Spaces:
Running
Running
Commit ·
889ca34
0
Parent(s):
added base infrastructure and gitignored env vars
Browse files- ai_prompts.py +16 -0
- app.py +52 -0
- requirements.txt +5 -0
- utils.py +27 -0
ai_prompts.py
ADDED
|
@@ -0,0 +1,16 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# backend/ai_prompts.py
|
| 2 |
+
TEMPLATES = {
|
| 3 |
+
"Academic": (
|
| 4 |
+
"You are an academic assistant. Convert the following problem into academic-style pseudocode.\n\n"
|
| 5 |
+
"Problem:\n{user_input}\n\nDetail level: {detail}\n\nOutput: Markdown formatted pseudocode with clear variable definitions."
|
| 6 |
+
),
|
| 7 |
+
"Developer-Friendly": (
|
| 8 |
+
"You are a senior software engineer. Produce developer-friendly pseudocode for:\n\n{user_input}\n\nDetail: {detail}\n\nReturn code-style pseudocode in Markdown."
|
| 9 |
+
),
|
| 10 |
+
"English-Like": (
|
| 11 |
+
"Rewrite the problem as step-by-step plain English instructions suitable for beginners:\n\n{user_input}\n\nDetail: {detail}\n\nUse numbered steps."
|
| 12 |
+
),
|
| 13 |
+
"Step-by-Step": (
|
| 14 |
+
"Create a step-by-step plan that a developer could implement. Problem:\n\n{user_input}\n\nDetail: {detail}"
|
| 15 |
+
),
|
| 16 |
+
}
|
app.py
ADDED
|
@@ -0,0 +1,52 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# backend/app.py
|
| 2 |
+
from fastapi import FastAPI, HTTPException, Request
|
| 3 |
+
from pydantic import BaseModel, constr
|
| 4 |
+
from fastapi.middleware.cors import CORSMiddleware
|
| 5 |
+
import os
|
| 6 |
+
import time
|
| 7 |
+
import logging
|
| 8 |
+
import openai
|
| 9 |
+
from .ai_prompts import TEMPLATES
|
| 10 |
+
from .utils import call_openai_with_retries
|
| 11 |
+
|
| 12 |
+
logging.basicConfig(level=logging.INFO)
|
| 13 |
+
app = FastAPI(title="Pseudogen V1 API")
|
| 14 |
+
|
| 15 |
+
app.add_middleware(
|
| 16 |
+
CORSMiddleware,
|
| 17 |
+
allow_origins=["*"], # lock down in production
|
| 18 |
+
allow_credentials=True,
|
| 19 |
+
allow_methods=["*"],
|
| 20 |
+
allow_headers=["*"],
|
| 21 |
+
)
|
| 22 |
+
|
| 23 |
+
OPENAI_KEY = os.getenv("OPENAI_API_KEY")
|
| 24 |
+
OPENAI_MODEL = os.getenv("OPENAI_MODEL", "gpt-4o-mini") # set as env var
|
| 25 |
+
|
| 26 |
+
if not OPENAI_KEY:
|
| 27 |
+
logging.warning("OPENAI_API_KEY not found. Set OPENAI_API_KEY in environment.")
|
| 28 |
+
|
| 29 |
+
openai.api_key = OPENAI_KEY
|
| 30 |
+
|
| 31 |
+
class GenerateRequest(BaseModel):
|
| 32 |
+
problem_description: constr(min_length=1, max_length=4000)
|
| 33 |
+
style: constr(regex="^(Academic|Developer-Friendly|English-Like|Step-by-Step)$")
|
| 34 |
+
detail: constr(regex="^(Concise|Detailed)$")
|
| 35 |
+
|
| 36 |
+
@app.post("/generate-pseudocode")
|
| 37 |
+
async def generate(req: GenerateRequest):
|
| 38 |
+
if not OPENAI_KEY:
|
| 39 |
+
raise HTTPException(status_code=500, detail="Server misconfiguration: OPENAI_API_KEY missing")
|
| 40 |
+
|
| 41 |
+
template = TEMPLATES.get(req.style)
|
| 42 |
+
if template is None:
|
| 43 |
+
raise HTTPException(status_code=400, detail="Unknown style")
|
| 44 |
+
|
| 45 |
+
prompt = template.format(user_input=req.problem_description, detail=req.detail)
|
| 46 |
+
try:
|
| 47 |
+
response_text = call_openai_with_retries(prompt, model=OPENAI_MODEL)
|
| 48 |
+
except Exception as e:
|
| 49 |
+
logging.exception("OpenAI call failed")
|
| 50 |
+
raise HTTPException(status_code=502, detail=str(e))
|
| 51 |
+
|
| 52 |
+
return {"markdown": response_text}
|
requirements.txt
ADDED
|
@@ -0,0 +1,5 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
fastapi
|
| 2 |
+
uvicorn[standard]
|
| 3 |
+
openai
|
| 4 |
+
python-dotenv
|
| 5 |
+
pydantic
|
utils.py
ADDED
|
@@ -0,0 +1,27 @@
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# backend/utils.py
|
| 2 |
+
import time
|
| 3 |
+
import openai
|
| 4 |
+
from requests.exceptions import RequestException
|
| 5 |
+
|
| 6 |
+
def call_openai_with_retries(prompt, model="gpt-4o-mini", max_retries=3, backoff=1.0):
|
| 7 |
+
last_err = None
|
| 8 |
+
for attempt in range(1, max_retries + 1):
|
| 9 |
+
try:
|
| 10 |
+
resp = openai.ChatCompletion.create(
|
| 11 |
+
model=model,
|
| 12 |
+
messages=[{"role": "user", "content": prompt}],
|
| 13 |
+
temperature=0.2,
|
| 14 |
+
max_tokens=1200,
|
| 15 |
+
)
|
| 16 |
+
# defensive checks:
|
| 17 |
+
if "choices" in resp and len(resp.choices) > 0:
|
| 18 |
+
text = resp.choices[0].message.get("content", "").strip()
|
| 19 |
+
if text:
|
| 20 |
+
return text
|
| 21 |
+
raise RuntimeError("Empty response from model")
|
| 22 |
+
except Exception as e:
|
| 23 |
+
last_err = e
|
| 24 |
+
if attempt < max_retries:
|
| 25 |
+
time.sleep(backoff * attempt)
|
| 26 |
+
else:
|
| 27 |
+
raise
|