diff --git a/README.md b/README.md
index caeed1d..dd74e66 100644
--- a/README.md
+++ b/README.md
@@ -1,15 +1,14 @@
 <!--suppress HtmlDeprecatedAttribute -->
 <div align="center">
- 
-  <a href="https://www.buymeacoffee.com/cassowary" target="_blank"><img src="https://cdn.buymeacoffee.com/buttons/default-white.png" alt="Buy Me A Coffee" height="30" width="140"></a>
 
+<a href="https://www.buymeacoffee.com/cassowary" target="_blank"><img src="https://cdn.buymeacoffee.com/buttons/default-white.png" alt="Buy Me A Coffee" height="30" width="140"></a>
 
- **NOW** WITH
+**NOW** WITH
 <a href="#chat-inside-gui-new-feature"><img src="https://img.shields.io/badge/GUI-blue.svg" alt="Roadmap 2023">
 <br>
 <p align="center">
 
-# CASALIOY - Your local langchain toolkit 
+# CASALIOY - Your local langchain toolkit
 
 </p>
 
@@ -41,6 +40,7 @@ docker pull su77ungr/casalioy:stable
 ```bash
 docker run -it su77ungr/casalioy:stable /bin/bash
 ```
+
 for older docker without GUI use `casalioy:latest` might deprecate soon
 
 > Fetch the default models
@@ -68,6 +68,7 @@ pre-commit install
 ```
 
 If you want GPU support for llama-ccp:
+
 ```shell
 pip uninstall -y llama-cpp-python
 CMAKE_ARGS="-DLLAMA_CUBLAS=on" FORCE_CMAKE=1 pip install --force llama-cpp-python
@@ -223,7 +224,6 @@ leaving your environment, and with reasonable performance.
 
 <br><br>
 
- 
 # Disclaimer
 
 The contents of this repository are provided "as is" and without warranties of any kind, whether express or implied. We
diff --git a/poetry.lock b/poetry.lock
index df38542..7fb4812 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -3005,14 +3005,14 @@ files = [
 
 [[package]]
 name = "pymdown-extensions"
-version = "10.0"
+version = "10.0.1"
 description = "Extension pack for Python Markdown."
 category = "dev"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "pymdown_extensions-10.0-py3-none-any.whl", hash = "sha256:e6cbe8ace7d8feda30bc4fd6a21a073893a9a0e90c373e92d69ce5b653051f55"},
-    {file = "pymdown_extensions-10.0.tar.gz", hash = "sha256:9a77955e63528c2ee98073a1fb3207c1a45607bc74a34ef21acd098f46c3aa8a"},
+    {file = "pymdown_extensions-10.0.1-py3-none-any.whl", hash = "sha256:ae66d84013c5d027ce055693e09a4628b67e9dec5bce05727e45b0918e36f274"},
+    {file = "pymdown_extensions-10.0.1.tar.gz", hash = "sha256:b44e1093a43b8a975eae17b03c3a77aad4681b3b56fce60ce746dbef1944c8cb"},
 ]
 
 [package.dependencies]
@@ -3043,6 +3043,21 @@ files = [
     {file = "pypandoc-1.11.tar.gz", hash = "sha256:7f6d68db0e57e0f6961bec2190897118c4d305fc2d31c22cd16037f22ee084a5"},
 ]
 
+[[package]]
+name = "pypandoc-binary"
+version = "1.11"
+description = "Thin wrapper for pandoc."
+category = "dev"
+optional = false
+python-versions = ">=3.6"
+files = [
+    {file = "pypandoc_binary-1.11-py3-none-macosx_10_9_x86_64.whl", hash = "sha256:ebd8036a71fb67c0d3bfc0f50a6af390afe0728ebe17b779f676fd25df76fca1"},
+    {file = "pypandoc_binary-1.11-py3-none-manylinux_2_5_x86_64.manylinux1_x86_64.manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:1b0df61a96d679309769c21528cfbfb14d32ddee1854ae02e7b35b889d60d9e4"},
+    {file = "pypandoc_binary-1.11-py3-none-musllinux_1_1_x86_64.whl", hash = "sha256:49436f0ffa489f02bac546e4fe42cbd3595202ee3a00492616b8f6bc358119c0"},
+    {file = "pypandoc_binary-1.11-py3-none-win32.whl", hash = "sha256:a08a66f12d5672f75cea8f6c29b3579aa70bad4b0c8844efdb6e8f6fddc8b359"},
+    {file = "pypandoc_binary-1.11-py3-none-win_amd64.whl", hash = "sha256:1ab00de66b7f36ba33590415811c1d4c72d9f515c4e8b2f1391f27cbddc7b229"},
+]
+
 [[package]]
 name = "pyparsing"
 version = "2.4.7"
@@ -4768,4 +4783,4 @@ testing = ["big-O", "flake8 (<5)", "jaraco.functools", "jaraco.itertools", "more
 [metadata]
 lock-version = "2.0"
 python-versions = ">3.9.7,<3.12"
-content-hash = "f0162e0f106ebc374673899b5bb579f68f98c1b93e023be7946fb4e50b0e7e06"
+content-hash = "1899d9bfd156bf9a9a5814c5e459caf0d718235e49bc78f70f3b033dca7b79ac"
diff --git a/pyproject.toml b/pyproject.toml
index d1fe357..a2aaf16 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -24,6 +24,7 @@ langchain = "^0.0.168"
 pygpt4all = "^1.1.0"
 qdrant-client = "^1.1.7"
 unstructured = "^0.6.6"  # Handle ingestion file formats
+pypandoc-binary = "^1.11"  # doc conversion
 docx2txt = "^0.8"  # Handle docx ingestion file formats
 extract-msg = "^0.41.1"  # Handle email file formats
 llama-cpp-python = "^0.1.50"  # 0.1.50 raises an AssertionError / NameError on <5 vic models