diff --git a/pkgs/development/python-modules/deepsearch-glm/default.nix b/pkgs/development/python-modules/deepsearch-glm/default.nix
new file mode 100644
index 000000000000..734e301f697b
--- /dev/null
+++ b/pkgs/development/python-modules/deepsearch-glm/default.nix
@@ -0,0 +1,106 @@
+{
+  lib,
+  buildPythonPackage,
+  fetchFromGitHub,
+  cmake,
+  cxxopts,
+  deepsearch-toolkit,
+  docling-core,
+  fasttext,
+  fmt,
+  loguru,
+  matplotlib,
+  nlohmann_json,
+  pandas,
+  pcre2,
+  pkg-config,
+  poetry-core,
+  pybind11,
+  python-dotenv,
+  requests,
+  rich,
+  sentencepiece,
+  tabulate,
+  tqdm,
+  utf8cpp,
+  zlib,
+}:
+
+buildPythonPackage rec {
+  pname = "deepsearch-glm";
+  version = "1.0.0";
+  pyproject = true;
+
+  src = fetchFromGitHub {
+    owner = "DS4SD";
+    repo = "deepsearch-glm";
+    tag = "v${version}";
+    hash = "sha256-3sJNkrx0tTm6RMYAwV8Aha7x8dZjf4tGdds8OScRff8=";
+  };
+
+  dontUseCmakeConfigure = true;
+
+  nativeBuildInputs = [
+    cmake
+    pkg-config
+  ];
+
+  build-system = [
+    poetry-core
+    pybind11
+  ];
+
+  env = {
+    NIX_CFLAGS_COMPILE = "-I${lib.getDev utf8cpp}/include/utf8cpp";
+    USE_SYSTEM_DEPS = true;
+  };
+
+  optional-dependencies = {
+    docling = [
+      docling-core
+      pandas
+    ];
+    pyplot = [
+      matplotlib
+    ];
+    toolkit = [
+      deepsearch-toolkit
+      python-dotenv
+    ];
+    utils = [
+      pandas
+      python-dotenv
+      requests
+      rich
+      tabulate
+      tqdm
+    ];
+  };
+
+  buildInputs = [
+    cxxopts
+    fasttext
+    fmt
+    loguru
+    nlohmann_json
+    pcre2
+    sentencepiece
+    utf8cpp
+    zlib
+  ];
+
+  # Test suite insists on downloading models, data etc. from s3 bucket
+  doCheck = false;
+
+  pythonImportsCheck = [
+    "deepsearch_glm"
+  ];
+
+  meta = {
+    changelog = "https://github.com/DS4SD/deepsearch-glm/releases/tag/v${version}";
+    description = "Create fast graph language models from converted PDF documents for knowledge extraction and Q&A";
+    homepage = "https://github.com/DS4SD/deepsearch-glm";
+    license = lib.licenses.mit;
+    maintainers = with lib.maintainers; [ booxter ];
+  };
+}
diff --git a/pkgs/top-level/python-packages.nix b/pkgs/top-level/python-packages.nix
index ff3cd8bb7b51..cf72bff13df1 100644
--- a/pkgs/top-level/python-packages.nix
+++ b/pkgs/top-level/python-packages.nix
@@ -3133,6 +3133,10 @@ self: super: with self; {
 
   deepmerge = callPackage ../development/python-modules/deepmerge { };
 
+  deepsearch-glm = callPackage ../development/python-modules/deepsearch-glm {
+    inherit (pkgs) loguru sentencepiece fasttext;
+  };
+
   deepsearch-toolkit = callPackage ../development/python-modules/deepsearch-toolkit { };
 
   deeptoolsintervals = callPackage ../development/python-modules/deeptoolsintervals { };