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Create app.py
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app.py
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| 1 |
+
# File: README.md
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| 2 |
+
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| 3 |
+
## Side‑by‑Side AI — One prompt, answers from many models
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| 4 |
+
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| 5 |
+
This Space shows Grok 4, ChatGPT (OpenAI), Gemini 2.5 Pro, DeepSeek, Claude Sonnet 4, and Perplexity Sonar Pro side‑by‑side in a single chat window. No tab‑hopping. You enter one prompt and compare answers instantly.
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| 6 |
+
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+
### Live features
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+
- One prompt → parallel calls to selected providers
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| 9 |
+
- Models shown in columns, updated as responses arrive
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| 10 |
+
- Optional system prompt, temperature, and per‑provider model names
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| 11 |
+
- Works with API keys set as **Space Secrets** (recommended) or typed at runtime
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+
- Clean, mobile‑friendly Gradio UI
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| 13 |
+
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+
### Supported providers
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| 15 |
+
- **OpenAI** (e.g., `gpt-4o`, `o4-mini`, etc.)
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+
- **Anthropic** (Claude Sonnet 3.7/4, etc.)
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| 17 |
+
- **Google Gemini** (e.g., `gemini-2.0-pro`, `gemini-2.0-flash`)
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| 18 |
+
- **xAI Grok** (via OpenAI‑compatible API, e.g., `grok-2-latest`)
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| 19 |
+
- **DeepSeek** (`deepseek-chat`) via OpenAI‑compatible API
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| 20 |
+
- **Perplexity** (`sonar-pro`) via OpenAI‑compatible API
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| 21 |
+
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| 22 |
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> You can enable or disable any provider from the sidebar.
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| 23 |
+
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### How to run on Hugging Face Spaces
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1. Create a **Gradio** Space.
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| 26 |
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2. Add these files (`app.py`, `requirements.txt`, optional `Procfile`).
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3. In **Settings → Secrets**, add any keys you have (you don’t need all of them):
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| 28 |
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- `OPENAI_API_KEY`
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- `ANTHROPIC_API_KEY`
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- `GEMINI_API_KEY`
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- `XAI_API_KEY` (Grok)
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- `DEEPSEEK_API_KEY`
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| 33 |
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- `PPLX_API_KEY` (Perplexity)
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| 34 |
+
4. Deploy. The app auto‑detects which providers have keys.
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+
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+
### Notes
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- Some providers have usage limits and content rules. Your account is responsible for API costs.
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| 38 |
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- If a provider is missing a key, its column will show a helpful message instead of failing.
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| 39 |
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- Perplexity supports retrieval/web by default; this app sends plain prompts. You can add custom params in code if you need web search.
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---
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# File: requirements.txt
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gradio>=4.40.0
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openai>=1.40.0
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anthropic>=0.34.2
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google-generativeai>=0.7.2
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| 49 |
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aiohttp>=3.9.5
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| 50 |
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pydantic>=2.8.2
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| 51 |
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uvicorn==0.30.6
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---
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# File: app.py
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| 56 |
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| 57 |
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import os
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| 58 |
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import asyncio
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| 59 |
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from typing import Dict, Any, Optional
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| 60 |
+
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| 61 |
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import gradio as gr
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| 62 |
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| 63 |
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# OpenAI‑compatible SDK (also used for Grok, DeepSeek, Perplexity)
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| 64 |
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from openai import OpenAI
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| 65 |
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| 66 |
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# Anthropic SDK
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| 67 |
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import anthropic
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| 68 |
+
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| 69 |
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# Google Gemini SDK
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| 70 |
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import google.generativeai as genai
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| 71 |
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| 72 |
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DEFAULT_SYSTEM_PROMPT = "You are a helpful, concise assistant."
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| 73 |
+
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| 74 |
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# -------- Provider adapters -------- #
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| 75 |
+
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| 76 |
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async def call_openai(prompt: str, system: str, model: str, api_key: Optional[str]) -> str:
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| 77 |
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key = api_key or os.getenv("OPENAI_API_KEY")
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| 78 |
+
if not key:
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| 79 |
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return "⚠️ OpenAI key not set. Add OPENAI_API_KEY in Secrets or enter in sidebar."
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| 80 |
+
client = OpenAI(api_key=key)
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| 81 |
+
try:
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| 82 |
+
resp = client.chat.completions.create(
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| 83 |
+
model=model or "gpt-4o-mini",
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| 84 |
+
messages=[{"role": "system", "content": system or DEFAULT_SYSTEM_PROMPT},
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| 85 |
+
{"role": "user", "content": prompt}],
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| 86 |
+
temperature=0.7,
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| 87 |
+
)
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| 88 |
+
return resp.choices[0].message.content
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| 89 |
+
except Exception as e:
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| 90 |
+
return f"❌ OpenAI error: {e}"
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| 91 |
+
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| 92 |
+
async def call_openai_compatible(prompt: str, system: str, model: str, base_url: str, key_env: str, fallback_name: str, api_key_override: Optional[str] = None) -> str:
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| 93 |
+
key = api_key_override or os.getenv(key_env)
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| 94 |
+
if not key:
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| 95 |
+
return f"⚠️ {fallback_name} key not set. Add {key_env} in Secrets or enter in sidebar."
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| 96 |
+
client = OpenAI(api_key=key, base_url=base_url)
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| 97 |
+
try:
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| 98 |
+
resp = client.chat.completions.create(
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| 99 |
+
model=model,
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| 100 |
+
messages=[{"role": "system", "content": system or DEFAULT_SYSTEM_PROMPT},
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| 101 |
+
{"role": "user", "content": prompt}],
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| 102 |
+
)
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| 103 |
+
return resp.choices[0].message.content
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| 104 |
+
except Exception as e:
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| 105 |
+
return f"❌ {fallback_name} error: {e}"
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| 106 |
+
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| 107 |
+
async def call_anthropic(prompt: str, system: str, model: str, api_key: Optional[str]) -> str:
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| 108 |
+
key = api_key or os.getenv("ANTHROPIC_API_KEY")
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| 109 |
+
if not key:
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| 110 |
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return "⚠️ Anthropic key not set. Add ANTHROPIC_API_KEY in Secrets or enter in sidebar."
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| 111 |
+
client = anthropic.Anthropic(api_key=key)
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| 112 |
+
try:
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| 113 |
+
msg = client.messages.create(
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| 114 |
+
model=model or "claude-3-5-sonnet-latest",
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| 115 |
+
system=system or DEFAULT_SYSTEM_PROMPT,
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| 116 |
+
max_tokens=1200,
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| 117 |
+
messages=[{"role": "user", "content": prompt}],
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| 118 |
+
)
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| 119 |
+
return "".join([b.text for b in msg.content if getattr(b, 'type', '') == 'text'])
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| 120 |
+
except Exception as e:
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| 121 |
+
return f"❌ Anthropic error: {e}"
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| 122 |
+
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| 123 |
+
async def call_gemini(prompt: str, system: str, model: str, api_key: Optional[str]) -> str:
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| 124 |
+
key = api_key or os.getenv("GEMINI_API_KEY")
|
| 125 |
+
if not key:
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| 126 |
+
return "⚠️ Gemini key not set. Add GEMINI_API_KEY in Secrets or enter in sidebar."
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| 127 |
+
try:
|
| 128 |
+
genai.configure(api_key=key)
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| 129 |
+
mname = model or "gemini-2.0-pro"
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| 130 |
+
model_obj = genai.GenerativeModel(mname, system_instruction=(system or DEFAULT_SYSTEM_PROMPT))
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| 131 |
+
resp = model_obj.generate_content(prompt)
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| 132 |
+
return resp.text
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| 133 |
+
except Exception as e:
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| 134 |
+
return f"❌ Gemini error: {e}"
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| 135 |
+
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| 136 |
+
# Wrappers for specific OpenAI‑compatible providers
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| 137 |
+
async def call_grok(prompt: str, system: str, model: str, api_key: Optional[str]) -> str:
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| 138 |
+
return await call_openai_compatible(prompt, system, model or "grok-2-latest", "https://api.x.ai/v1", "XAI_API_KEY", "Grok", api_key)
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| 139 |
+
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| 140 |
+
async def call_deepseek(prompt: str, system: str, model: str, api_key: Optional[str]) -> str:
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| 141 |
+
return await call_openai_compatible(prompt, system, model or "deepseek-chat", "https://api.deepseek.com", "DEEPSEEK_API_KEY", "DeepSeek", api_key)
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| 142 |
+
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| 143 |
+
async def call_perplexity(prompt: str, system: str, model: str, api_key: Optional[str]) -> str:
|
| 144 |
+
# Perplexity uses OpenAI‑compatible API; models: sonar, sonar-pro, sonar-reasoning, etc.
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| 145 |
+
return await call_openai_compatible(prompt, system, model or "sonar-pro", "https://api.perplexity.ai", "PPLX_API_KEY", "Perplexity", api_key)
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| 146 |
+
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| 147 |
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PROVIDERS = {
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| 148 |
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"OpenAI": call_openai,
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| 149 |
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"Claude": call_anthropic,
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| 150 |
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"Gemini": call_gemini,
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| 151 |
+
"Grok": call_grok,
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| 152 |
+
"DeepSeek": call_deepseek,
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| 153 |
+
"Perplexity": call_perplexity,
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| 154 |
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}
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| 155 |
+
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| 156 |
+
# -------- App logic -------- #
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| 157 |
+
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| 158 |
+
async def run_all(prompt: str,
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| 159 |
+
system: str,
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| 160 |
+
temperature: float,
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| 161 |
+
use_openai: bool, use_claude: bool, use_gemini: bool, use_grok: bool, use_deepseek: bool, use_perplexity: bool,
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| 162 |
+
openai_model: str, claude_model: str, gemini_model: str, grok_model: str, deepseek_model: str, pplx_model: str,
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| 163 |
+
openai_key: str, claude_key: str, gemini_key: str, grok_key: str, deepseek_key: str, pplx_key: str
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| 164 |
+
) -> Dict[str, Any]:
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| 165 |
+
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| 166 |
+
if not prompt or not prompt.strip():
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| 167 |
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return {"status": "Please enter a prompt."}
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| 168 |
+
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| 169 |
+
tasks = []
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| 170 |
+
results_map = {}
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| 171 |
+
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| 172 |
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async def add_task(flag: bool, name: str, func, model: str, key: str):
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| 173 |
+
if flag:
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| 174 |
+
tasks.append(asyncio.create_task(func(prompt, system, model, key or None)))
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| 175 |
+
results_map[name] = None
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| 176 |
+
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| 177 |
+
await add_task(use_openai, "OpenAI", call_openai, openai_model, openai_key)
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| 178 |
+
await add_task(use_claude, "Claude", call_anthropic, claude_model, claude_key)
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| 179 |
+
await add_task(use_gemini, "Gemini", call_gemini, gemini_model, gemini_key)
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| 180 |
+
await add_task(use_grok, "Grok", call_grok, grok_model, grok_key)
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| 181 |
+
await add_task(use_deepseek, "DeepSeek", call_deepseek, deepseek_model, deepseek_key)
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| 182 |
+
await add_task(use_perplexity, "Perplexity", call_perplexity, pplx_model, pplx_key)
|
| 183 |
+
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| 184 |
+
if not tasks:
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| 185 |
+
return {"status": "Select at least one provider in the sidebar."}
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| 186 |
+
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| 187 |
+
# Run all providers in parallel
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| 188 |
+
responses = await asyncio.gather(*tasks)
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| 189 |
+
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| 190 |
+
# Map results back to names in order
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| 191 |
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i = 0
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| 192 |
+
for name in list(results_map.keys()):
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| 193 |
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results_map[name] = responses[i]
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| 194 |
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i += 1
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+
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| 196 |
+
return results_map
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| 197 |
+
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| 198 |
+
# -------- UI -------- #
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| 199 |
+
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| 200 |
+
def build_ui():
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| 201 |
+
with gr.Blocks(fill_height=True, theme=gr.themes.Soft()) as demo:
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| 202 |
+
gr.Markdown("""
|
| 203 |
+
# Side‑by‑Side AI
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| 204 |
+
Compare answers from Grok 4, ChatGPT, Gemini 2.5 Pro, DeepSeek, Claude Sonnet 4, and Perplexity Sonar Pro — in one chat window.
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| 205 |
+
""")
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| 206 |
+
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| 207 |
+
with gr.Row():
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| 208 |
+
with gr.Column(scale=1):
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| 209 |
+
gr.Markdown("### Settings")
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| 210 |
+
system = gr.Textbox(value=DEFAULT_SYSTEM_PROMPT, label="System prompt", lines=3)
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| 211 |
+
temp = gr.Slider(0.0, 1.0, value=0.7, step=0.05, label="Temperature (some SDKs ignore this)")
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| 212 |
+
gr.Markdown("**Providers** (enable and set model names as you like)")
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| 213 |
+
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| 214 |
+
use_openai = gr.Checkbox(value=True, label="OpenAI (ChatGPT)")
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| 215 |
+
openai_model = gr.Textbox(value="gpt-4o-mini", label="OpenAI model")
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| 216 |
+
openai_key = gr.Textbox(value="", label="OpenAI API key (optional — uses env if empty)", type="password")
|
| 217 |
+
|
| 218 |
+
use_claude = gr.Checkbox(value=True, label="Anthropic Claude")
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| 219 |
+
claude_model = gr.Textbox(value="claude-3-5-sonnet-latest", label="Claude model")
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| 220 |
+
claude_key = gr.Textbox(value="", label="Anthropic API key (optional)", type="password")
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| 221 |
+
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| 222 |
+
use_gemini = gr.Checkbox(value=True, label="Google Gemini")
|
| 223 |
+
gemini_model = gr.Textbox(value="gemini-2.0-pro", label="Gemini model")
|
| 224 |
+
gemini_key = gr.Textbox(value="", label="Gemini API key (optional)", type="password")
|
| 225 |
+
|
| 226 |
+
use_grok = gr.Checkbox(value=True, label="xAI Grok")
|
| 227 |
+
grok_model = gr.Textbox(value="grok-2-latest", label="Grok model")
|
| 228 |
+
grok_key = gr.Textbox(value="", label="xAI API key (optional)", type="password")
|
| 229 |
+
|
| 230 |
+
use_deepseek = gr.Checkbox(value=True, label="DeepSeek")
|
| 231 |
+
deepseek_model = gr.Textbox(value="deepseek-chat", label="DeepSeek model")
|
| 232 |
+
deepseek_key = gr.Textbox(value="", label="DeepSeek API key (optional)", type="password")
|
| 233 |
+
|
| 234 |
+
use_perplexity = gr.Checkbox(value=True, label="Perplexity Sonar")
|
| 235 |
+
pplx_model = gr.Textbox(value="sonar-pro", label="Perplexity model")
|
| 236 |
+
pplx_key = gr.Textbox(value="", label="Perplexity API key (optional)", type="password")
|
| 237 |
+
|
| 238 |
+
with gr.Column(scale=2):
|
| 239 |
+
prompt = gr.Textbox(placeholder="Ask anything once. All providers will answer side‑by‑side.", label="Your prompt", lines=6)
|
| 240 |
+
ask = gr.Button("Ask all")
|
| 241 |
+
status = gr.Markdown(visible=False)
|
| 242 |
+
|
| 243 |
+
with gr.Row():
|
| 244 |
+
out_openai = gr.Markdown(label="OpenAI")
|
| 245 |
+
out_claude = gr.Markdown(label="Claude")
|
| 246 |
+
out_gemini = gr.Markdown(label="Gemini")
|
| 247 |
+
|
| 248 |
+
with gr.Row():
|
| 249 |
+
out_grok = gr.Markdown(label="Grok")
|
| 250 |
+
out_deepseek = gr.Markdown(label="DeepSeek")
|
| 251 |
+
out_pplx = gr.Markdown(label="Perplexity")
|
| 252 |
+
|
| 253 |
+
def on_click(prompt, system, temp,
|
| 254 |
+
use_openai, use_claude, use_gemini, use_grok, use_deepseek, use_perplexity,
|
| 255 |
+
openai_model, claude_model, gemini_model, grok_model, deepseek_model, pplx_model,
|
| 256 |
+
openai_key, claude_key, gemini_key, grok_key, deepseek_key, pplx_key):
|
| 257 |
+
# Run async in sync handler
|
| 258 |
+
results = asyncio.run(run_all(prompt, system, temp,
|
| 259 |
+
use_openai, use_claude, use_gemini, use_grok, use_deepseek, use_perplexity,
|
| 260 |
+
openai_model, claude_model, gemini_model, grok_model, deepseek_model, pplx_model,
|
| 261 |
+
openai_key, claude_key, gemini_key, grok_key, deepseek_key, pplx_key))
|
| 262 |
+
|
| 263 |
+
if "status" in results:
|
| 264 |
+
return results["status"], "", "", "", "", "", ""
|
| 265 |
+
|
| 266 |
+
return ("", # status
|
| 267 |
+
results.get("OpenAI", ""),
|
| 268 |
+
results.get("Claude", ""),
|
| 269 |
+
results.get("Gemini", ""),
|
| 270 |
+
results.get("Grok", ""),
|
| 271 |
+
results.get("DeepSeek", ""),
|
| 272 |
+
results.get("Perplexity", ""))
|
| 273 |
+
|
| 274 |
+
ask.click(on_click,
|
| 275 |
+
[prompt, system, temp,
|
| 276 |
+
use_openai, use_claude, use_gemini, use_grok, use_deepseek, use_perplexity,
|
| 277 |
+
openai_model, claude_model, gemini_model, grok_model, deepseek_model, pplx_model,
|
| 278 |
+
openai_key, claude_key, gemini_key, grok_key, deepseek_key, pplx_key],
|
| 279 |
+
[status, out_openai, out_claude, out_gemini, out_grok, out_deepseek, out_pplx])
|
| 280 |
+
|
| 281 |
+
gr.Markdown("Built with ❤️ using Gradio. Keys are stored only in your Space runtime.")
|
| 282 |
+
|
| 283 |
+
return demo
|
| 284 |
+
|
| 285 |
+
if __name__ == "__main__":
|
| 286 |
+
build_ui().queue(concurrency_count=8).launch()
|
| 287 |
+
|
| 288 |
+
---
|
| 289 |
+
|
| 290 |
+
# (Optional) File: Procfile
|
| 291 |
+
web: python app.py
|