screenshot-to-code/backend/evals/core.py

40 lines
1.1 KiB
Python

import os
from config import ANTHROPIC_API_KEY
from llm import Llm, stream_claude_response, stream_openai_response
from prompts import assemble_prompt
from prompts.types import Stack
async def generate_code_core(image_url: str, stack: Stack, model: Llm) -> str:
prompt_messages = assemble_prompt(image_url, stack)
openai_api_key = os.environ.get("OPENAI_API_KEY")
anthropic_api_key = ANTHROPIC_API_KEY
openai_base_url = None
async def process_chunk(content: str):
pass
if model == Llm.CLAUDE_3_SONNET:
if not anthropic_api_key:
raise Exception("Anthropic API key not found")
completion = await stream_claude_response(
prompt_messages,
api_key=anthropic_api_key,
callback=lambda x: process_chunk(x),
)
else:
if not openai_api_key:
raise Exception("OpenAI API key not found")
completion = await stream_openai_response(
prompt_messages,
api_key=openai_api_key,
base_url=openai_base_url,
callback=lambda x: process_chunk(x),
model=model,
)
return completion