Type the backend properly to avoid code duplication and ensure type errors when a stack configuration is not properly added

backend/prompts/__init__.py

@@ -1,22 +1,10 @@
-from typing import List, Literal, NoReturn, Union
+from typing import List, NoReturn, Union
 
 from openai.types.chat import ChatCompletionMessageParam, ChatCompletionContentPartParam
 
-from prompts.imported_code_prompts import (
+from prompts.imported_code_prompts import IMPORTED_CODE_SYSTEM_PROMPTS
-    IMPORTED_CODE_BOOTSTRAP_SYSTEM_PROMPT,
+from prompts.screenshot_system_prompts import SYSTEM_PROMPTS
-    IMPORTED_CODE_IONIC_TAILWIND_SYSTEM_PROMPT,
+from prompts.types import Stack
-    IMPORTED_CODE_REACT_TAILWIND_SYSTEM_PROMPT,
-    IMPORTED_CODE_TAILWIND_SYSTEM_PROMPT,
-    IMPORTED_CODE_SVG_SYSTEM_PROMPT,
-)
-from prompts.screenshot_system_prompts import (
-    BOOTSTRAP_SYSTEM_PROMPT,
-    IONIC_TAILWIND_SYSTEM_PROMPT,
-    REACT_TAILWIND_SYSTEM_PROMPT,
-    TAILWIND_SYSTEM_PROMPT,
-    SVG_SYSTEM_PROMPT,
-    VUE_TAILWIND_SYSTEM_PROMPT,
-)
 
 
 USER_PROMPT = """
@@ -27,39 +15,11 @@ SVG_USER_PROMPT = """
 Generate code for a SVG that looks exactly like this.
 """
 
-Stack = Literal[
-    "html_tailwind",
-    "react_tailwind",
-    "bootstrap",
-    "ionic_tailwind",
-    "vue_tailwind",
-    "svg",
-]
-
-
-def assert_never(x: NoReturn) -> NoReturn:
-    raise AssertionError(f"Stack is not one of available options: {x}")
-
 
 def assemble_imported_code_prompt(
     code: str, stack: Stack, result_image_data_url: Union[str, None] = None
 ) -> List[ChatCompletionMessageParam]:
-    system_content = IMPORTED_CODE_TAILWIND_SYSTEM_PROMPT
+    system_content = IMPORTED_CODE_SYSTEM_PROMPTS[stack]
-    if stack == "html_tailwind":
-        system_content = IMPORTED_CODE_TAILWIND_SYSTEM_PROMPT
-    elif stack == "react_tailwind":
-        system_content = IMPORTED_CODE_REACT_TAILWIND_SYSTEM_PROMPT
-    elif stack == "bootstrap":
-        system_content = IMPORTED_CODE_BOOTSTRAP_SYSTEM_PROMPT
-    elif stack == "ionic_tailwind":
-        system_content = IMPORTED_CODE_IONIC_TAILWIND_SYSTEM_PROMPT
-    elif stack == "vue_tailwind":
-        # TODO: Fix this prompt to be vue tailwind
-        system_content = IMPORTED_CODE_IONIC_TAILWIND_SYSTEM_PROMPT
-    elif stack == "svg":
-        system_content = IMPORTED_CODE_SVG_SYSTEM_PROMPT
-    else:
-        assert_never(stack)
 
     user_content = (
         "Here is the code of the app: " + code
@@ -81,27 +41,11 @@ def assemble_imported_code_prompt(
 
 def assemble_prompt(
     image_data_url: str,
-    generated_code_config: Stack,
+    stack: Stack,
     result_image_data_url: Union[str, None] = None,
 ) -> List[ChatCompletionMessageParam]:
-    # Set the system prompt based on the output settings
+    system_content = SYSTEM_PROMPTS[stack]
-    system_content = TAILWIND_SYSTEM_PROMPT
+    user_prompt = USER_PROMPT if stack != "svg" else SVG_USER_PROMPT
-    if generated_code_config == "html_tailwind":
-        system_content = TAILWIND_SYSTEM_PROMPT
-    elif generated_code_config == "react_tailwind":
-        system_content = REACT_TAILWIND_SYSTEM_PROMPT
-    elif generated_code_config == "bootstrap":
-        system_content = BOOTSTRAP_SYSTEM_PROMPT
-    elif generated_code_config == "ionic_tailwind":
-        system_content = IONIC_TAILWIND_SYSTEM_PROMPT
-    elif generated_code_config == "vue_tailwind":
-        system_content = VUE_TAILWIND_SYSTEM_PROMPT
-    elif generated_code_config == "svg":
-        system_content = SVG_SYSTEM_PROMPT
-    else:
-        assert_never(generated_code_config)
-
-    user_prompt = USER_PROMPT if generated_code_config != "svg" else SVG_USER_PROMPT
 
     user_content: List[ChatCompletionContentPartParam] = [
         {

backend/prompts/imported_code_prompts.py

@@ -1,3 +1,6 @@
+from prompts.types import SystemPrompts
+
+
 IMPORTED_CODE_TAILWIND_SYSTEM_PROMPT = """
 You are an expert Tailwind developer.
 
@@ -90,3 +93,13 @@ You are an expert at building SVGs.
 Return only the full code in <svg></svg> tags.
 Do not include markdown "```" or "```svg" at the start or end.
 """
+
+IMPORTED_CODE_SYSTEM_PROMPTS = SystemPrompts(
+    html_tailwind=IMPORTED_CODE_TAILWIND_SYSTEM_PROMPT,
+    react_tailwind=IMPORTED_CODE_REACT_TAILWIND_SYSTEM_PROMPT,
+    bootstrap=IMPORTED_CODE_BOOTSTRAP_SYSTEM_PROMPT,
+    ionic_tailwind=IMPORTED_CODE_IONIC_TAILWIND_SYSTEM_PROMPT,
+    # TODO: Fix this prompt to actually be Vue
+    vue_tailwind=IMPORTED_CODE_TAILWIND_SYSTEM_PROMPT,
+    svg=IMPORTED_CODE_SVG_SYSTEM_PROMPT,
+)

backend/prompts/screenshot_system_prompts.py

@@ -1,4 +1,7 @@
-TAILWIND_SYSTEM_PROMPT = """
+from prompts.types import SystemPrompts
+
+
+HTML_TAILWIND_SYSTEM_PROMPT = """
 You are an expert Tailwind developer
 You take screenshots of a reference web page from the user, and then build single page apps 
 using Tailwind, HTML and JS.
@@ -170,3 +173,13 @@ padding, margin, border, etc. Match the colors and sizes exactly.
 Return only the full code in <svg></svg> tags.
 Do not include markdown "```" or "```svg" at the start or end.
 """
+
+
+SYSTEM_PROMPTS = SystemPrompts(
+    html_tailwind=HTML_TAILWIND_SYSTEM_PROMPT,
+    react_tailwind=REACT_TAILWIND_SYSTEM_PROMPT,
+    bootstrap=BOOTSTRAP_SYSTEM_PROMPT,
+    ionic_tailwind=IONIC_TAILWIND_SYSTEM_PROMPT,
+    vue_tailwind=VUE_TAILWIND_SYSTEM_PROMPT,
+    svg=SVG_SYSTEM_PROMPT,
+)

backend/prompts/types.py

@@ -0,0 +1,20 @@
+from typing import Literal, TypedDict
+
+
+class SystemPrompts(TypedDict):
+    html_tailwind: str
+    react_tailwind: str
+    bootstrap: str
+    ionic_tailwind: str
+    vue_tailwind: str
+    svg: str
+
+
+Stack = Literal[
+    "html_tailwind",
+    "react_tailwind",
+    "bootstrap",
+    "ionic_tailwind",
+    "vue_tailwind",
+    "svg",
+]

backend/routes/generate_code.py

@@ -6,12 +6,13 @@ from config import IS_PROD, SHOULD_MOCK_AI_RESPONSE
 from llm import stream_openai_response
 from openai.types.chat import ChatCompletionMessageParam
 from mock_llm import mock_completion
-from typing import Dict, List
+from typing import Dict, List, cast, get_args
 from image_generation import create_alt_url_mapping, generate_images
 from prompts import assemble_imported_code_prompt, assemble_prompt
 from access_token import validate_access_token
 from datetime import datetime
 import json
+from prompts.types import Stack
 
 from utils import pprint_prompt  # type: ignore
 
@@ -96,6 +97,13 @@ async def stream_code(websocket: WebSocket):
         )
         return
 
+    # Validate the generated code config
+    if not generated_code_config in get_args(Stack):
+        await throw_error(f"Invalid generated code config: {generated_code_config}")
+        return
+    # Cast the variable to the Stack type
+    valid_stack = cast(Stack, generated_code_config)
+
     # Get the OpenAI Base URL from the request. Fall back to environment variable if not provided.
     openai_base_url = None
     # Disable user-specified OpenAI Base URL in prod
@@ -131,7 +139,7 @@ async def stream_code(websocket: WebSocket):
     if params.get("isImportedFromCode") and params["isImportedFromCode"]:
         original_imported_code = params["history"][0]
         prompt_messages = assemble_imported_code_prompt(
-            original_imported_code, generated_code_config
+            original_imported_code, valid_stack
         )
         for index, text in enumerate(params["history"][1:]):
             if index % 2 == 0:
@@ -150,12 +158,10 @@ async def stream_code(websocket: WebSocket):
         try:
             if params.get("resultImage") and params["resultImage"]:
                 prompt_messages = assemble_prompt(
-                    params["image"], generated_code_config, params["resultImage"]
+                    params["image"], valid_stack, params["resultImage"]
                 )
             else:
-                prompt_messages = assemble_prompt(
+                prompt_messages = assemble_prompt(params["image"], valid_stack)
-                    params["image"], generated_code_config
-                )
         except:
             await websocket.send_json(
                 {