diff --git a/.idea/runConfigurations/tradingbot.xml b/.idea/runConfigurations/tradingbot.xml
new file mode 100644
index 0000000..c4e96a0
--- /dev/null
+++ b/.idea/runConfigurations/tradingbot.xml
@@ -0,0 +1,22 @@
+<component name="ProjectRunConfigurationManager">
+  <configuration default="false" name="tradingbot" type="PythonConfigurationType" factoryName="Python" nameIsGenerated="true">
+    <module name="MLTradingBot" />
+    <option name="ENV_FILES" value="" />
+    <option name="INTERPRETER_OPTIONS" value="" />
+    <option name="PARENT_ENVS" value="true" />
+    <option name="SDK_HOME" value="" />
+    <option name="SDK_NAME" value="Python 3.12 (MLTradingBot)" />
+    <option name="WORKING_DIRECTORY" value="$PROJECT_DIR$" />
+    <option name="IS_MODULE_SDK" value="false" />
+    <option name="ADD_CONTENT_ROOTS" value="true" />
+    <option name="ADD_SOURCE_ROOTS" value="true" />
+    <option name="SCRIPT_NAME" value="$PROJECT_DIR$/tradingbot.py" />
+    <option name="PARAMETERS" value="" />
+    <option name="SHOW_COMMAND_LINE" value="true" />
+    <option name="EMULATE_TERMINAL" value="false" />
+    <option name="MODULE_MODE" value="false" />
+    <option name="REDIRECT_INPUT" value="false" />
+    <option name="INPUT_FILE" value="" />
+    <method v="2" />
+  </configuration>
+</component>
\ No newline at end of file
diff --git a/.idea/workspace.xml b/.idea/workspace.xml
new file mode 100644
index 0000000..9fda6ca
--- /dev/null
+++ b/.idea/workspace.xml
@@ -0,0 +1,59 @@
+<?xml version="1.0" encoding="UTF-8"?>
+<project version="4">
+  <component name="AutoImportSettings">
+    <option name="autoReloadType" value="SELECTIVE" />
+  </component>
+  <component name="ChangeListManager">
+    <list default="true" id="bc298f17-5ee3-4825-9396-fdb1cbae39a4" name="Changes" comment="" />
+    <option name="SHOW_DIALOG" value="false" />
+    <option name="HIGHLIGHT_CONFLICTS" value="true" />
+    <option name="HIGHLIGHT_NON_ACTIVE_CHANGELIST" value="false" />
+    <option name="LAST_RESOLUTION" value="IGNORE" />
+  </component>
+  <component name="Git.Settings">
+    <option name="RECENT_GIT_ROOT_PATH" value="$PROJECT_DIR$" />
+  </component>
+  <component name="ProjectColorInfo"><![CDATA[{
+  "associatedIndex": 3
+}]]></component>
+  <component name="ProjectId" id="2f0nEP81V2B0fc7zRPt6Z3RpYdf" />
+  <component name="ProjectViewState">
+    <option name="hideEmptyMiddlePackages" value="true" />
+    <option name="showLibraryContents" value="true" />
+  </component>
+  <component name="PropertiesComponent"><![CDATA[{
+  "keyToString": {
+    "Python.python tradingbot.py.executor": "Run",
+    "Python.tradingbot.executor": "Run",
+    "RunOnceActivity.ShowReadmeOnStart": "true",
+    "ignore.virus.scanning.warn.message": "true",
+    "settings.editor.selected.configurable": "preferences.lookFeel"
+  }
+}]]></component>
+  <component name="RunAnythingCache">
+    <option name="myCommands">
+      <command value="conda create -n trader python=3.10" />
+      <command value="conda activate trader" />
+      <command value="pip install lumibot timedelta alpaca-trade-api==3.1.1" />
+      <command value="pip install torch torchvision torchaudio transformers" />
+    </option>
+  </component>
+  <component name="SharedIndexes">
+    <attachedChunks>
+      <set>
+        <option value="bundled-python-sdk-0509580d9d50-746f403e7f0c-com.jetbrains.pycharm.community.sharedIndexes.bundled-PC-241.14494.241" />
+      </set>
+    </attachedChunks>
+  </component>
+  <component name="SpellCheckerSettings" RuntimeDictionaries="0" Folders="0" CustomDictionaries="0" DefaultDictionary="application-level" UseSingleDictionary="true" transferred="true" />
+  <component name="TaskManager">
+    <task active="true" id="Default" summary="Default task">
+      <changelist id="bc298f17-5ee3-4825-9396-fdb1cbae39a4" name="Changes" comment="" />
+      <created>1712946750383</created>
+      <option name="number" value="Default" />
+      <option name="presentableId" value="Default" />
+      <updated>1712946750383</updated>
+    </task>
+    <servers />
+  </component>
+</project>
\ No newline at end of file
diff --git a/tradingbot.py b/tradingbot.py
index 15573a9..86b5d31 100644
--- a/tradingbot.py
+++ b/tradingbot.py
@@ -7,8 +7,8 @@
 from timedelta import Timedelta 
 from finbert_utils import estimate_sentiment
 
-API_KEY = "YOUR API KEY" 
-API_SECRET = "YOUR API SECRET" 
+API_KEY = "PKPJSW1XR30EPYAIBDMN"
+API_SECRET = "UISlL47d70PzazqtuM42Zl7oc7Rnz1UJJumn2wuK"
 BASE_URL = "https://paper-api.alpaca.markets"
 
 ALPACA_CREDS = {