diff --git a/.gitignore b/.gitignore
index 6f61acd2d..8a4133fc7 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,5 @@
 exported_docs.zip
 .nosqlbench/**
-.run/**
 workspaces/**
 workshop/**
 local/**
diff --git a/.run/cql_vector2__drop__E5-BASE-V2.run.xml b/.run/cql_vector2__drop__E5-BASE-V2.run.xml
new file mode 100644
index 000000000..9a93ad167
--- /dev/null
+++ b/.run/cql_vector2__drop__E5-BASE-V2.run.xml
@@ -0,0 +1,14 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="cql_vector2__drop__E5-BASE-V2" type="JarApplication" folderName="E5-BASE-V2">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nb5/target/nb5.jar" />
+    <option name="PROGRAM_PARAMETERS" value="cql_vector2_fvec astra_vectors.drop userfile=auth/userfile passfile=auth/passfile scb=auth/scb.zip --show-stacktraces dimensions=768 testsize=10000 trainsize=100000 datafile=intfloat_e5-base-v2 filetype=fvec table=e5_base_v2 similarity_function=cosine --add-labels &quot;dimensions:768,dataset=e5_base_v2&quot;" />
+    <option name="WORKING_DIRECTORY" value="$ProjectFileDir$/local/jvector" />
+    <option name="ALTERNATIVE_JRE_PATH" value="jdk21" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/cql_vector2__drop__E5-LARGE-V2.run.xml b/.run/cql_vector2__drop__E5-LARGE-V2.run.xml
new file mode 100644
index 000000000..b5f9173c7
--- /dev/null
+++ b/.run/cql_vector2__drop__E5-LARGE-V2.run.xml
@@ -0,0 +1,14 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="cql_vector2__drop__E5-LARGE-V2" type="JarApplication" folderName="E5-LARGE-V2">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nb5/target/nb5.jar" />
+    <option name="PROGRAM_PARAMETERS" value="cql_vector2_fvec astra_vectors.drop userfile=auth/userfile passfile=auth/passfile scb=auth/scb.zip --show-stacktraces dimensions=1024 testsize=10000 trainsize=100000 datafile=intfloat_e5-large-v2 filetype=fvec table=e5_large_v2 similarity_function=cosine --add-labels &quot;dimensions:1024,dataset=e5_large_v2&quot;" />
+    <option name="WORKING_DIRECTORY" value="$ProjectFileDir$/local/jvector" />
+    <option name="ALTERNATIVE_JRE_PATH" value="jdk21" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/cql_vector2__drop__E5-SMALL-MULI.run.xml b/.run/cql_vector2__drop__E5-SMALL-MULI.run.xml
new file mode 100644
index 000000000..584ac0098
--- /dev/null
+++ b/.run/cql_vector2__drop__E5-SMALL-MULI.run.xml
@@ -0,0 +1,14 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="cql_vector2__drop__E5-SMALL-MULI" type="JarApplication" folderName="E5-SMALL-MULI">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nb5/target/nb5.jar" />
+    <option name="PROGRAM_PARAMETERS" value="cql_vector2_fvec astra_vectors.drop userfile=auth/userfile passfile=auth/passfile scb=auth/scb.zip --show-stacktraces dimensions=384 testsize=10000 trainsize=100000 datafile=intfloat_multilingual-e5-small filetype=fvec table=e5_small_muli similarity_function=cosine --add-labels &quot;dimensions:384,dataset=e5_small_muli&quot;" />
+    <option name="WORKING_DIRECTORY" value="$ProjectFileDir$/local/jvector" />
+    <option name="ALTERNATIVE_JRE_PATH" value="jdk21" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/cql_vector2__drop__E5-SMALL-Q.run.xml b/.run/cql_vector2__drop__E5-SMALL-Q.run.xml
new file mode 100644
index 000000000..fdd0bd5da
--- /dev/null
+++ b/.run/cql_vector2__drop__E5-SMALL-Q.run.xml
@@ -0,0 +1,14 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="cql_vector2__drop__E5-SMALL-Q" type="JarApplication" folderName="E5-SMALL-Q-V2">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nb5/target/nb5.jar" />
+    <option name="PROGRAM_PARAMETERS" value="cql_vector2_fvec astra_vectors.drop userfile=auth/userfile passfile=auth/passfile scb=auth/scb.zip --show-stacktraces dimensions=384 testsize=10000 trainsize=100000 datafile=intfloat_e5-small-q-v2 filetype=fvec table=e5_small_q_v2 similarity_function=cosine --add-labels &quot;dimensions:384,dataset=e5_small_q_v2&quot;" />
+    <option name="WORKING_DIRECTORY" value="$ProjectFileDir$/local/jvector" />
+    <option name="ALTERNATIVE_JRE_PATH" value="jdk21" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/cql_vector2__drop__E5-SMALL-V2.run.xml b/.run/cql_vector2__drop__E5-SMALL-V2.run.xml
new file mode 100644
index 000000000..bc7ab91c2
--- /dev/null
+++ b/.run/cql_vector2__drop__E5-SMALL-V2.run.xml
@@ -0,0 +1,14 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="cql_vector2__drop__E5-SMALL-V2" type="JarApplication" folderName="E5-SMALL-V2">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nb5/target/nb5.jar" />
+    <option name="PROGRAM_PARAMETERS" value="cql_vector2_fvec astra_vectors.drop userfile=auth/userfile passfile=auth/passfile scb=auth/scb.zip --show-stacktraces dimensions=384 testsize=10000 trainsize=100000 datafile=intfloat_e5-small-v2 filetype=fvec table=e5_small similarity_function=cosine --add-labels &quot;dimensions:384,dataset=e5_small&quot;" />
+    <option name="WORKING_DIRECTORY" value="$ProjectFileDir$/local/jvector" />
+    <option name="ALTERNATIVE_JRE_PATH" value="jdk21" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/cql_vector2__schema__E5-BASE-V2.run.xml b/.run/cql_vector2__schema__E5-BASE-V2.run.xml
new file mode 100644
index 000000000..e140a15b3
--- /dev/null
+++ b/.run/cql_vector2__schema__E5-BASE-V2.run.xml
@@ -0,0 +1,14 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="cql_vector2__schema__E5-BASE-V2" type="JarApplication" folderName="E5-BASE-V2">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nb5/target/nb5.jar" />
+    <option name="PROGRAM_PARAMETERS" value="cql_vector2_fvec astra_vectors.schema userfile=auth/userfile passfile=auth/passfile scb=auth/scb.zip --show-stacktraces dimensions=768 testsize=10000 trainsize=100000 datafile=intfloat_e5-base-v2 filetype=fvec table=e5_base_v2 similarity_function=cosine --add-labels &quot;dimensions:768,dataset=e5_base_v2&quot;" />
+    <option name="WORKING_DIRECTORY" value="$ProjectFileDir$/local/jvector" />
+    <option name="ALTERNATIVE_JRE_PATH" value="jdk21" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/cql_vector2__schema__E5-LARGE-V2.run.xml b/.run/cql_vector2__schema__E5-LARGE-V2.run.xml
new file mode 100644
index 000000000..a011e6023
--- /dev/null
+++ b/.run/cql_vector2__schema__E5-LARGE-V2.run.xml
@@ -0,0 +1,14 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="cql_vector2__schema__E5-LARGE-V2" type="JarApplication" folderName="E5-LARGE-V2">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nb5/target/nb5.jar" />
+    <option name="PROGRAM_PARAMETERS" value="cql_vector2_fvec astra_vectors.schema userfile=auth/userfile passfile=auth/passfile scb=auth/scb.zip --show-stacktraces dimensions=1024 testsize=10000 trainsize=100000 datafile=intfloat_e5-large-v2 filetype=fvec table=e5_large_v2 similarity_function=cosine --add-labels &quot;dimensions:1024,dataset=e5_large_v2&quot;" />
+    <option name="WORKING_DIRECTORY" value="$ProjectFileDir$/local/jvector" />
+    <option name="ALTERNATIVE_JRE_PATH" value="jdk21" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/cql_vector2__schema__E5-SMALL-MULI.run.xml b/.run/cql_vector2__schema__E5-SMALL-MULI.run.xml
new file mode 100644
index 000000000..4ee8b8ed1
--- /dev/null
+++ b/.run/cql_vector2__schema__E5-SMALL-MULI.run.xml
@@ -0,0 +1,14 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="cql_vector2__schema__E5-SMALL-MULI" type="JarApplication" folderName="E5-SMALL-MULI">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nb5/target/nb5.jar" />
+    <option name="PROGRAM_PARAMETERS" value="cql_vector2_fvec astra_vectors.schema userfile=auth/userfile passfile=auth/passfile scb=auth/scb.zip --show-stacktraces dimensions=384 testsize=10000 trainsize=100000 datafile=intfloat_multilingual-e5-small filetype=fvec table=e5_small_muli similarity_function=cosine --add-labels &quot;dimensions:384,dataset=e5_small_muli&quot;" />
+    <option name="WORKING_DIRECTORY" value="$ProjectFileDir$/local/jvector" />
+    <option name="ALTERNATIVE_JRE_PATH" value="jdk21" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/cql_vector2__schema__E5-SMALL-Q.run.xml b/.run/cql_vector2__schema__E5-SMALL-Q.run.xml
new file mode 100644
index 000000000..252daaf96
--- /dev/null
+++ b/.run/cql_vector2__schema__E5-SMALL-Q.run.xml
@@ -0,0 +1,14 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="cql_vector2__schema__E5-SMALL-Q" type="JarApplication" folderName="E5-SMALL-Q-V2">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nb5/target/nb5.jar" />
+    <option name="PROGRAM_PARAMETERS" value="cql_vector2_fvec astra_vectors.schema userfile=auth/userfile passfile=auth/passfile scb=auth/scb.zip --show-stacktraces dimensions=384 testsize=10000 trainsize=100000 datafile=intfloat_e5-small-q-v2 filetype=fvec table=e5_small_q_v2 similarity_function=cosine --add-labels &quot;dimensions:384,dataset=e5_small_q_v2&quot;" />
+    <option name="WORKING_DIRECTORY" value="$ProjectFileDir$/local/jvector" />
+    <option name="ALTERNATIVE_JRE_PATH" value="jdk21" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/cql_vector2__schema__E5-SMALL-V2.run.xml b/.run/cql_vector2__schema__E5-SMALL-V2.run.xml
new file mode 100644
index 000000000..2b228c6d5
--- /dev/null
+++ b/.run/cql_vector2__schema__E5-SMALL-V2.run.xml
@@ -0,0 +1,14 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="cql_vector2__schema__E5-SMALL-V2" type="JarApplication" folderName="E5-SMALL-V2">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nb5/target/nb5.jar" />
+    <option name="PROGRAM_PARAMETERS" value="cql_vector2_fvec astra_vectors.schema userfile=auth/userfile passfile=auth/passfile scb=auth/scb.zip --show-stacktraces dimensions=384 testsize=10000 trainsize=100000 datafile=intfloat_e5-small-v2 filetype=fvec table=e5_small similarity_function=cosine --add-labels &quot;dimensions:384,dataset=e5_small&quot;" />
+    <option name="WORKING_DIRECTORY" value="$ProjectFileDir$/local/jvector" />
+    <option name="ALTERNATIVE_JRE_PATH" value="jdk21" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/cql_vector2__testann__E5-BASE-V2.run.xml b/.run/cql_vector2__testann__E5-BASE-V2.run.xml
new file mode 100644
index 000000000..6c327a893
--- /dev/null
+++ b/.run/cql_vector2__testann__E5-BASE-V2.run.xml
@@ -0,0 +1,14 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="cql_vector2__testann__E5-BASE-V2" type="JarApplication" folderName="E5-BASE-V2">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nb5/target/nb5.jar" />
+    <option name="PROGRAM_PARAMETERS" value="cql_vector2_fvec astra_vectors.testann userfile=auth/userfile passfile=auth/passfile scb=auth/scb.zip --show-stacktraces dimensions=768 testsize=10000 trainsize=100000 datafile=intfloat_e5-base-v2 filetype=fvec table=e5_base_v2 similarity_function=cosine --add-labels &quot;dimensions:768,dataset=e5_base_v2&quot;" />
+    <option name="WORKING_DIRECTORY" value="$ProjectFileDir$/local/jvector" />
+    <option name="ALTERNATIVE_JRE_PATH" value="jdk21" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/cql_vector2__testann__E5-LARGE-V2.run.xml b/.run/cql_vector2__testann__E5-LARGE-V2.run.xml
new file mode 100644
index 000000000..a86df764d
--- /dev/null
+++ b/.run/cql_vector2__testann__E5-LARGE-V2.run.xml
@@ -0,0 +1,14 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="cql_vector2__testann__E5-LARGE-V2" type="JarApplication" folderName="E5-LARGE-V2">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nb5/target/nb5.jar" />
+    <option name="PROGRAM_PARAMETERS" value="cql_vector2_fvec astra_vectors.testann userfile=auth/userfile passfile=auth/passfile scb=auth/scb.zip --show-stacktraces dimensions=1024 testsize=10000 trainsize=100000 datafile=intfloat_e5-large-v2 filetype=fvec table=e5_large_v2 similarity_function=cosine --add-labels &quot;dimensions:1024,dataset=e5_large_v2&quot;" />
+    <option name="WORKING_DIRECTORY" value="$ProjectFileDir$/local/jvector" />
+    <option name="ALTERNATIVE_JRE_PATH" value="jdk21" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/cql_vector2__testann__E5-SMALL-MULI.run.xml b/.run/cql_vector2__testann__E5-SMALL-MULI.run.xml
new file mode 100644
index 000000000..f9c453bcf
--- /dev/null
+++ b/.run/cql_vector2__testann__E5-SMALL-MULI.run.xml
@@ -0,0 +1,14 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="cql_vector2__testann__E5-SMALL-MULI" type="JarApplication" folderName="E5-SMALL-MULI">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nb5/target/nb5.jar" />
+    <option name="PROGRAM_PARAMETERS" value="cql_vector2_fvec astra_vectors.testann userfile=auth/userfile passfile=auth/passfile scb=auth/scb.zip --show-stacktraces dimensions=384 testsize=10000 trainsize=100000 datafile=intfloat_multilingual-e5-small filetype=fvec table=e5_small_muli similarity_function=cosine --add-labels &quot;dimensions:384,dataset=e5_small_muli&quot;" />
+    <option name="WORKING_DIRECTORY" value="$ProjectFileDir$/local/jvector" />
+    <option name="ALTERNATIVE_JRE_PATH" value="jdk21" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/cql_vector2__testann__E5-SMALL-Q.run.xml b/.run/cql_vector2__testann__E5-SMALL-Q.run.xml
new file mode 100644
index 000000000..648d99361
--- /dev/null
+++ b/.run/cql_vector2__testann__E5-SMALL-Q.run.xml
@@ -0,0 +1,14 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="cql_vector2__testann__E5-SMALL-Q" type="JarApplication" folderName="E5-SMALL-Q-V2">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nb5/target/nb5.jar" />
+    <option name="PROGRAM_PARAMETERS" value="cql_vector2_fvec astra_vectors.testann userfile=auth/userfile passfile=auth/passfile scb=auth/scb.zip --show-stacktraces dimensions=384 testsize=10000 trainsize=100000 datafile=intfloat_e5-small-q-v2 filetype=fvec table=e5_small_q_v2 similarity_function=cosine --add-labels &quot;dimensions:384,dataset=e5_small_q_v2&quot;" />
+    <option name="WORKING_DIRECTORY" value="$ProjectFileDir$/local/jvector" />
+    <option name="ALTERNATIVE_JRE_PATH" value="jdk21" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/cql_vector2__testann__E5-SMALL-V2.run.xml b/.run/cql_vector2__testann__E5-SMALL-V2.run.xml
new file mode 100644
index 000000000..8ad6cda75
--- /dev/null
+++ b/.run/cql_vector2__testann__E5-SMALL-V2.run.xml
@@ -0,0 +1,14 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="cql_vector2__testann__E5-SMALL-V2" type="JarApplication" folderName="E5-SMALL-V2">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nb5/target/nb5.jar" />
+    <option name="PROGRAM_PARAMETERS" value="cql_vector2_fvec astra_vectors.testann userfile=auth/userfile passfile=auth/passfile scb=auth/scb.zip --show-stacktraces dimensions=384 testsize=10000 trainsize=100000 datafile=intfloat_e5-small-v2 filetype=fvec table=e5_small similarity_function=cosine --add-labels &quot;dimensions:384,dataset=e5_small&quot;" />
+    <option name="WORKING_DIRECTORY" value="$ProjectFileDir$/local/jvector" />
+    <option name="ALTERNATIVE_JRE_PATH" value="jdk21" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/cql_vector2__train__E5-BASE-V2.run.xml b/.run/cql_vector2__train__E5-BASE-V2.run.xml
new file mode 100644
index 000000000..dc837d601
--- /dev/null
+++ b/.run/cql_vector2__train__E5-BASE-V2.run.xml
@@ -0,0 +1,14 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="cql_vector2__train__E5-BASE-V2" type="JarApplication" folderName="E5-BASE-V2">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nb5/target/nb5.jar" />
+    <option name="PROGRAM_PARAMETERS" value="cql_vector2_fvec astra_vectors.train userfile=auth/userfile passfile=auth/passfile scb=auth/scb.zip --show-stacktraces dimensions=768 testsize=10000 trainsize=100000 datafile=intfloat_e5-base-v2 filetype=fvec table=e5_base_v2 similarity_function=cosine --add-labels &quot;dimensions:768,dataset=e5_base_v2&quot;" />
+    <option name="WORKING_DIRECTORY" value="$ProjectFileDir$/local/jvector" />
+    <option name="ALTERNATIVE_JRE_PATH" value="jdk21" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/cql_vector2__train__E5-LARGE-V2.run.xml b/.run/cql_vector2__train__E5-LARGE-V2.run.xml
new file mode 100644
index 000000000..a79e1cdf7
--- /dev/null
+++ b/.run/cql_vector2__train__E5-LARGE-V2.run.xml
@@ -0,0 +1,14 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="cql_vector2__train__E5-LARGE-V2" type="JarApplication" folderName="E5-LARGE-V2">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nb5/target/nb5.jar" />
+    <option name="PROGRAM_PARAMETERS" value="cql_vector2_fvec astra_vectors.train userfile=auth/userfile passfile=auth/passfile scb=auth/scb.zip --show-stacktraces dimensions=1024 testsize=10000 trainsize=100000 datafile=intfloat_e5-large-v2 filetype=fvec table=e5_large_v2 similarity_function=cosine --add-labels &quot;dimensions:1024,dataset=e5_large_v2&quot;" />
+    <option name="WORKING_DIRECTORY" value="$ProjectFileDir$/local/jvector" />
+    <option name="ALTERNATIVE_JRE_PATH" value="jdk21" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/cql_vector2__train__E5-SMALL-MULI.run.xml b/.run/cql_vector2__train__E5-SMALL-MULI.run.xml
new file mode 100644
index 000000000..b1e4568ee
--- /dev/null
+++ b/.run/cql_vector2__train__E5-SMALL-MULI.run.xml
@@ -0,0 +1,14 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="cql_vector2__train__E5-SMALL-MULI" type="JarApplication" folderName="E5-SMALL-MULI">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nb5/target/nb5.jar" />
+    <option name="PROGRAM_PARAMETERS" value="cql_vector2_fvec astra_vectors.train userfile=auth/userfile passfile=auth/passfile scb=auth/scb.zip --show-stacktraces dimensions=384 testsize=10000 trainsize=100000 datafile=intfloat_multilingual-e5-small filetype=fvec table=e5_small_muli similarity_function=cosine --add-labels &quot;dimensions:384,dataset=e5_small_muli&quot;" />
+    <option name="WORKING_DIRECTORY" value="$ProjectFileDir$/local/jvector" />
+    <option name="ALTERNATIVE_JRE_PATH" value="jdk21" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/cql_vector2__train__E5-SMALL-Q.run.xml b/.run/cql_vector2__train__E5-SMALL-Q.run.xml
new file mode 100644
index 000000000..7fb3930ed
--- /dev/null
+++ b/.run/cql_vector2__train__E5-SMALL-Q.run.xml
@@ -0,0 +1,14 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="cql_vector2__train__E5-SMALL-Q" type="JarApplication" folderName="E5-SMALL-Q-V2">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nb5/target/nb5.jar" />
+    <option name="PROGRAM_PARAMETERS" value="cql_vector2_fvec astra_vectors.train userfile=auth/userfile passfile=auth/passfile scb=auth/scb.zip --show-stacktraces dimensions=384 testsize=10000 trainsize=100000 datafile=intfloat_e5-small-q-v2 filetype=fvec table=e5_small_q_v2 similarity_function=cosine --add-labels &quot;dimensions:384,dataset:e5_small_q_v2&quot;" />
+    <option name="WORKING_DIRECTORY" value="$ProjectFileDir$/local/jvector" />
+    <option name="ALTERNATIVE_JRE_PATH" value="jdk21" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/cql_vector2__train__E5-SMALL-V2.run.xml b/.run/cql_vector2__train__E5-SMALL-V2.run.xml
new file mode 100644
index 000000000..f3961aea7
--- /dev/null
+++ b/.run/cql_vector2__train__E5-SMALL-V2.run.xml
@@ -0,0 +1,14 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="cql_vector2__train__E5-SMALL-V2" type="JarApplication" folderName="E5-SMALL-V2">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nb5/target/nb5.jar" />
+    <option name="PROGRAM_PARAMETERS" value="cql_vector2_fvec astra_vectors.train userfile=auth/userfile passfile=auth/passfile scb=auth/scb.zip --show-stacktraces dimensions=384 testsize=10000 trainsize=100000 datafile=intfloat_e5-small-v2 filetype=fvec table=e5_small similarity_function=cosine --add-labels &quot;dimensions:384,dataset=e5_small&quot;" />
+    <option name="WORKING_DIRECTORY" value="$ProjectFileDir$/local/jvector" />
+    <option name="ALTERNATIVE_JRE_PATH" value="jdk21" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/linkedinput.run.xml b/.run/linkedinput.run.xml
new file mode 100644
index 000000000..4e79f005b
--- /dev/null
+++ b/.run/linkedinput.run.xml
@@ -0,0 +1,15 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="linkedinput" type="JarApplication" folderName="nbr integration tests">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nbr/target/nbr.jar" />
+    <option name="PROGRAM_PARAMETERS" value="script src/test/resources/scripts/examples/linkedinput.js" />
+    <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$/nbr-examples" />
+    <option name="ALTERNATIVE_JRE_PATH_ENABLED" value="true" />
+    <option name="ALTERNATIVE_JRE_PATH" value="/usr/java/jdk-21" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.run/vectorsearch-consistency-levels.run.xml b/.run/vectorsearch-consistency-levels.run.xml
new file mode 100644
index 000000000..e0d44b78a
--- /dev/null
+++ b/.run/vectorsearch-consistency-levels.run.xml
@@ -0,0 +1,15 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="vectorsearch-consistency-levels" type="JarApplication">
+    <extension name="software.aws.toolkits.jetbrains.core.execution.JavaAwsConnectionExtension">
+      <option name="credential" />
+      <option name="region" />
+      <option name="useCurrentConnection" value="false" />
+    </extension>
+    <option name="JAR_PATH" value="$PROJECT_DIR$/nb5/target/nb5.jar" />
+    <option name="PROGRAM_PARAMETERS" value="vector-search.yaml reads errors=stop driverconfig=driver-config.json dimensions=128 read_ratio=1 main-cycles=1 keyspace=baselines128 --report-csv-to metrics read_cl=LOCAL_ONE -v --show-stacktraces" />
+    <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$/local/vectors-consistency" />
+    <option name="ALTERNATIVE_JRE_PATH_ENABLED" value="true" />
+    <option name="ALTERNATIVE_JRE_PATH" value="17" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file