diff --git a/.gitignore b/.gitignore
index c4a487a..9d2eb84 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,6 +1,8 @@
 /node_modules
+/venv
 .DS_Store
 .env
 npm-debug.log*
 yarn-debug.log*
-yarn-error.log*
\ No newline at end of file
+yarn-error.log*
+__pycache__/
\ No newline at end of file
diff --git a/functions/getCoordinates.py b/functions/getCoordinates.py
new file mode 100644
index 0000000..e231da6
--- /dev/null
+++ b/functions/getCoordinates.py
@@ -0,0 +1,30 @@
+from typing import Optional, TypedDict
+import geocoder
+import json
+import sys
+from pydantic import BaseModel
+
+class SymphonyRequest(BaseModel):
+    address: str  # The IP address to get the coordinates of. Defaults to 'me'.
+
+class SymphonyResponse(BaseModel):
+    lat: float
+    lng: float
+
+def handler(request: SymphonyRequest) -> SymphonyResponse:
+    """
+    Returns the latitude and longitude of the given IP address.
+    """
+    address = request.address
+
+    g = geocoder.ip(address)
+    lat, lng = g.latlng
+
+    return SymphonyResponse(lat=lat, lng=lng)
+
+
+if __name__ == "__main__":
+    args = json.loads(sys.argv[1])
+    request = SymphonyRequest(address=args['address'])
+    response = handler(request)
+    print(response.json())
diff --git a/functions/getDogFacts.py b/functions/getDogFacts.py
new file mode 100644
index 0000000..6b004da
--- /dev/null
+++ b/functions/getDogFacts.py
@@ -0,0 +1,25 @@
+import requests
+import json
+import sys
+from pydantic import BaseModel
+
+class SymphonyRequest(BaseModel):
+    pass  # No input required for this function
+
+class SymphonyResponse(BaseModel):
+    facts: list  # The list of dog facts
+
+def handler(request: SymphonyRequest) -> SymphonyResponse:
+    """
+    Fetches dog facts from an API.
+    """
+    response = requests.get('https://dog-api.kinduff.com/api/facts')
+    data = response.json()
+
+    return SymphonyResponse(facts=data['facts'])
+
+if __name__ == "__main__":
+    args = json.loads(sys.argv[1])
+    request = SymphonyRequest()
+    response = handler(request)
+    print(response.json())
\ No newline at end of file
diff --git a/functions/getMatrixMul.py b/functions/getMatrixMul.py
new file mode 100644
index 0000000..e4f85ab
--- /dev/null
+++ b/functions/getMatrixMul.py
@@ -0,0 +1,28 @@
+from typing import List
+from pydantic import BaseModel
+import json
+import sys
+
+class SymphonyRequest(BaseModel):
+    matrix1: List[List[float]]  # The first matrix to be multiplied.
+    matrix2: List[List[float]]  # The second matrix to be multiplied.
+
+class SymphonyResponse(BaseModel):
+    result: List[List[float]]  # The result of the matrix multiplication.
+
+def handler(request: SymphonyRequest) -> SymphonyResponse:
+    """
+    Multiplies two matrices.
+    """
+    matrix1 = request.matrix1
+    matrix2 = request.matrix2
+
+    result = [[sum(a*b for a, b in zip(X_row, Y_col)) for Y_col in zip(*matrix2)] for X_row in matrix1]
+
+    return SymphonyResponse(result=result)
+
+if __name__ == "__main__":
+    args = json.loads(sys.argv[1])
+    request = SymphonyRequest(matrix1=args['matrix1'], matrix2=args['matrix2'])
+    response = handler(request)
+    print(response.json())
\ No newline at end of file
diff --git a/functions/getWeather.ts b/functions/getWeather.ts
index fa48da3..5aae42f 100644
--- a/functions/getWeather.ts
+++ b/functions/getWeather.ts
@@ -1,12 +1,12 @@
 import axios from "axios";
 
 /**
- * @property {string} lat Latitude of the city.
- * @property {string} lon Longitude of the city.
+ * @property {number} lat Latitude of the city.
+ * @property {number} lon Longitude of the city.
  */
 interface SymphonyRequest {
-  lat: string;
-  lon: string;
+  lat: number;
+  lon: number;
 }
 
 /**
diff --git a/package-scripts.js b/package-scripts.js
index 681ae30..29f972f 100644
--- a/package-scripts.js
+++ b/package-scripts.js
@@ -13,12 +13,17 @@ requiredEnvVariables.forEach((variable) => {
     process.exit(1);
   }
 });
+
 module.exports = {
   scripts: {
-    describe: "nodemon --watch functions --exec ts-node server/describe.ts",
+    describe: {
+      ts: "nodemon --watch functions --exec yarn ts-node server/typescript/describe.ts",
+      py: "nodemon --watch functions --exec python3 server/python/describe.py",
+      all: npsUtils.concurrent.nps("describe.ts", "describe.py"),
+    },
     service: "ts-node server/service.ts",
     studio: "react-scripts start",
-    start: npsUtils.concurrent.nps("describe", "service", "studio"),
+    start: npsUtils.concurrent.nps("describe.all", "service", "studio"),
     clean: "yarn rimraf node_modules",
   },
 };
diff --git a/package.json b/package.json
index fba04e3..b1fb80d 100644
--- a/package.json
+++ b/package.json
@@ -21,6 +21,7 @@
     "xstate": "^4.38.2"
   },
   "devDependencies": {
+    "ts-node": "^10.9.1",
     "modularscale-sass": "^3.0.10",
     "nodemon": "^3.0.1",
     "typescript": "^5.2.2"
diff --git a/server/python/describe.py b/server/python/describe.py
new file mode 100644
index 0000000..edc35cd
--- /dev/null
+++ b/server/python/describe.py
@@ -0,0 +1,48 @@
+import os
+import json
+from pydantic import BaseModel
+from typing import Any, Callable, Type
+import sys
+
+sys.path.insert(0, os.path.abspath('functions'))
+
+def generate_function_description(name, function: Callable[..., Any], request_model: Type[BaseModel], response_model: Type[BaseModel]) -> dict:
+    request_schema = request_model.model_json_schema()
+    response_schema = response_model.model_json_schema()
+
+    # Remove the title field
+    request_schema.pop('title', None)
+    response_schema.pop('title', None)
+
+    # Reorder the fields so that 'type' comes first
+    request_schema = {'type': request_schema['type'], **request_schema}
+    response_schema = {'type': response_schema['type'], **response_schema}
+
+    
+    function_description = {
+        "name": name,
+        "description": function.__doc__,
+        "parameters": request_schema,
+        "returns": response_schema,
+    }
+    return function_description
+
+def main(directory):
+    descriptions = []
+    for filename in os.listdir(directory):
+        if filename.endswith('.py'):
+            module_name = filename[:-3] 
+            module = __import__(f'{module_name}')
+            function = getattr(module, 'handler')
+            symphony_request = getattr(module, 'SymphonyRequest')
+            symphony_response = getattr(module, 'SymphonyResponse')
+            fn_name = module_name + '-py'
+            description = generate_function_description(fn_name, function, symphony_request, symphony_response)
+            descriptions.append(description)
+
+    with open('./server/python/descriptions.json', 'w') as f:
+        json.dump(descriptions, f, indent=4)
+
+if __name__ == '__main__':
+    directory = 'functions'
+    main(directory)
diff --git a/server/python/descriptions.json b/server/python/descriptions.json
new file mode 100644
index 0000000..993fb33
--- /dev/null
+++ b/server/python/descriptions.json
@@ -0,0 +1,107 @@
+[
+    {
+        "name": "getDogFacts-py",
+        "description": "\n    Fetches dog facts from an API.\n    ",
+        "parameters": {
+            "type": "object",
+            "properties": {}
+        },
+        "returns": {
+            "type": "object",
+            "properties": {
+                "facts": {
+                    "items": {},
+                    "title": "Facts",
+                    "type": "array"
+                }
+            },
+            "required": [
+                "facts"
+            ]
+        }
+    },
+    {
+        "name": "getMatrixMul-py",
+        "description": "\n    Multiplies two matrices.\n    ",
+        "parameters": {
+            "type": "object",
+            "properties": {
+                "matrix1": {
+                    "items": {
+                        "items": {
+                            "type": "number"
+                        },
+                        "type": "array"
+                    },
+                    "title": "Matrix1",
+                    "type": "array"
+                },
+                "matrix2": {
+                    "items": {
+                        "items": {
+                            "type": "number"
+                        },
+                        "type": "array"
+                    },
+                    "title": "Matrix2",
+                    "type": "array"
+                }
+            },
+            "required": [
+                "matrix1",
+                "matrix2"
+            ]
+        },
+        "returns": {
+            "type": "object",
+            "properties": {
+                "result": {
+                    "items": {
+                        "items": {
+                            "type": "number"
+                        },
+                        "type": "array"
+                    },
+                    "title": "Result",
+                    "type": "array"
+                }
+            },
+            "required": [
+                "result"
+            ]
+        }
+    },
+    {
+        "name": "getCoordinates-py",
+        "description": "\n    Returns the latitude and longitude of the given IP address.\n    ",
+        "parameters": {
+            "type": "object",
+            "properties": {
+                "address": {
+                    "title": "Address",
+                    "type": "string"
+                }
+            },
+            "required": [
+                "address"
+            ]
+        },
+        "returns": {
+            "type": "object",
+            "properties": {
+                "lat": {
+                    "title": "Lat",
+                    "type": "number"
+                },
+                "lng": {
+                    "title": "Lng",
+                    "type": "number"
+                }
+            },
+            "required": [
+                "lat",
+                "lng"
+            ]
+        }
+    }
+]
\ No newline at end of file
diff --git a/server/service.ts b/server/service.ts
index 280d562..3801f68 100644
--- a/server/service.ts
+++ b/server/service.ts
@@ -2,11 +2,13 @@ import { Server } from "ws";
 import { createServer } from "http";
 import { createMachine, interpret, EventObject, assign } from "xstate";
 import OpenAI from "openai";
-import * as functionDescriptions from "./descriptions.json";
+import * as typescriptFunctions from "./typescript/descriptions.json";
+import * as pythonFunctions from "./python/descriptions.json";
 import { pipe } from "fp-ts/lib/function";
 import * as RAR from "fp-ts/ReadonlyArray";
 import * as O from "fp-ts/Option";
 import * as dotenv from "dotenv";
+import { exec } from "child_process";
 
 dotenv.config();
 
@@ -61,25 +63,53 @@ const machine = createMachine(
               );
 
               if (O.isSome(functionCall)) {
-                const name = functionCall.value.name;
+                const name = functionCall.value.name.replace("-", ".");
                 const args = JSON.parse(functionCall.value.arguments);
 
-                import(`../functions/${name}.ts`)
-                  .then(async (module) => {
-                    const result = await module.default(args);
-
-                    const message = {
-                      role: "function",
-                      name,
-                      content: JSON.stringify(result),
-                    };
-
-                    resolve(message);
-                  })
-                  .catch((err) => {
-                    console.error(`Failed to load function ${name}:`, err);
-                    resolve(null);
-                  });
+                if (name.includes(".ts")) {
+                  import(`../functions/${name}`)
+                    .then(async (module) => {
+                      const result = await module.default(args);
+
+                      const message = {
+                        role: "function",
+                        name: name.replace(".", "-"),
+                        content: JSON.stringify(result),
+                      };
+
+                      resolve(message);
+                    })
+                    .catch((err) => {
+                      console.error(`Failed to load function ${name}:`, err);
+                      resolve(null);
+                    });
+                } else if (name.includes(".py")) {
+                  const pythonInterpreterPath = "venv/bin/python3";
+                  const pythonScriptPath = `functions/${name}`;
+                  const argsString = JSON.stringify(args);
+                  
+                  exec(
+                    `${pythonInterpreterPath} ${pythonScriptPath} '${argsString}'`,
+                    (error, stdout) => {
+                      if (error) {
+                        console.error(
+                          `Failed to execute python script ${name}:`,
+                          error
+                        );
+
+                        resolve(null);
+                      } else {
+                        const message = {
+                          role: "function",
+                          name: name.replace(".", "-"),
+                          content: stdout,
+                        };
+
+                        resolve(message);
+                      }
+                    }
+                  );
+                }
               } else {
                 resolve(null);
               }
@@ -102,7 +132,7 @@ const machine = createMachine(
             openai.chat.completions.create({
               messages: [...context.messages, event.data],
               model: "gpt-4",
-              functions: functionDescriptions,
+              functions: [...typescriptFunctions, ...pythonFunctions],
             }),
           onDone: {
             target: "function",
diff --git a/server/describe.ts b/server/typescript/describe.ts
similarity index 82%
rename from server/describe.ts
rename to server/typescript/describe.ts
index f17e485..3b66027 100644
--- a/server/describe.ts
+++ b/server/typescript/describe.ts
@@ -47,7 +47,7 @@ function generateMetadata(sourceFile: ts.SourceFile, fileName: string) {
     }
   });
 
-  metadata.name = fileName.replace(".ts", "");
+  metadata.name = fileName.replace(".", "-");
   return metadata;
 }
 
@@ -100,21 +100,23 @@ const readFiles = new Promise((resolve, reject) => {
       reject(error);
     }
 
-    files.forEach((fileName) => {
-      const code = fs.readFileSync(
-        `${FUNCTIONS_DIRECTORY}/${fileName}`,
-        "utf8"
-      );
-      const sourceFile = ts.createSourceFile(
-        "temp.ts",
-        code,
-        ts.ScriptTarget.Latest,
-        true
-      );
-
-      const metadata = generateMetadata(sourceFile, fileName);
-      metadatas.push(metadata);
-    });
+    files
+      .filter((fileName) => fileName.endsWith(".ts"))
+      .forEach((fileName) => {
+        const code = fs.readFileSync(
+          `${FUNCTIONS_DIRECTORY}/${fileName}`,
+          "utf8"
+        );
+        const sourceFile = ts.createSourceFile(
+          "temp.ts",
+          code,
+          ts.ScriptTarget.Latest,
+          true
+        );
+
+        const metadata = generateMetadata(sourceFile, fileName);
+        metadatas.push(metadata);
+      });
 
     resolve(metadatas);
   });
@@ -123,7 +125,7 @@ const readFiles = new Promise((resolve, reject) => {
 readFiles
   .then((metadatas) => {
     fs.writeFileSync(
-      "./server/descriptions.json",
+      "./server/typescript/descriptions.json",
       JSON.stringify(metadatas, null, 2)
     );
   })
diff --git a/server/descriptions.json b/server/typescript/descriptions.json
similarity index 84%
rename from server/descriptions.json
rename to server/typescript/descriptions.json
index 04bd62d..4edabc5 100644
--- a/server/descriptions.json
+++ b/server/typescript/descriptions.json
@@ -1,16 +1,16 @@
 [
   {
-    "name": "getWeather",
+    "name": "getWeather-ts",
     "description": "Gets temperature of a city.",
     "parameters": {
       "type": "object",
       "properties": {
         "lat": {
-          "type": "string",
+          "type": "number",
           "description": "Latitude of the city."
         },
         "lon": {
-          "type": "string",
+          "type": "number",
           "description": "Longitude of the city."
         }
       },
@@ -21,7 +21,7 @@
     }
   },
   {
-    "name": "kelvinToCelsius",
+    "name": "kelvinToCelsius-ts",
     "description": "Converts Kelvin to Celsius.",
     "parameters": {
       "type": "object",
diff --git a/src/index.js b/src/index.js
index 05f949b..4770096 100644
--- a/src/index.js
+++ b/src/index.js
@@ -9,7 +9,10 @@ const Message = ({ message }) => {
       <div className={cx("avatar", { user: message.role === "user" })} />
       {message.function_call ? (
         <div className="function">
-          <div className="name">{`Calling ${message.function_call.name}`}</div>
+          <div className="name">{`Calling ${message.function_call.name.replace(
+            "-",
+            "."
+          )}`}</div>
           <pre className="json">
             {JSON.stringify(
               JSON.parse(message.function_call.arguments),
@@ -32,6 +35,17 @@ const Message = ({ message }) => {
   );
 };
 
+const ChainOfThought = ({ messages }) => {
+  return (
+    <details open>
+      <summary>Chain of Thought</summary>
+      {messages.map((message, index) => (
+        <Message key={index} {...{ message }} />
+      ))}
+    </details>
+  );
+};
+
 const App = () => {
   const socketRef = useRef(null);
   const [messages, setMessages] = useState([]);
@@ -83,10 +97,33 @@ const App = () => {
       </div>
 
       <div className="conversation">
+
         <div className="messages" ref={messagesRef}>
-          {messages.map((message, index) => (
-            <Message key={index} {...{ message }} />
-          ))}
+          {messages.map((message, index, allMessages) => {
+            if (message.role === "user") {
+              // Find all function messages after this user message and before the next user message
+              const functionMessages = [];
+              for (let i = index + 1; i < allMessages.length; i++) {
+                if (allMessages[i].role === "user") break;
+                if (
+                  allMessages[i].function_call ||
+                  allMessages[i].role === "function"
+                ) {
+                  functionMessages.push(allMessages[i]);
+                }
+              }
+              return (
+                <React.Fragment key={index}>
+                  <Message {...{ message }} />
+                  {functionMessages.length > 0 && (
+                    <ChainOfThought messages={functionMessages} />
+                  )}
+                </React.Fragment>
+              );
+            } else if (!message.function_call && message.role !== "function") {
+              return <Message key={index} {...{ message }} />;
+            }
+          })}
         </div>
       </div>
 
diff --git a/src/index.scss b/src/index.scss
index a8c10d3..8b1b401 100644
--- a/src/index.scss
+++ b/src/index.scss
@@ -29,6 +29,25 @@ body {
   font-family: "DM Sans", sans-serif;
 }
 
+details {
+  margin: 10px 0;
+  border: 1px solid $neutral-300;
+  border-radius: 5px;
+  padding: 10px;
+  background-color: rgba(245, 245, 245, 0.7); /* Light gray with 70% opacity */
+
+  .message .avatar {
+    margin-top: 10px; /* Add a top margin to align with the message text */
+  }
+}
+
+summary {
+  font-size: 0.9em;
+  font-weight: bold;
+  color: $neutral-700;
+  cursor: pointer;
+}
+
 .page {
   height: 100dvh;
   width: 100vw;
@@ -45,7 +64,7 @@ body {
 
     .name {
       font-size: ms(-1);
-      color: $neutral-500;
+      color: $neutral-600;
     }
 
     .status {
@@ -119,6 +138,9 @@ body {
         }
 
         .function {
+          margin-top: 10px;
+          font-size: 0.9em;
+          color: $neutral-600;
           border-radius: ms(-8);
         }
 
@@ -153,4 +175,5 @@ body {
   .send {
     font-size: ms(0);
   }
+
 }
diff --git a/yarn.lock b/yarn.lock
index edc81ab..f3386b1 100644
--- a/yarn.lock
+++ b/yarn.lock
@@ -1147,6 +1147,13 @@
   resolved "https://registry.yarnpkg.com/@bcoe/v8-coverage/-/v8-coverage-0.2.3.tgz#75a2e8b51cb758a7553d6804a5932d7aace75c39"
   integrity sha512-0hYQ8SB4Db5zvZB4axdMHGwEaQjkZzFjQiN9LVYvIFB2nSUHW9tYpxWriPrWDASIxiaXax83REcLxuSdnGPZtw==
 
+"@cspotcode/source-map-support@^0.8.0":
+  version "0.8.1"
+  resolved "https://registry.yarnpkg.com/@cspotcode/source-map-support/-/source-map-support-0.8.1.tgz#00629c35a688e05a88b1cda684fb9d5e73f000a1"
+  integrity sha512-IchNf6dN4tHoMFIn/7OE8LWZ19Y6q/67Bmf6vnGREv8RSbBVb9LPJxEcnwrcwX6ixSvaiGoomAUvu4YSxXrVgw==
+  dependencies:
+    "@jridgewell/trace-mapping" "0.3.9"
+
 "@csstools/normalize.css@*":
   version "12.0.0"
   resolved "https://registry.yarnpkg.com/@csstools/normalize.css/-/normalize.css-12.0.0.tgz#a9583a75c3f150667771f30b60d9f059473e62c4"
@@ -1544,7 +1551,7 @@
     "@jridgewell/sourcemap-codec" "^1.4.10"
     "@jridgewell/trace-mapping" "^0.3.9"
 
-"@jridgewell/resolve-uri@^3.1.0":
+"@jridgewell/resolve-uri@^3.0.3", "@jridgewell/resolve-uri@^3.1.0":
   version "3.1.1"
   resolved "https://registry.yarnpkg.com/@jridgewell/resolve-uri/-/resolve-uri-3.1.1.tgz#c08679063f279615a3326583ba3a90d1d82cc721"
   integrity sha512-dSYZh7HhCDtCKm4QakX0xFpsRDqjjtZf/kjI/v3T3Nwt5r8/qz/M19F9ySyOqU94SXBmeG9ttTul+YnR4LOxFA==
@@ -1567,6 +1574,14 @@
   resolved "https://registry.yarnpkg.com/@jridgewell/sourcemap-codec/-/sourcemap-codec-1.4.15.tgz#d7c6e6755c78567a951e04ab52ef0fd26de59f32"
   integrity sha512-eF2rxCRulEKXHTRiDrDy6erMYWqNw4LPdQ8UQA4huuxaQsVeRPFl2oM8oDGxMFhJUWZf9McpLtJasDDZb/Bpeg==
 
+"@jridgewell/trace-mapping@0.3.9":
+  version "0.3.9"
+  resolved "https://registry.yarnpkg.com/@jridgewell/trace-mapping/-/trace-mapping-0.3.9.tgz#6534fd5933a53ba7cbf3a17615e273a0d1273ff9"
+  integrity sha512-3Belt6tdc8bPgAtbcmdtNJlirVoTmEb5e2gC94PnkwEW9jI6CAHUeoG85tjWP5WquqfavoMtMwiG4P926ZKKuQ==
+  dependencies:
+    "@jridgewell/resolve-uri" "^3.0.3"
+    "@jridgewell/sourcemap-codec" "^1.4.10"
+
 "@jridgewell/trace-mapping@^0.3.17", "@jridgewell/trace-mapping@^0.3.9":
   version "0.3.19"
   resolved "https://registry.yarnpkg.com/@jridgewell/trace-mapping/-/trace-mapping-0.3.19.tgz#f8a3249862f91be48d3127c3cfe992f79b4b8811"
@@ -1807,6 +1822,26 @@
   resolved "https://registry.yarnpkg.com/@trysound/sax/-/sax-0.2.0.tgz#cccaab758af56761eb7bf37af6f03f326dd798ad"
   integrity sha512-L7z9BgrNEcYyUYtF+HaEfiS5ebkh9jXqbszz7pC0hRBPaatV0XjSD3+eHrpqFemQfgwiFF0QPIarnIihIDn7OA==
 
+"@tsconfig/node10@^1.0.7":
+  version "1.0.9"
+  resolved "https://registry.yarnpkg.com/@tsconfig/node10/-/node10-1.0.9.tgz#df4907fc07a886922637b15e02d4cebc4c0021b2"
+  integrity sha512-jNsYVVxU8v5g43Erja32laIDHXeoNvFEpX33OK4d6hljo3jDhCBDhx5dhCCTMWUojscpAagGiRkBKxpdl9fxqA==
+
+"@tsconfig/node12@^1.0.7":
+  version "1.0.11"
+  resolved "https://registry.yarnpkg.com/@tsconfig/node12/-/node12-1.0.11.tgz#ee3def1f27d9ed66dac6e46a295cffb0152e058d"
+  integrity sha512-cqefuRsh12pWyGsIoBKJA9luFu3mRxCA+ORZvA4ktLSzIuCUtWVxGIuXigEwO5/ywWFMZ2QEGKWvkZG1zDMTag==
+
+"@tsconfig/node14@^1.0.0":
+  version "1.0.3"
+  resolved "https://registry.yarnpkg.com/@tsconfig/node14/-/node14-1.0.3.tgz#e4386316284f00b98435bf40f72f75a09dabf6c1"
+  integrity sha512-ysT8mhdixWK6Hw3i1V2AeRqZ5WfXg1G43mqoYlM2nc6388Fq5jcXyr5mRsqViLx/GJYdoL0bfXD8nmF+Zn/Iow==
+
+"@tsconfig/node16@^1.0.2":
+  version "1.0.4"
+  resolved "https://registry.yarnpkg.com/@tsconfig/node16/-/node16-1.0.4.tgz#0b92dcc0cc1c81f6f306a381f28e31b1a56536e9"
+  integrity sha512-vxhUy4J8lyeyinH7Azl1pdd43GJhZH/tP2weN8TntQblOY+A0XbT8DJk1/oCPuOOyg/Ja757rG0CgHcWC8OfMA==
+
 "@types/babel__core@^7.0.0", "@types/babel__core@^7.1.14":
   version "7.20.1"
   resolved "https://registry.yarnpkg.com/@types/babel__core/-/babel__core-7.20.1.tgz#916ecea274b0c776fec721e333e55762d3a9614b"
@@ -2376,12 +2411,17 @@ acorn-walk@^7.1.1:
   resolved "https://registry.yarnpkg.com/acorn-walk/-/acorn-walk-7.2.0.tgz#0de889a601203909b0fbe07b8938dc21d2e967bc"
   integrity sha512-OPdCF6GsMIP+Az+aWfAAOEt2/+iVDKE7oy6lJ098aoe59oAmK76qV6Gw60SbZ8jHuG2wH058GF4pLFbYamYrVA==
 
+acorn-walk@^8.1.1:
+  version "8.2.0"
+  resolved "https://registry.yarnpkg.com/acorn-walk/-/acorn-walk-8.2.0.tgz#741210f2e2426454508853a2f44d0ab83b7f69c1"
+  integrity sha512-k+iyHEuPgSw6SbuDpGQM+06HQUa04DZ3o+F6CSzXMvvI5KMvnaEqXe+YVe555R9nn6GPt404fos4wcgpw12SDA==
+
 acorn@^7.1.1:
   version "7.4.1"
   resolved "https://registry.yarnpkg.com/acorn/-/acorn-7.4.1.tgz#feaed255973d2e77555b83dbc08851a6c63520fa"
   integrity sha512-nQyp0o1/mNdbTO1PO6kHkwSrmgZ0MT/jCCpNiwbUjGoRN4dlBhqJtoQuCnEOKzgTVwg0ZWiCoQy6SxMebQVh8A==
 
-acorn@^8.2.4, acorn@^8.7.1, acorn@^8.8.2, acorn@^8.9.0:
+acorn@^8.2.4, acorn@^8.4.1, acorn@^8.7.1, acorn@^8.8.2, acorn@^8.9.0:
   version "8.10.0"
   resolved "https://registry.yarnpkg.com/acorn/-/acorn-8.10.0.tgz#8be5b3907a67221a81ab23c7889c4c5526b62ec5"
   integrity sha512-F0SAmZ8iUtS//m8DmCTA0jlh6TDKkHQyK6xc6V4KDTyZKA9dnvX9/3sRTVQrWm79glUAZbnmmNcdYwUIHWVybw==
@@ -2516,6 +2556,11 @@ anymatch@^3.0.3, anymatch@~3.1.2:
     normalize-path "^3.0.0"
     picomatch "^2.0.4"
 
+arg@^4.1.0:
+  version "4.1.3"
+  resolved "https://registry.yarnpkg.com/arg/-/arg-4.1.3.tgz#269fc7ad5b8e42cb63c896d5666017261c144089"
+  integrity sha512-58S9QDqG0Xx27YwPSt9fJxivjYl432YCwfDMfZ+71RAqUrZef7LrKQZ3LHLOwCS4FLNBplP533Zx895SeOCHvA==
+
 arg@^5.0.2:
   version "5.0.2"
   resolved "https://registry.yarnpkg.com/arg/-/arg-5.0.2.tgz#c81433cc427c92c4dcf4865142dbca6f15acd59c"
@@ -3426,6 +3471,11 @@ cpy@^4.0.0:
     object-assign "^4.0.1"
     pinkie-promise "^2.0.0"
 
+create-require@^1.1.0:
+  version "1.1.1"
+  resolved "https://registry.yarnpkg.com/create-require/-/create-require-1.1.1.tgz#c1d7e8f1e5f6cfc9ff65f9cd352d37348756c333"
+  integrity sha512-dcKFX3jn0MpIaXjisoRvexIJVEKzaq7z2rZKxf+MSr9TkdmHmsU4m2lcLojrj/FHl8mk5VxMmYA+ftRkP/3oKQ==
+
 cross-env@^3.1.4:
   version "3.2.4"
   resolved "https://registry.yarnpkg.com/cross-env/-/cross-env-3.2.4.tgz#9e0585f277864ed421ce756f81a980ff0d698aba"
@@ -3802,6 +3852,11 @@ diff-sequences@^27.5.1:
   resolved "https://registry.yarnpkg.com/diff-sequences/-/diff-sequences-27.5.1.tgz#eaecc0d327fd68c8d9672a1e64ab8dccb2ef5327"
   integrity sha512-k1gCAXAsNgLwEL+Y8Wvl+M6oEFj5bgazfZULpS5CneoPPXRaCCW7dm+q21Ky2VEE5X+VeRDBVg1Pcvvsr4TtNQ==
 
+diff@^4.0.1:
+  version "4.0.2"
+  resolved "https://registry.yarnpkg.com/diff/-/diff-4.0.2.tgz#60f3aecb89d5fae520c11aa19efc2bb982aade7d"
+  integrity sha512-58lmxKSA4BNyLz+HHMUzlOEpg09FV+ev6ZMe3vJihgdxzgcwZ8VoEEPmALCZG9LmqfVoNMMKpttIYTVG6uDY7A==
+
 digest-fetch@^1.3.0:
   version "1.3.0"
   resolved "https://registry.yarnpkg.com/digest-fetch/-/digest-fetch-1.3.0.tgz#898e69264d00012a23cf26e8a3e40320143fc661"
@@ -6574,6 +6629,11 @@ make-dir@^4.0.0:
   dependencies:
     semver "^7.5.3"
 
+make-error@^1.1.1:
+  version "1.3.6"
+  resolved "https://registry.yarnpkg.com/make-error/-/make-error-1.3.6.tgz#2eb2e37ea9b67c4891f684a1394799af484cf7a2"
+  integrity sha512-s8UhlNe7vPKomQhC1qFelMokr/Sc3AgNbso3n74mVPA5LTZwkB9NlXf4XPamLxJE8h0gh73rM94xvwRT2CVInw==
+
 makeerror@1.0.12:
   version "1.0.12"
   resolved "https://registry.yarnpkg.com/makeerror/-/makeerror-1.0.12.tgz#3e5dd2079a82e812e983cc6610c4a2cb0eaa801a"
@@ -9510,6 +9570,25 @@ ts-interface-checker@^0.1.9:
   resolved "https://registry.yarnpkg.com/ts-interface-checker/-/ts-interface-checker-0.1.13.tgz#784fd3d679722bc103b1b4b8030bcddb5db2a699"
   integrity sha512-Y/arvbn+rrz3JCKl9C4kVNfTfSm2/mEp5FSz5EsZSANGPSlQrpRI5M4PKF+mJnE52jOO90PnPSc3Ur3bTQw0gA==
 
+ts-node@^10.9.1:
+  version "10.9.1"
+  resolved "https://registry.yarnpkg.com/ts-node/-/ts-node-10.9.1.tgz#e73de9102958af9e1f0b168a6ff320e25adcff4b"
+  integrity sha512-NtVysVPkxxrwFGUUxGYhfux8k78pQB3JqYBXlLRZgdGUqTO5wU/UyHop5p70iEbGhB7q5KmiZiU0Y3KlJrScEw==
+  dependencies:
+    "@cspotcode/source-map-support" "^0.8.0"
+    "@tsconfig/node10" "^1.0.7"
+    "@tsconfig/node12" "^1.0.7"
+    "@tsconfig/node14" "^1.0.0"
+    "@tsconfig/node16" "^1.0.2"
+    acorn "^8.4.1"
+    acorn-walk "^8.1.1"
+    arg "^4.1.0"
+    create-require "^1.1.0"
+    diff "^4.0.1"
+    make-error "^1.1.1"
+    v8-compile-cache-lib "^3.0.1"
+    yn "3.1.1"
+
 tsconfig-paths@^3.14.2:
   version "3.14.2"
   resolved "https://registry.yarnpkg.com/tsconfig-paths/-/tsconfig-paths-3.14.2.tgz#6e32f1f79412decd261f92d633a9dc1cfa99f088"
@@ -9763,6 +9842,11 @@ uuid@^8.3.2:
   resolved "https://registry.yarnpkg.com/uuid/-/uuid-8.3.2.tgz#80d5b5ced271bb9af6c445f21a1a04c606cefbe2"
   integrity sha512-+NYs2QeMWy+GWFOEm9xnn6HCDp0l7QBD7ml8zLUmJ+93Q5NF0NocErnwkTkXVFNiX3/fpC6afS8Dhb/gz7R7eg==
 
+v8-compile-cache-lib@^3.0.1:
+  version "3.0.1"
+  resolved "https://registry.yarnpkg.com/v8-compile-cache-lib/-/v8-compile-cache-lib-3.0.1.tgz#6336e8d71965cb3d35a1bbb7868445a7c05264bf"
+  integrity sha512-wa7YjyUGfNZngI/vtK0UHAN+lgDCxBPCylVXGp0zu59Fz5aiGtNXaq3DhIov063MorB+VfufLh3JlF2KdTK3xg==
+
 v8-to-istanbul@^8.1.0:
   version "8.1.1"
   resolved "https://registry.yarnpkg.com/v8-to-istanbul/-/v8-to-istanbul-8.1.1.tgz#77b752fd3975e31bbcef938f85e9bd1c7a8d60ed"
@@ -10388,6 +10472,11 @@ yargs@^16.2.0:
     y18n "^5.0.5"
     yargs-parser "^20.2.2"
 
+yn@3.1.1:
+  version "3.1.1"
+  resolved "https://registry.yarnpkg.com/yn/-/yn-3.1.1.tgz#1e87401a09d767c1d5eab26a6e4c185182d2eb50"
+  integrity sha512-Ux4ygGWsu2c7isFWe8Yu1YluJmqVhxqK2cLXNQA5AcC3QfbGNpM7fu0Y8b/z16pXLnFxZYvWhd3fhBY9DLmC6Q==
+
 yocto-queue@^0.1.0:
   version "0.1.0"
   resolved "https://registry.yarnpkg.com/yocto-queue/-/yocto-queue-0.1.0.tgz#0294eb3dee05028d31ee1a5fa2c556a6aaf10a1b"