts
index 95930e4a0..9866f6a9c 100644
--- a/packages/components/nodes/vectorstores/MongoDBAtlas/MongoDBSearchBase.ts
+++ b/packages/components/nodes/vectorstores/MongoDBAtlas/MongoDBSearchBase.ts
@@ -31,7 +31,7 @@ export abstract class MongoDBSearchBase {
 
     protected constructor() {
         this.type = 'MongoDB Atlas'
-        this.icon = 'mongodb.png'
+        this.icon = 'mongodb.svg'
         this.category = 'Vector Stores'
         this.baseClasses = [this.type, 'VectorStoreRetriever', 'BaseRetriever']
         this.badge = 'DEPRECATING'
diff --git a/packages/components/nodes/vectorstores/OpenSearch/OpenSearch.ts b/packages/components/nodes/vectorstores/OpenSearch/OpenSearch.ts
index e3e18ce14..6be8977d2 100644
--- a/packages/components/nodes/vectorstores/OpenSearch/OpenSearch.ts
+++ b/packages/components/nodes/vectorstores/OpenSearch/OpenSearch.ts
@@ -24,7 +24,7 @@ class OpenSearch_VectorStores implements INode {
         this.name = 'openSearch'
         this.version = 1.0
         this.type = 'OpenSearch'
-        this.icon = 'opensearch.png'
+        this.icon = 'opensearch.svg'
         this.category = 'Vector Stores'
         this.description = `Upsert embedded data and perform similarity search upon query using OpenSearch, an open-source, all-in-one vector database`
         this.baseClasses = [this.type, 'VectorStoreRetriever', 'BaseRetriever']
diff --git a/packages/components/nodes/vectorstores/Pinecone/Pinecone.ts b/packages/components/nodes/vectorstores/Pinecone/Pinecone.ts
index 4ece4720a..4e6967bcf 100644
--- a/packages/components/nodes/vectorstores/Pinecone/Pinecone.ts
+++ b/packages/components/nodes/vectorstores/Pinecone/Pinecone.ts
@@ -25,7 +25,7 @@ class Pinecone_VectorStores implements INode {
         this.name = 'pinecone'
         this.version = 1.0
         this.type = 'Pinecone'
-        this.icon = 'pinecone.png'
+        this.icon = 'pinecone.svg'
         this.category = 'Vector Stores'
         this.description = `Upsert embedded data and perform similarity search upon query using Pinecone, a leading fully managed hosted vector database`
         this.baseClasses = [this.type, 'VectorStoreRetriever', 'BaseRetriever']
diff --git a/packages/components/nodes/vectorstores/Pinecone/pinecone.svg b/packages/components/nodes/vectorstores/Pinecone/pinecone.svg
index 524db03ad..ca0470540 100644
--- a/packages/components/nodes/vectorstores/Pinecone/pinecone.svg
+++ b/packages/components/nodes/vectorstores/Pinecone/pinecone.svg
@@ -1,12 +1,12 @@
 <svg width="32" height="32" viewBox="0 0 32 32" fill="none" xmlns="http://www.w3.org/2000/svg">
 <circle cx="14" cy="28" r="1.5" fill="black"/>
 <path d="M16 16L17 11M17 11L14 12.5M17 11L19 13.5" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
-<path d="M20 24.4749L21.95 27.6568M21.95 27.6568L23.0106 24.4749M21.95 27.6568L18.768 27.3033" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
-<path d="M22.475 12L25.657 10.1213M25.657 10.1213L22.475 9.06066M25.657 10.1213L25.3034 13.3033" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
-<path d="M12 10L9.72528 7.63619M9.72528 7.63619L9.22713 10.9531M9.72528 7.63619L12.9207 7.43775" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
-<path d="M9 23L6.42645 24.9676M6.42645 24.9676L6.64287 21.6205M6.42645 24.9676L9.50713 25.839" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
-<path d="M23.5 19L27 20M27 20L25.5 17M27 20L24.5 22" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
-<path d="M8.5 16.5L5 16M5 16L6.5 19M5 16L7.5 14" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M19.5 24L21.95 27.6568M21.95 27.6568L23.0106 24.4749M21.95 27.6568L18.768 27.3033" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M22 12.5L25.6516 10.1213M25.6516 10.1213L22.4696 9.06066M25.6516 10.1213L25.298 13.3033" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M12 10.4095L9.22528 7.54574M9.22528 7.54574L8.72713 10.8626M9.22528 7.54574L12.4207 7.3473" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M9.24639 22.7722L6.1657 25.2398M6.1657 25.2398L6.38213 21.8927M6.1657 25.2398L9.24639 26.1113" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M23 19L27 20M27 20L25.5 17M27 20L24.5 22" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
+<path d="M9 16.5L5 16M5 16L6.5 19M5 16L7.5 14" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
 <path d="M17.5 8L18.5 3M18.5 3L15.5 4.5M18.5 3L20.5 5.5" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
 <path d="M14.5 24L15.5 19M15.5 19L12.5 20.5M15.5 19L17.5 21.5" stroke="black" stroke-width="2" stroke-linecap="round" stroke-linejoin="round"/>
 </svg>