diff --git a/.gitignore b/.gitignore
index 39bf792..95afdc5 100644
--- a/.gitignore
+++ b/.gitignore
@@ -10,4 +10,5 @@ prod-example/stacks/
 wandb/
 data/ContractOpportunitiesFull.csv
 awards_by_contractor_type.numbers
-text-to-sql-rag/log_app_wandb.py
\ No newline at end of file
+text-to-sql-rag/log_app_wandb.py
+app/eval_tutorial.py
\ No newline at end of file
diff --git a/app/__pycache__/deploy_datasette.cpython-311.pyc b/app/__pycache__/deploy_datasette.cpython-311.pyc
new file mode 100644
index 0000000..37f5df4
Binary files /dev/null and b/app/__pycache__/deploy_datasette.cpython-311.pyc differ
diff --git a/app/__pycache__/eval_tutorial.cpython-311.pyc b/app/__pycache__/eval_tutorial.cpython-311.pyc
new file mode 100644
index 0000000..6a64522
Binary files /dev/null and b/app/__pycache__/eval_tutorial.cpython-311.pyc differ
diff --git a/app/deploy_datasette.py b/app/deploy_datasette.py
new file mode 100644
index 0000000..2ab2458
--- /dev/null
+++ b/app/deploy_datasette.py
@@ -0,0 +1,70 @@
+import asyncio
+import pathlib
+import shutil
+import subprocess
+from datetime import datetime
+from urllib.request import urlretrieve
+
+from modal import Image, Period, Stub, Volume, asgi_app
+
+stub = Stub("gov-contracts")
+datasette_image = (
+    Image.debian_slim()
+    .pip_install("datasette~=0.63.2", "sqlite-utils")
+    .apt_install("unzip")
+)
+
+# ## Persistent dataset storage
+volume = Volume.from_name(
+    "gov-contracts-2", create_if_missing=True
+)
+
+VOLUME_DIR = "/cache-vol"
+REPORTS_DIR = pathlib.Path(VOLUME_DIR, "gov-contracts")
+DB_PATH = pathlib.Path(VOLUME_DIR, "gov-contracts.db")
+
+def chunks(it, size):
+    import itertools
+
+    return iter(lambda: tuple(itertools.islice(it, size)), ())
+
+@stub.function(
+    image=datasette_image,
+    volumes={VOLUME_DIR: volume},
+    timeout=900,
+)
+def prep_db():
+    import sqlite_utils
+
+    DB_PATH.parent.mkdir(parents=True, exist_ok=True)
+    db = sqlite_utils.Database(DB_PATH)
+
+    db.close()
+
+    print("Syncing DB with volume.")
+    volume.commit()
+
+# ## Web endpoint
+@stub.function(
+    image=datasette_image,
+    volumes={VOLUME_DIR: volume},
+    allow_concurrent_inputs=16,
+)
+@asgi_app()
+def app():
+    from datasette.app import Datasette
+    
+    print(DB_PATH)
+    ds = Datasette(files=[DB_PATH], settings={"sql_time_limit_ms": 10000})
+    asyncio.run(ds.invoke_startup())
+    return ds.app()
+
+# ## Publishing to the web
+@stub.local_entrypoint()
+def run():
+    print("Prepping SQLite DB...")
+    prep_db.remote()
+
+
+#### References
+##### 1. https://github.com/modal-labs/modal-examples/blob/main/10_integrations/covid_datasette.py
\ No newline at end of file
diff --git a/tests/__pycache__/test_app.cpython-311-pytest-7.4.4.pyc b/tests/__pycache__/test_app.cpython-311-pytest-7.4.4.pyc
index f964d41..69f50e6 100644
Binary files a/tests/__pycache__/test_app.cpython-311-pytest-7.4.4.pyc and b/tests/__pycache__/test_app.cpython-311-pytest-7.4.4.pyc differ