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Create app.py
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app.py
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| 1 |
+
import gradio as gr
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| 2 |
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import os
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| 3 |
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from openai import OpenAI
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| 4 |
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| 5 |
+
API_KEY = os.environ.get("AVALAI_API_KEY", "")
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| 6 |
+
BASE_URL = "https://api.avalai.ir/v1"
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| 7 |
+
MODEL = "claude-sonnet-4-6"
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| 8 |
+
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| 9 |
+
SYSTEM_PROMPT = """You are an expert API architect and indie hacker advisor.
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| 10 |
+
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| 11 |
+
You know every major API deeply:
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| 12 |
+
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| 13 |
+
PAYMENT: Stripe, Paddle, LemonSqueezy, PayPal, Razorpay
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| 14 |
+
AI/ML: OpenAI, Anthropic Claude, Replicate, HuggingFace Inference, AssemblyAI, ElevenLabs
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| 15 |
+
COMMUNICATION: Twilio (SMS/Voice), SendGrid (email), Resend, Mailgun, WhatsApp Business
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| 16 |
+
DATA/ENRICHMENT: Clearbit, Apollo.io, Hunter.io, Proxycurl
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| 17 |
+
MAPS/LOCATION: Google Maps, Mapbox, HERE, OpenStreetMap
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| 18 |
+
MEDIA: Cloudinary, Mux (video), Imgix, Transloadit
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| 19 |
+
FINANCE: Alpha Vantage, Polygon.io, CoinGecko, Plaid, Finnhub
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| 20 |
+
SEARCH: Algolia, Typesense, Meilisearch
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| 21 |
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AUTH: Auth0, Clerk, Supabase Auth, Firebase Auth
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| 22 |
+
DATABASE: Supabase, Firebase, PlanetScale, Neon, Upstash
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| 23 |
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SCRAPING: Apify, ScraperAPI, Browserless, Firecrawl
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| 24 |
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ANALYTICS: Mixpanel, PostHog, Amplitude, Plausible
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| 25 |
+
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| 26 |
+
When a user describes their product idea, recommend the perfect API stack.
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| 27 |
+
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| 28 |
+
Your response MUST follow this exact format:
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| 29 |
+
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| 30 |
+
## π― Your Idea in One Line
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| 31 |
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(restate the idea clearly)
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| 32 |
+
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| 33 |
+
## π§ Recommended API Stack
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| 34 |
+
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| 35 |
+
For each API (recommend 3-5 total):
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| 36 |
+
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| 37 |
+
### [API Name] β [Role in the product]
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| 38 |
+
- **What it does for you:** (one sentence)
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| 39 |
+
- **Pricing:** (free tier + paid, be specific with numbers)
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| 40 |
+
- **Docs:** (exact URL)
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| 41 |
+
- **Why not alternatives:** (one sentence)
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| 42 |
+
- **Integration difficulty:** Easy / Medium / Hard
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| 43 |
+
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| 44 |
+
## π° Monthly Cost Estimate
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| 45 |
+
| Users | Est. Cost |
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| 46 |
+
|-------|-----------|
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| 47 |
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| 100 | $X/month |
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| 48 |
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| 1,000 | $X/month |
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| 49 |
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| 10,000| $X/month |
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| 50 |
+
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| 51 |
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## β‘ Build Order
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| 52 |
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1. First: [API] β because...
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| 53 |
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2. Second: [API] β because...
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| 54 |
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3. Third: [API] β because...
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| 55 |
+
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| 56 |
+
## π¨ Top Mistake to Avoid
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| 57 |
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(the most common mistake with this stack)
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| 58 |
+
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| 59 |
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Be specific, honest about pricing, always mention free tiers."""
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| 60 |
+
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| 61 |
+
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| 62 |
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def get_client():
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| 63 |
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return OpenAI(
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| 64 |
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api_key=API_KEY,
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| 65 |
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base_url=BASE_URL
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| 66 |
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)
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| 67 |
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| 68 |
+
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| 69 |
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def get_stack(idea, budget, level, market):
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| 70 |
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if not idea.strip():
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| 71 |
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return "β οΈ Please describe your product idea."
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| 72 |
+
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| 73 |
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if not API_KEY:
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| 74 |
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return (
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| 75 |
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"β οΈ **AVALAI_API_KEY is not set.**\n\n"
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| 76 |
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"Go to: **Space Settings β Secrets β New secret**\n"
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| 77 |
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"- Name: `AVALAI_API_KEY`\n"
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| 78 |
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"- Value: your key from [avalai.ir](https://avalai.ir)"
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| 79 |
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)
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| 80 |
+
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| 81 |
+
try:
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| 82 |
+
client = get_client()
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| 83 |
+
prompt = f"""Product idea: {idea}
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| 84 |
+
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| 85 |
+
Monthly API budget: {budget}
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| 86 |
+
Technical level: {level}
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| 87 |
+
Target market: {market}
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| 88 |
+
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| 89 |
+
Recommend the best API stack for this product."""
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| 90 |
+
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| 91 |
+
response = client.chat.completions.create(
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| 92 |
+
model=MODEL,
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| 93 |
+
messages=[
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| 94 |
+
{"role": "system", "content": SYSTEM_PROMPT},
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| 95 |
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{"role": "user", "content": prompt}
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| 96 |
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],
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| 97 |
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max_tokens=1500,
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| 98 |
+
temperature=0.7
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| 99 |
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)
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| 100 |
+
return response.choices[0].message.content
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| 101 |
+
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| 102 |
+
except Exception as e:
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| 103 |
+
err = str(e)
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| 104 |
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if "401" in err or "auth" in err.lower():
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| 105 |
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return "β Invalid API key. Check your AVALAI_API_KEY in Space Settings."
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| 106 |
+
if "429" in err:
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| 107 |
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return "β Rate limit hit. Please wait a moment and try again."
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| 108 |
+
if "model" in err.lower():
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| 109 |
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return f"β Model error β check if `claude-sonnet-4-6` is available on your AvΠ°Π»AI plan.\n\nDetails: {err}"
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| 110 |
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return f"β Error: {err}"
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| 111 |
+
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| 112 |
+
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| 113 |
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def ask_followup(question, prev):
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| 114 |
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if not question.strip():
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| 115 |
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return ""
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| 116 |
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if not prev or prev.startswith("β οΈ") or prev.startswith("β"):
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| 117 |
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return "β οΈ Please generate a stack recommendation first."
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| 118 |
+
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| 119 |
+
try:
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| 120 |
+
client = get_client()
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| 121 |
+
response = client.chat.completions.create(
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| 122 |
+
model=MODEL,
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| 123 |
+
messages=[
|
| 124 |
+
{"role": "system", "content": SYSTEM_PROMPT},
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| 125 |
+
{
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| 126 |
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"role": "user",
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| 127 |
+
"content": (
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| 128 |
+
f"Previous recommendation:\n{prev}\n\n"
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| 129 |
+
f"Follow-up question: {question}\n\n"
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| 130 |
+
f"Answer concisely and helpfully."
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| 131 |
+
)
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| 132 |
+
}
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| 133 |
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],
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| 134 |
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max_tokens=800,
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| 135 |
+
temperature=0.7
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| 136 |
+
)
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| 137 |
+
return response.choices[0].message.content
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| 138 |
+
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| 139 |
+
except Exception as e:
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| 140 |
+
return f"β Error: {str(e)}"
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| 141 |
+
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| 142 |
+
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| 143 |
+
EXAMPLES = [
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| 144 |
+
["A Notion-like notes app with AI summarization", "$50/month", "Intermediate", "Students"],
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| 145 |
+
["SMS marketing platform for small restaurants", "$30/month", "Beginner", "Restaurant owners"],
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| 146 |
+
["Job board that auto-matches candidates with AI", "$100/month", "Advanced", "Tech recruiters"],
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| 147 |
+
["Podcast transcription and highlight tool", "$20/month", "Beginner", "Podcasters"],
|
| 148 |
+
["Crypto portfolio tracker with price alerts", "$0 (free only)", "Intermediate", "Retail investors"],
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| 149 |
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]
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| 150 |
+
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| 151 |
+
css = """
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| 152 |
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.gradio-container { max-width: 900px !important; margin: auto; }
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| 153 |
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footer { display: none !important; }
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| 154 |
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"""
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| 155 |
+
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| 156 |
+
with gr.Blocks(css=css, title="API Stack Finder") as demo:
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| 157 |
+
gr.Markdown("""
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| 158 |
+
# π§ API Stack Finder
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| 159 |
+
**Describe your product idea β Get the perfect API stack, pricing, and build order**
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| 160 |
+
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| 161 |
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Powered by **Claude Sonnet 4.6** via [AvΠ°Π»AI](https://avalai.ir)
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| 162 |
+
""")
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| 163 |
+
|
| 164 |
+
with gr.Row():
|
| 165 |
+
with gr.Column(scale=3):
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| 166 |
+
idea_input = gr.Textbox(
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| 167 |
+
label="Describe your product idea",
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| 168 |
+
placeholder="e.g. A platform where freelancers can sell services and get paid instantly...",
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| 169 |
+
lines=4
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| 170 |
+
)
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| 171 |
+
with gr.Column(scale=1):
|
| 172 |
+
budget_input = gr.Dropdown(
|
| 173 |
+
choices=[
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| 174 |
+
"$0 (free only)",
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| 175 |
+
"$10/month",
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| 176 |
+
"$30/month",
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| 177 |
+
"$50/month",
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| 178 |
+
"$100/month",
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| 179 |
+
"$500/month",
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| 180 |
+
"Unlimited"
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| 181 |
+
],
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| 182 |
+
value="$30/month",
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| 183 |
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label="Monthly API budget"
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| 184 |
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)
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| 185 |
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level_input = gr.Dropdown(
|
| 186 |
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choices=["Beginner", "Intermediate", "Advanced"],
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| 187 |
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value="Intermediate",
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| 188 |
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label="Technical level"
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| 189 |
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)
|
| 190 |
+
market_input = gr.Textbox(
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| 191 |
+
label="Target market",
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| 192 |
+
placeholder="e.g. Small business owners",
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| 193 |
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value="General consumers"
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| 194 |
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)
|
| 195 |
+
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| 196 |
+
gr.Markdown("**Try an example:**")
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| 197 |
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with gr.Row():
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| 198 |
+
for ex in EXAMPLES:
|
| 199 |
+
gr.Button(ex[0][:32] + "...", size="sm").click(
|
| 200 |
+
lambda e=ex: (e[0], e[1], e[2], e[3]),
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| 201 |
+
outputs=[idea_input, budget_input, level_input, market_input]
|
| 202 |
+
)
|
| 203 |
+
|
| 204 |
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submit_btn = gr.Button("π Find My API Stack", variant="primary", size="lg")
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| 205 |
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output = gr.Markdown("*Your API stack will appear here...*")
|
| 206 |
+
|
| 207 |
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gr.Markdown("---")
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| 208 |
+
gr.Markdown("### π¬ Ask a follow-up")
|
| 209 |
+
|
| 210 |
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with gr.Row():
|
| 211 |
+
followup_input = gr.Textbox(
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| 212 |
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label="Follow-up question",
|
| 213 |
+
placeholder="e.g. Is there a free alternative to Stripe? / How do I add auth cheaply?",
|
| 214 |
+
scale=4
|
| 215 |
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)
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| 216 |
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followup_btn = gr.Button("Ask", scale=1, variant="secondary")
|
| 217 |
+
|
| 218 |
+
followup_output = gr.Markdown()
|
| 219 |
+
|
| 220 |
+
submit_btn.click(
|
| 221 |
+
get_stack,
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| 222 |
+
inputs=[idea_input, budget_input, level_input, market_input],
|
| 223 |
+
outputs=output
|
| 224 |
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)
|
| 225 |
+
followup_btn.click(
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| 226 |
+
ask_followup,
|
| 227 |
+
inputs=[followup_input, output],
|
| 228 |
+
outputs=followup_output
|
| 229 |
+
)
|
| 230 |
+
|
| 231 |
+
gr.Markdown("""
|
| 232 |
+
---
|
| 233 |
+
π€ Model: `claude-sonnet-4-6` Β· π API: [avalai.ir](https://avalai.ir)
|
| 234 |
+
""")
|
| 235 |
+
|
| 236 |
+
if __name__ == "__main__":
|
| 237 |
+
demo.launch()
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