diff --git a/server/utils/vectorDbProviders/chroma/index.js b/server/utils/vectorDbProviders/chroma/index.js
index 4a527ac7..cff592f7 100644
--- a/server/utils/vectorDbProviders/chroma/index.js
+++ b/server/utils/vectorDbProviders/chroma/index.js
@@ -212,6 +212,7 @@ const Chroma = {
       await DocumentVectors.bulkInsert(documentVectors);
       return true;
     } catch (e) {
+      console.error(e);
       console.error("addDocumentToNamespace", e.message);
       return false;
     }
diff --git a/server/utils/vectorDbProviders/lance/index.js b/server/utils/vectorDbProviders/lance/index.js
index aeb33534..23872ad7 100644
--- a/server/utils/vectorDbProviders/lance/index.js
+++ b/server/utils/vectorDbProviders/lance/index.js
@@ -212,6 +212,7 @@ const LanceDb = {
       await DocumentVectors.bulkInsert(documentVectors);
       return true;
     } catch (e) {
+      console.error(e);
       console.error("addDocumentToNamespace", e.message);
       return false;
     }
diff --git a/server/utils/vectorDbProviders/pinecone/index.js b/server/utils/vectorDbProviders/pinecone/index.js
index 91d97578..8d7ae7c6 100644
--- a/server/utils/vectorDbProviders/pinecone/index.js
+++ b/server/utils/vectorDbProviders/pinecone/index.js
@@ -172,6 +172,7 @@ const Pinecone = {
       await DocumentVectors.bulkInsert(documentVectors);
       return true;
     } catch (e) {
+      console.error(e);
       console.error("addDocumentToNamespace", e.message);
       return false;
     }
diff --git a/server/utils/vectorDbProviders/qdrant/QDRANT_SETUP.md b/server/utils/vectorDbProviders/qdrant/QDRANT_SETUP.md
new file mode 100644
index 00000000..cba039bd
--- /dev/null
+++ b/server/utils/vectorDbProviders/qdrant/QDRANT_SETUP.md
@@ -0,0 +1,17 @@
+# How to setup a local (or cloud) QDrant Vector Database
+
+[Get a QDrant Cloud instance](https://cloud.qdrant.io/).
+[Set up QDrant locally on Docker](https://github.com/qdrant/qdrant/blob/master/QUICK_START.md).
+
+Fill out the variables in the "Vector Database" tab of settings. Select Qdrant as your provider and fill out the appropriate fields
+with the information from either of the above steps.
+
+### How to get started _Development mode only_
+
+After setting up either the Qdrant cloud or local dockerized instance you just need to set these variable in `.env.development` or defined them at runtime via the UI.
+
+```
+# VECTOR_DB="qdrant"
+# QDRANT_ENDPOINT="https://<YOUR_CLOUD_INSTANCE_URL>.qdrant.io:6333"
+# QDRANT_API_KEY="abc...123xyz"
+```
diff --git a/server/utils/vectorDbProviders/qdrant/index.js b/server/utils/vectorDbProviders/qdrant/index.js
index 0dc39e79..eb122d9d 100644
--- a/server/utils/vectorDbProviders/qdrant/index.js
+++ b/server/utils/vectorDbProviders/qdrant/index.js
@@ -236,6 +236,7 @@ const QDrant = {
       await DocumentVectors.bulkInsert(documentVectors);
       return true;
     } catch (e) {
+      console.error(e);
       console.error("addDocumentToNamespace", e.message);
       return false;
     }