diff --git a/README.md b/README.md
index af232c0..9ceddd3 100644
--- a/README.md
+++ b/README.md
@@ -41,7 +41,9 @@ Windows:
 
 2. Navigate into the newly unzipped directory.
 
-3. Run Solr pointing at the TMDB Solr Home directory included in this repo.
+3. Open `/path/to/solr-tmdb-master/solr_home/tmdb/conf/solrconfig.xml` and change the path to include the extra libraries located in `/path/to/solr-tmdb-master/docker/lib`. 
+
+4. Run Solr pointing at the TMDB Solr Home directory included in this repo.
 
 Linux/OSX:
 >bin/solr start -f -s /path/to/solr-tmdb-master/solr_home/
@@ -53,7 +55,7 @@ Windows:
 Regardless of the option you choose, navigate to [http://localhost:8983/solr/](http://localhost:8983/solr/) to confirm Solr is running.
 
 # Index TMDB movies
-We have a movie data corpus sourced from The Movie Database (similar data to IMDB (Internet Movie Database).
+We have a movie data corpus sourced from The Movie Database, similar data to IMDB (Internet Movie Database).
 
 Linux/OSX:
 > ./index.sh
diff --git a/docker-compose.yml b/docker-compose.yml
new file mode 100644
index 0000000..8e70067
--- /dev/null
+++ b/docker-compose.yml
@@ -0,0 +1,14 @@
+version: '3'
+services:
+  solr:
+    container_name: solr
+    build: ./docker
+    ports:
+      - "8983:8983"
+    environment:
+      - SOLR_OPTS=-XX:-UseLargePages
+      - SOLR_HEAP=800m
+      - SOLR_HOME=/opt/mysolrhome
+      - INIT_SOLR_HOME=yes
+    volumes:
+      - ./solr_home:/opt/mysolrhome
diff --git a/docker.ps1 b/docker.ps1
index b52b617..b71adbd 100755
--- a/docker.ps1
+++ b/docker.ps1
@@ -1,2 +1,2 @@
 
-docker run -p 8983:8983 -v ${PWD}/solr_home:/opt/mysolrhome -e SOLR_HOME=/opt/mysolrhome -e INIT_SOLR_HOME=yes solr:8.11.1
+docker-compose up -d
diff --git a/docker.sh b/docker.sh
index 9c260e9..cb909cc 100755
--- a/docker.sh
+++ b/docker.sh
@@ -6,4 +6,4 @@ if [ "$(uname -s)" == 'Linux' ]; then
    sudo chown -R 8983:8983 solr_home   
 fi
 
-docker run -p 8983:8983 -v "${PWD}/solr_home:/opt/mysolrhome" -e SOLR_HOME=/opt/mysolrhome -e INIT_SOLR_HOME=yes solr:8.11.1
+docker-compose up -d
diff --git a/docker/Dockerfile b/docker/Dockerfile
new file mode 100644
index 0000000..c3c486b
--- /dev/null
+++ b/docker/Dockerfile
@@ -0,0 +1,14 @@
+FROM solr:8.11.1
+
+# produced by building locally your Solr
+#FROM apache/solr:9.0.0-SNAPSHOT
+
+# produced by Apache Solr project
+#FROM apache/solr-nightly:9.0.0-SNAPSHOT
+
+# This is required by Solr 9, but not in Solr 8!
+#RUN mkdir /var/solr/data
+
+
+COPY ./lib/querqy-solr-5.1.lucene810.0-jar-with-dependencies.jar /opt/querqy/lib/
+COPY ./lib/querqy-regex-filter-1.1.0-SNAPSHOT.jar /opt/querqy/lib/
\ No newline at end of file
diff --git a/solr-postman-collection.json b/solr-postman-collection.json
index a47e24b..f398a7c 100644
--- a/solr-postman-collection.json
+++ b/solr-postman-collection.json
@@ -1531,6 +1531,42 @@
 			},
 			"response": []
 		},
+		{
+			"name": "4-Add Querqy boost rule",
+			"request": {
+				"method": "POST",
+				"header": [],
+				"body": {
+					"mode": "raw",
+					"raw": "{\n    \"class\": \"querqy.solr.rewriter.commonrules.CommonRulesRewriterFactory\",\n    \"config\": {\n        \"rules\" : \"action =>\\nUP(100): * genres:action\"\n    }\n}\n",
+					"options": {
+						"raw": {
+							"language": "json"
+						}
+					}
+				},
+				"url": {
+					"raw": "{{solr_host}}/solr/tmdb/querqy/rewriter/common_rules?action=save",
+					"host": [
+						"{{solr_host}}"
+					],
+					"path": [
+						"solr",
+						"tmdb",
+						"querqy",
+						"rewriter",
+						"common_rules"
+					],
+					"query": [
+						{
+							"key": "action",
+							"value": "save"
+						}
+					]
+				}
+			},
+			"response": []
+		},
 		{
 			"name": "6-LTR",
 			"request": {
diff --git a/solr_home/tmdb/conf/schema.xml b/solr_home/tmdb/conf/schema.xml
index a94d983..25627f3 100644
--- a/solr_home/tmdb/conf/schema.xml
+++ b/solr_home/tmdb/conf/schema.xml
@@ -156,6 +156,8 @@
     <copyField source="overview" dest="overview_multiterm_syn"/>
     <copyField source="tagline" dest="tagline_multiterm_syn"/>
 
+    <copyField source="overview" dest="overview_multiterm_index_syn"/>
+
     <copyField source="overview" dest="overview_idioms"/>
     <copyField source="title" dest="title_idioms"/>
     <copyField source="tagline" dest="tagline_idioms"/>
@@ -484,6 +486,26 @@
         </analyzer>
     </fieldType>
 
+    <dynamicField name="*_multiterm_index_syn" type="text_general_multiterm_index_syn" indexed="true" stored="true"/>
+    <fieldType name="text_general_multiterm_index_syn" class="solr.TextField" autoGeneratePhraseQueries="true"
+               enableGraphQueries="true" positionIncrementGap="100" multiValued="true">
+        <analyzer type="index">
+            <tokenizer class="solr.StandardTokenizerFactory"/>
+            <filter class="solr.StopFilterFactory" ignoreCase="true" words="stopwords.txt"/>
+            <filter class="solr.SynonymGraphFilterFactory" ignoreCase="true" synonyms="synonyms_multiterm.txt"/>
+            <filter class="solr.FlattenGraphFilterFactory"/>
+            <filter class="solr.LowerCaseFilterFactory"/>
+        </analyzer>
+        <analyzer type="query">
+            <tokenizer class="solr.StandardTokenizerFactory"/>
+            <filter class="solr.StopFilterFactory" ignoreCase="true" words="stopwords.txt"/>
+            <filter class="solr.LowerCaseFilterFactory"/>
+            <!-- in this example, we will only use synonyms at index time
+            <filter class="solr.SynonymGraphFilterFactory" synonyms="synonyms_multiterm.txt"/>
+            -->
+        </analyzer>
+    </fieldType>
+
     <dynamicField name="*_ws_syn" type="text_general_ws_syn" indexed="true" stored="true"/>
     <fieldType name="text_general_ws_syn" class="solr.TextField" autoGeneratePhraseQueries="false"
                enableGraphQueries="false" positionIncrementGap="100" multiValued="true">
diff --git a/solr_home/tmdb/conf/solrconfig.xml b/solr_home/tmdb/conf/solrconfig.xml
index db94f1b..3e4fde1 100644
--- a/solr_home/tmdb/conf/solrconfig.xml
+++ b/solr_home/tmdb/conf/solrconfig.xml
@@ -57,6 +57,7 @@
        
               <lib dir="./lib" />
     -->
+  <lib dir="/opt/querqy/lib/" />
 
   <!-- A 'dir' option by itself adds any files found in the directory 
        to the classpath, this is useful for including all jars in a
@@ -1427,6 +1428,76 @@
      <queryResponseWriter name="schema.xml" class="solr.SchemaXmlResponseWriter"/>
     -->
 
+  <queryParser name="querqy" class="querqy.solr.QuerqyDismaxQParserPlugin">
+    <bool name="skipUnknownRewriters">true</bool>
+    <lst name="infoLogging">
+      <!--
+        Define a 'sink' named 'responseSink' to which the logging information
+        will be sent:
+      -->
+
+      <lst name="sink">
+        <str name="id">responseSink</str>
+        <str name="class">querqy.solr.ResponseSink</str>
+      </lst>
+
+      <!--
+        Send the logging information from rewriter 'replace_prelive' to sink
+        'responseSink':
+      -->
+      <lst name="mapping">
+        <str name="rewriter">replace_prelive</str>
+        <str name="sink">responseSink</str>
+      </lst>
+
+      <!--
+        Send the logging information from rewriter 'replace' to sink
+        'responseSink':
+      -->
+      <lst name="mapping">
+        <str name="rewriter">replace</str>
+        <str name="sink">responseSink</str>
+      </lst>
+
+      <!--
+        Send the logging information from rewriter 'common_rules_prelive' to sink
+        'responseSink' too:
+      -->
+      <lst name="mapping">
+        <str name="rewriter">common_rules_prelive</str>
+        <str name="sink">responseSink</str>
+      </lst>
+
+      <!--
+        Send the logging information from rewriter 'common_rules' to sink
+        'responseSink' too:
+      -->
+      <lst name="mapping">
+        <str name="rewriter">common_rules</str>
+        <str name="sink">responseSink</str>
+      </lst>
+
+      <!--
+        Send the logging information from rewriter 'regex' to sink
+        'responseSink' as well:
+      -->
+      <lst name="mapping">
+        <str name="rewriter">regex_screen_protectors</str>
+        <str name="sink">responseSink</str>
+      </lst>
+
+    </lst>
+  </queryParser>
+
+
+  <!-- Override the default QueryComponent -->
+  <searchComponent name="query" class="querqy.solr.QuerqyQueryComponent"/>
+
+  <!--
+    Add the Querqy request handler.
+  -->
+  <requestHandler name="/querqy/rewriter" class="querqy.solr.QuerqyRewriterRequestHandler"/>
+
   <queryResponseWriter name="json" class="solr.JSONResponseWriter">
     <str name="content-type">text/javascript; charset=UTF-8</str>
   </queryResponseWriter>