diff --git a/examples/projects/option-greeks/querying.py b/examples/projects/option-greeks/querying.py
new file mode 100644
index 00000000..539ba50b
--- /dev/null
+++ b/examples/projects/option-greeks/querying.py
@@ -0,0 +1,82 @@
+# Copyright © 2024 Pathway
+
+
+import logging
+import os
+import signal
+import traceback
+from threading import Thread
+
+import pandas as pd
+import uvicorn
+from fastapi import FastAPI, HTTPException, Response
+from pydantic import BaseModel
+
+import pathway as pw
+
+app = FastAPI()
+
+
+class IntegratedTable:
+    data: dict
+    schema: pw.Schema
+
+    def __init__(self, data, schema):
+        self.data = data
+        self.schema = schema
+
+    def serialize(self):
+        return pd.DataFrame.from_records(
+            list(self.data.values()),
+            columns=list(self.schema.keys()) + ["id"],
+            index="id",
+        ).to_json(default_handler=str)
+
+
+registered_tables: dict[str, IntegratedTable] = {}
+
+
+class RegisteredTablesResponse(BaseModel):
+    tables: dict[str, list]
+
+
+@app.get("/get_table")
+async def get_table(alias: str):
+    if alias in registered_tables:
+        return Response(
+            registered_tables[alias].serialize(), media_type="application/json"
+        )
+        return
+    else:
+        raise HTTPException(status_code=404, detail=f"Table `{alias}` not found")
+
+
+def register_table(self: pw.Table, alias: str, *, short_pointers=True):
+    integrated = {}
+
+    def update(key, row, time, is_addition):
+        row["id"] = key
+        if is_addition:
+            integrated[key] = tuple(row.values())
+        else:
+            del integrated[key]
+
+    pw.io.subscribe(self, on_change=update)  # todo: support time end
+    registered_tables[alias] = IntegratedTable(data=integrated, schema=self.schema)
+
+
+def run_with_querying(*, pathway_kwargs={}, uvicorn_kwargs={}):
+    def _run():
+        try:
+            pw.run(**pathway_kwargs)
+        except Exception:
+            logging.error(traceback.format_exc())
+            signal.raise_signal(signal.SIGINT)
+
+    if os.environ.get("PATHWAY_PROCESS_ID", "0") == "0":
+        t = Thread(target=_run)
+        t.start()
+        uvicorn.run(app, loop="asyncio", **uvicorn_kwargs)
+        t.join()
+    else:
+        _run()
diff --git a/examples/projects/option-greeks/requirements.txt b/examples/projects/option-greeks/requirements.txt
index 0bacc6cb..e4009f62 100644
--- a/examples/projects/option-greeks/requirements.txt
+++ b/examples/projects/option-greeks/requirements.txt
@@ -3,3 +3,7 @@ pandas
 scipy
 pathway
 python-dotenv
+fastapi
+pydantic
+streamlit
+uvicorn
diff --git a/examples/projects/option-greeks/streamlit_ux.py b/examples/projects/option-greeks/streamlit_ux.py
index 42c36e15..f70c874c 100644
--- a/examples/projects/option-greeks/streamlit_ux.py
+++ b/examples/projects/option-greeks/streamlit_ux.py
@@ -5,11 +5,11 @@
 import requests
 import streamlit as st
 from dotenv import load_dotenv
+from querying import register_table, run_with_querying
 from requests.adapters import HTTPAdapter
 from urllib3.util.retry import Retry
 
 import pathway as pw
-from common.pathway.querying import register_table, run_with_querying
 
 
 def send_table_to_web(port: int, table: pw.Table, alias: str):