diff --git a/CHANGELOG.md b/CHANGELOG.md
index c72a02f45..896e763ee 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,4 +1,4 @@
-## 0.12.1-dev14
+## 0.12.1-dev15
 
 ### Enhancements
 
@@ -13,6 +13,7 @@
 * **Add "basic" chunking to ingest CLI.** Add options to ingest CLI allowing access to the new "basic" chunking strategy and overlap options.
 * **Make Elasticsearch Destination connector arguments optional.** Elasticsearch Destination connector write settings are made optional and will rely on default values when not specified.
 * **Normalize Salesforce artifact names.** Introduced file naming pattern present in other connectors to Salesforce connector.
+* **Install Kapa AI chatbot.** Added Kapa.ai website widget on the documentation.
 
 ### Features
 * **MongoDB Source Connector.** New source connector added to all CLI ingest commands to support downloading/partitioning files from MongoDB.
diff --git a/docs/source/_static/custom.css b/docs/source/_static/custom.css
new file mode 100644
index 000000000..d2b01bcec
--- /dev/null
+++ b/docs/source/_static/custom.css
@@ -0,0 +1,9 @@
+#kapa-widget-container {
+    z-index: 10000 !important;
+    position: absolute !important;
+}
+
+.mantine-Modal-root {
+	z-index: 10000;
+	position: absolute;
+}
\ No newline at end of file
diff --git a/docs/source/_static/custom.js b/docs/source/_static/custom.js
new file mode 100644
index 000000000..d84b62f65
--- /dev/null
+++ b/docs/source/_static/custom.js
@@ -0,0 +1,11 @@
+document.addEventListener("DOMContentLoaded", function() {
+    var script = document.createElement("script");
+    script.src = "https://widget.kapa.ai/kapa-widget.bundle.js";
+    script.setAttribute("data-website-id", "8ae12a97-484a-4704-8127-b6f17ebc6bcf");
+    script.setAttribute("data-project-name", "Unstructured");
+    script.setAttribute("data-project-color", "#0CDDF8");
+    script.setAttribute("data-project-logo", "https://raw.githubusercontent.com/Unstructured-IO/unstructured/main/img/unstructured_logo.png");
+    script.setAttribute("data-modal-example-questions", "Are OpenAI embeddings supported?,How can I partition a document?,How do I use the library with Docker?,Can I ingest data from Box?");
+    script.async = true;
+    document.head.appendChild(script);
+});
\ No newline at end of file
diff --git a/docs/source/conf.py b/docs/source/conf.py
index b5115568e..e00c69134 100644
--- a/docs/source/conf.py
+++ b/docs/source/conf.py
@@ -135,3 +135,8 @@ html_theme_options = {
         "sidebar-caption-space-above": "0",
     },
 }
+
+# kapa.ai integration
+html_static_path = ["_static"]
+html_js_files = ["custom.js"]
+html_css_files = ["custom.css"]
diff --git a/docs/source/ingest/destination_connectors.rst b/docs/source/ingest/destination_connectors.rst
index 6c3ca959c..bc60e3fd5 100644
--- a/docs/source/ingest/destination_connectors.rst
+++ b/docs/source/ingest/destination_connectors.rst
@@ -18,6 +18,7 @@ in our community `Slack. <https://short.unstructured.io/pzw05l7>`_
    destination_connectors/gcs
    destination_connectors/mongodb
    destination_connectors/pinecone
+   destination_connectors/opensearch
    destination_connectors/qdrant
    destination_connectors/s3
    destination_connectors/sql
diff --git a/docs/source/ingest/destination_connectors/elasticsearch.rst b/docs/source/ingest/destination_connectors/elasticsearch.rst
index 8a85a8bec..1ecf2d09c 100644
--- a/docs/source/ingest/destination_connectors/elasticsearch.rst
+++ b/docs/source/ingest/destination_connectors/elasticsearch.rst
@@ -36,7 +36,7 @@ Vector Search Sample Mapping
 
 To make sure the schema of the index matches the data being written to it, a sample mapping json can be used.
 
-      .. literalinclude:: ./data/elasticsearch_elements_mapping.json
+      .. literalinclude:: ./data/elasticsearch_elements_mappings.json
          :language: json
          :linenos:
          :caption: Object description
\ No newline at end of file
diff --git a/docs/source/ingest/destination_connectors/opensearch.rst b/docs/source/ingest/destination_connectors/opensearch.rst
index 3eee2b03d..727126137 100644
--- a/docs/source/ingest/destination_connectors/opensearch.rst
+++ b/docs/source/ingest/destination_connectors/opensearch.rst
@@ -36,7 +36,7 @@ Vector Search Sample Mapping
 
 To make sure the schema of the index matches the data being written to it, a sample mapping json can be used.
 
-      .. literalinclude:: ./data/opensearch_elements_mapping.json
+      .. literalinclude:: ./data/opensearch_elements_mappings.json
          :language: json
          :linenos:
          :caption: Object description
\ No newline at end of file
diff --git a/docs/source/ingest/source_connectors.rst b/docs/source/ingest/source_connectors.rst
index dae4e17cc..184d0e1d6 100644
--- a/docs/source/ingest/source_connectors.rst
+++ b/docs/source/ingest/source_connectors.rst
@@ -26,6 +26,7 @@ in our community `Slack. <https://short.unstructured.io/pzw05l7>`_
    source_connectors/mongodb
    source_connectors/notion
    source_connectors/onedrive
+   source_connectors/opensearch
    source_connectors/outlook
    source_connectors/reddit
    source_connectors/s3
diff --git a/unstructured/__version__.py b/unstructured/__version__.py
index 9b45f72ee..c5219e71f 100644
--- a/unstructured/__version__.py
+++ b/unstructured/__version__.py
@@ -1 +1 @@
-__version__ = "0.12.1-dev14"  # pragma: no cover
+__version__ = "0.12.1-dev15"  # pragma: no cover