diff --git a/poetry.lock b/poetry.lock
index c784b62..fca11c5 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -221,6 +221,20 @@ files = [
     {file = "blinker-1.8.2.tar.gz", hash = "sha256:8f77b09d3bf7c795e969e9486f39c2c5e9c39d4ee07424be2bc594ece9642d83"},
 ]
 
+[[package]]
+name = "branca"
+version = "0.7.2"
+description = "Generate complex HTML+JS pages with Python"
+optional = false
+python-versions = ">=3.7"
+files = [
+    {file = "branca-0.7.2-py3-none-any.whl", hash = "sha256:853a359c34d08fd06498be762d8be9932750db4049cac11e25dd6f23562e25c2"},
+    {file = "branca-0.7.2.tar.gz", hash = "sha256:ca4c94643ef31b819987ca5bd19c6009ea17b440baa3aac04628545f7a4da023"},
+]
+
+[package.dependencies]
+jinja2 = ">=3"
+
 [[package]]
 name = "brotli"
 version = "1.1.0"
@@ -867,6 +881,27 @@ files = [
     {file = "flatbuffers-24.3.25.tar.gz", hash = "sha256:de2ec5b203f21441716617f38443e0a8ebf3d25bf0d9c0bb0ce68fa00ad546a4"},
 ]
 
+[[package]]
+name = "folium"
+version = "0.17.0"
+description = "Make beautiful maps with Leaflet.js & Python"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "folium-0.17.0-py2.py3-none-any.whl", hash = "sha256:14210d054e9afad6ebac037495508297d78805fcfa16f859fdee10bb7f85c2c1"},
+    {file = "folium-0.17.0.tar.gz", hash = "sha256:48385df9a3f6ceca23647c2e8d87850c8a6e05b40db63266e7b8c6d2d734d4c6"},
+]
+
+[package.dependencies]
+branca = ">=0.6.0"
+jinja2 = ">=2.9"
+numpy = "*"
+requests = "*"
+xyzservices = "*"
+
+[package.extras]
+testing = ["pytest"]
+
 [[package]]
 name = "fonttools"
 version = "4.53.1"
@@ -2782,6 +2817,23 @@ watchdog = {version = ">=2.1.5,<5", markers = "platform_system != \"Darwin\""}
 [package.extras]
 snowflake = ["snowflake-connector-python (>=2.8.0)", "snowflake-snowpark-python (>=0.9.0)"]
 
+[[package]]
+name = "streamlit-folium"
+version = "0.22.0"
+description = "Render Folium objects in Streamlit"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "streamlit_folium-0.22.0-py3-none-any.whl", hash = "sha256:ee91553e6a6db285f6e6c61e047f1374d9428be1857332a36a552911dd22b7d0"},
+    {file = "streamlit_folium-0.22.0.tar.gz", hash = "sha256:9f2593507b53e16fa90b41dc7d1301d4327767a7787278843d18a91642c83682"},
+]
+
+[package.dependencies]
+branca = "*"
+folium = ">=0.13,<0.15.0 || >0.15.0"
+jinja2 = "*"
+streamlit = ">=1.13.0"
+
 [[package]]
 name = "tenacity"
 version = "8.5.0"
@@ -3004,6 +3056,17 @@ MarkupSafe = ">=2.1.1"
 [package.extras]
 watchdog = ["watchdog (>=2.3)"]
 
+[[package]]
+name = "xyzservices"
+version = "2024.6.0"
+description = "Source of XYZ tiles providers"
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "xyzservices-2024.6.0-py3-none-any.whl", hash = "sha256:fecb2508f0f2b71c819aecf5df2c03cef001c56a4b49302e640f3b34710d25e4"},
+    {file = "xyzservices-2024.6.0.tar.gz", hash = "sha256:58c1bdab4257d2551b9ef91cd48571f77b7c4d2bc45bf5e3c05ac97b3a4d7282"},
+]
+
 [[package]]
 name = "yarl"
 version = "1.9.4"
@@ -3125,4 +3188,4 @@ test = ["big-O", "importlib-resources", "jaraco.functools", "jaraco.itertools",
 [metadata]
 lock-version = "2.0"
 python-versions = ">3.9.7"
-content-hash = "920b521b9f95906941fcfbf73825e8d0342dce770e911f3f3e13efc49f150aa6"
+content-hash = "578ee902e8b285d4a7eba125d37115e981cf53ae43a68c638441dd76cc1d297f"
diff --git a/pyproject.toml b/pyproject.toml
index 42127aa..7b65970 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -25,6 +25,7 @@ email-validator = "2.1.1"
 openai = "^1.30.5"
 curl-cffi = "^0.7.1"
 streamlit = "^1.35.0"
+streamlit-folium = "^0.22.0"
 matplotlib = "3.9.0"
 seaborn = "^0.13.2"
 numpy = "^1.26.4"