diff --git a/i/ir_datasets/LICENSE b/i/ir_datasets/LICENSE
new file mode 100644
index 0000000..9c8f3ea
--- /dev/null
+++ b/i/ir_datasets/LICENSE
@@ -0,0 +1,201 @@
+                                 Apache License
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+
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\ No newline at end of file
diff --git a/i/ir_datasets/build_info.json b/i/ir_datasets/build_info.json
new file mode 100644
index 0000000..c21c9a8
--- /dev/null
+++ b/i/ir_datasets/build_info.json
@@ -0,0 +1,16 @@
+{
+  "maintainer": "Vansh",
+  "package_name": "ir_datasets",
+  "github_url": "https://github.com/allenai/ir_datasets",
+  "version": "v0.5.11",
+  "wheel_build" : true,
+  "package_dir": "i/ir_datasets",
+  "default_branch": "master",
+  "build_script": "ir_datasets_ubi_9.7.sh",
+  "docker_build": false,
+  "validate_build_script": true,
+  "use_non_root_user": "false",
+  "v0.5.*": {
+    "build_script": "ir_datasets_ubi_9.7.sh"
+  }
+}
\ No newline at end of file
diff --git a/i/ir_datasets/ir_datasets_ubi_9.7.sh b/i/ir_datasets/ir_datasets_ubi_9.7.sh
new file mode 100644
index 0000000..1704fb5
--- /dev/null
+++ b/i/ir_datasets/ir_datasets_ubi_9.7.sh
@@ -0,0 +1,216 @@
+#!/usr/bin/env bash
+# -----------------------------------------------------------------------------
+#
+# Package       : ir_datasets
+# Version       : 0.5.11
+# Source repo   : https://github.com/allenai/ir_datasets
+# Tested on     : UBI:9.7
+# Language      : Python
+# Ci-Check      : True
+# Script License: Apache License, Version 2 or later
+# Maintainer    : Vansh <vansh@ibm.com>
+# Disclaimer: This script has been tested in root mode on given
+# ==========  platform using the mentioned version of the package.
+#             It may not work as expected with newer versions of the
+#             package and/or distribution. In such case, please
+#             contact "Maintainer" of this script.
+#
+# ----------------------------------------------------------------------------
+
+PACKAGE_NAME=ir_datasets
+PACKAGE_VERSION=${1:-v0.5.11}
+PACKAGE_URL=https://github.com/allenai/ir_datasets
+
+PYARROW_VERSION=${PYARROW_VERSION:-21.0.0}
+PYTHON_CMD=${PYTHON_CMD:-python3.11}
+
+ROOT_DIR=$(pwd)
+ARROW_SRC_DIR="$ROOT_DIR/arrow"
+ARROW_INSTALL_DIR="$ROOT_DIR/arrow-install"
+ARROW_BUILD_DIR="$ROOT_DIR/arrow-build"
+
+# Install dependencies
+yum install -y \
+    git \
+    gcc \
+    gcc-c++ \
+    make \
+    cmake \
+    libffi-devel \
+    openssl-devel \
+    zlib-devel \
+    bzip2-devel \
+    xz-devel \
+    libxml2-devel \
+    libxslt-devel \
+    pcre-devel \
+    python3.11 \
+    python3.11-pip \
+    python3.11-devel
+
+# Upgrade pip and install build tools
+$PYTHON_CMD -m pip install --upgrade \
+    "pip<25" \
+    "setuptools>=74,<75" \
+    "wheel<0.45" \
+    build \
+    pytest
+
+build_and_install_pyarrow() {
+    echo "Building pyarrow ${PYARROW_VERSION} from source with ${PYTHON_CMD}..."
+
+    rm -rf "$ARROW_INSTALL_DIR" "$ARROW_BUILD_DIR" "$ARROW_SRC_DIR"
+
+    git clone -b "apache-arrow-${PYARROW_VERSION}" https://github.com/apache/arrow.git "$ARROW_SRC_DIR"
+
+    ########################################
+    # Build Arrow C++
+    ########################################
+
+    mkdir -p "$ARROW_BUILD_DIR"
+
+    cmake -S "$ARROW_SRC_DIR/cpp" -B "$ARROW_BUILD_DIR" \
+        -DCMAKE_BUILD_TYPE=Release \
+        -DCMAKE_INSTALL_PREFIX="$ARROW_INSTALL_DIR" \
+        -DARROW_BUILD_TESTS=OFF \
+        -DARROW_BUILD_BENCHMARKS=OFF \
+        -DARROW_BUILD_UTILITIES=OFF \
+        -DARROW_BUILD_STATIC=OFF \
+        -DBUILD_SHARED_LIBS=ON \
+        -DARROW_DATASET=ON \
+        -DARROW_FLIGHT=ON \
+        -DARROW_HDFS=ON \
+        -DARROW_JEMALLOC=ON \
+        -DARROW_MIMALLOC=ON \
+        -DARROW_ORC=ON \
+        -DARROW_PARQUET=ON \
+        -DARROW_PYTHON=ON \
+        -DARROW_S3=OFF \
+        -DARROW_DEPENDENCY_SOURCE=BUNDLED \
+        -DARROW_WITH_BROTLI=ON \
+        -DARROW_WITH_BZ2=ON \
+        -DARROW_WITH_LZ4=ON \
+        -DARROW_WITH_SNAPPY=ON \
+        -DARROW_WITH_ZLIB=ON \
+        -DARROW_WITH_ZSTD=ON \
+        -DARROW_WITH_THRIFT=ON \
+        -DCMAKE_CXX_STANDARD=17
+
+    cmake --build "$ARROW_BUILD_DIR" -j"$(nproc)"
+    cmake --install "$ARROW_BUILD_DIR"
+
+    ########################################
+    # Arrow environment
+    ########################################
+
+    export ARROW_HOME="$ARROW_INSTALL_DIR"
+
+    if [ -d "$ARROW_HOME/lib64" ]; then
+        export CMAKE_PREFIX_PATH="$ARROW_HOME/lib64/cmake"
+        export LD_LIBRARY_PATH="$ARROW_HOME/lib64:${LD_LIBRARY_PATH:-}"
+        export PKG_CONFIG_PATH="$ARROW_HOME/lib64/pkgconfig:${PKG_CONFIG_PATH:-}"
+    else
+        export CMAKE_PREFIX_PATH="$ARROW_HOME/lib/cmake"
+        export LD_LIBRARY_PATH="$ARROW_HOME/lib:${LD_LIBRARY_PATH:-}"
+        export PKG_CONFIG_PATH="$ARROW_HOME/lib/pkgconfig:${PKG_CONFIG_PATH:-}"
+    fi
+
+    ########################################
+    # Build PyArrow
+    ########################################
+
+    $PYTHON_CMD -m pip install \
+        setuptools-scm \
+        cython \
+        numpy \
+        build
+
+
+    cd "$ARROW_SRC_DIR/python"
+    rm -rf build dist *.egg-info
+
+    $PYTHON_CMD setup.py build_ext \
+        --build-type=release \
+        --with-flight \
+        --with-parquet \
+        --with-dataset \
+        --bundle-arrow-cpp
+
+    $PYTHON_CMD -m build --wheel
+
+    PYARROW_WHEEL=$(ls dist/*.whl | head -1)
+    echo "Installing generated pyarrow wheel: $PYARROW_WHEEL"
+    $PYTHON_CMD -m pip install "$PYARROW_WHEEL"
+
+    cd "$ROOT_DIR"
+}
+
+if ! $PYTHON_CMD -c "import pyarrow" >/dev/null 2>&1; then
+    echo "pyarrow is not installed for $PYTHON_CMD. Building from source..."
+    build_and_install_pyarrow
+else
+    echo "pyarrow is already installed for $PYTHON_CMD, skipping pyarrow build."
+fi
+
+# Clone repository
+rm -rf "$ROOT_DIR/$PACKAGE_NAME"
+git clone "$PACKAGE_URL" "$ROOT_DIR/$PACKAGE_NAME"
+cd "$ROOT_DIR/$PACKAGE_NAME"
+git checkout "$PACKAGE_VERSION"
+
+# Build wheel
+echo "Building $PACKAGE_NAME wheel with $PYTHON_CMD..."
+$PYTHON_CMD -m build --wheel
+
+# Install the package
+WHEEL_FILE=$(ls dist/*.whl | head -1)
+if ! $PYTHON_CMD -m pip install "$WHEEL_FILE" ; then
+    echo "------------------$PACKAGE_NAME:Install_fails-------------------------------------"
+    echo "$PACKAGE_URL $PACKAGE_NAME"
+    echo "$PACKAGE_NAME  |  $PACKAGE_URL | $PACKAGE_VERSION | GitHub | Fail |  Install_Fails"
+    exit 1
+fi
+
+echo "Build and installation completed successfully."
+
+# Run smoke tests
+echo "Running smoke tests with $PYTHON_CMD..."
+if ! $PYTHON_CMD - <<'EOF' > test_logs.txt 2>&1
+import ir_datasets
+
+print("ir_datasets version:", ir_datasets.__version__)
+
+dataset = ir_datasets.load("cranfield")
+print(dataset)
+
+assert dataset is not None
+
+print("Smoke test PASSED")
+EOF
+then
+    echo "------------------$PACKAGE_NAME:Test_fails-------------------------------------"
+    echo "Test logs saved to test_logs.txt"
+    echo "$PACKAGE_NAME  |  $PACKAGE_URL | $PACKAGE_VERSION | GitHub | Fail |  Test_Fails"
+    exit 1
+fi
+
+echo "All tests passed successfully!"
+echo "Test logs saved to test_logs.txt"
+
+# Run pytest tests
+echo "Running pytest tests with $PYTHON_CMD..."
+if [ -d test ]; then
+    cd test
+        if ! $PYTHON_CMD -m pytest -v --tb=short > ../pytest_logs.txt 2>&1; then
+            echo "------------------$PACKAGE_NAME:Pytest_fails-------------------------------------"
+            echo "Pytest logs saved to pytest_logs.txt"
+            echo "$PACKAGE_NAME  |  $PACKAGE_URL | $PACKAGE_VERSION | GitHub | Fail |  Pytest_Fails"
+            cd ..
+            exit 1
+        fi
+        cd ..
+        echo "Pytest tests passed successfully!"
+        echo "Pytest logs saved to pytest_logs.txt"
+else
+    echo "No tests directory found, skipping pytest"
+fi