Create app/main.py
Browse files- app/main.py +212 -0
app/main.py
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| 1 |
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from __future__ import annotations
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| 2 |
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| 3 |
+
import json
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| 4 |
+
import os
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| 5 |
+
from typing import Any, Dict, List, Optional
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| 6 |
+
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| 7 |
+
import httpx
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| 8 |
+
from fastapi import FastAPI, File, Form, HTTPException, UploadFile
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| 9 |
+
from fastapi.middleware.cors import CORSMiddleware
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| 10 |
+
from fastapi.responses import FileResponse, JSONResponse, StreamingResponse
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| 11 |
+
from fastapi.staticfiles import StaticFiles
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| 12 |
+
from pydantic import BaseModel, Field
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| 13 |
+
from pypdf import PdfReader
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| 14 |
+
|
| 15 |
+
PERPLEXITY_URL = "https://api.perplexity.ai/chat/completions"
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| 16 |
+
|
| 17 |
+
# Models listed in Perplexity docs for Sonar family.
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| 18 |
+
SONAR_MODELS = [
|
| 19 |
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"sonar",
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| 20 |
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"sonar-pro",
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| 21 |
+
"sonar-deep-research",
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| 22 |
+
"sonar-reasoning",
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| 23 |
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"sonar-reasoning-pro",
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| 24 |
+
]
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| 25 |
+
|
| 26 |
+
app = FastAPI(title="Perplexity HF Playground", version="1.0.0")
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| 27 |
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| 28 |
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# Allow any origin because UI might be opened from file:// or different domain
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| 29 |
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app.add_middleware(
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| 30 |
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CORSMiddleware,
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| 31 |
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allow_origins=["*"],
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| 32 |
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allow_headers=["*"],
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| 33 |
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allow_methods=["*"],
|
| 34 |
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)
|
| 35 |
+
|
| 36 |
+
static_dir = os.path.join(os.path.dirname(__file__), "static")
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| 37 |
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app.mount("/static", StaticFiles(directory=static_dir), name="static")
|
| 38 |
+
|
| 39 |
+
|
| 40 |
+
class ChatRequest(BaseModel):
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| 41 |
+
api_key: str = Field(..., description="Perplexity API key (Bearer token), provided by user in UI.")
|
| 42 |
+
model: str = Field(default="sonar")
|
| 43 |
+
messages: List[Dict[str, Any]] = Field(default_factory=list)
|
| 44 |
+
|
| 45 |
+
# Common knobs (all optional; forwarded as-is)
|
| 46 |
+
temperature: Optional[float] = None
|
| 47 |
+
top_p: Optional[float] = None
|
| 48 |
+
max_tokens: Optional[int] = None
|
| 49 |
+
stream: bool = False
|
| 50 |
+
|
| 51 |
+
# Perplexity-specific (optional)
|
| 52 |
+
search_mode: Optional[str] = None # "web" | "academic" | "sec"
|
| 53 |
+
reasoning_effort: Optional[str] = None # ONLY for sonar-deep-research: "low" | "medium" | "high"
|
| 54 |
+
search_domain_filter: Optional[List[str]] = None
|
| 55 |
+
return_images: Optional[bool] = None
|
| 56 |
+
return_related_questions: Optional[bool] = None
|
| 57 |
+
search_recency_filter: Optional[str] = None
|
| 58 |
+
disable_search: Optional[bool] = None
|
| 59 |
+
web_search_options: Optional[Dict[str, Any]] = None
|
| 60 |
+
|
| 61 |
+
|
| 62 |
+
def _auth_headers(api_key: str) -> Dict[str, str]:
|
| 63 |
+
api_key = (api_key or "").strip()
|
| 64 |
+
if not api_key:
|
| 65 |
+
raise HTTPException(status_code=400, detail="Missing api_key")
|
| 66 |
+
return {
|
| 67 |
+
"Authorization": f"Bearer {api_key}",
|
| 68 |
+
"Content-Type": "application/json",
|
| 69 |
+
"Accept": "application/json",
|
| 70 |
+
}
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| 71 |
+
|
| 72 |
+
|
| 73 |
+
@app.get("/")
|
| 74 |
+
def root():
|
| 75 |
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return FileResponse(os.path.join(static_dir, "index.html"))
|
| 76 |
+
|
| 77 |
+
|
| 78 |
+
@app.get("/api/health")
|
| 79 |
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def health():
|
| 80 |
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return {"ok": True}
|
| 81 |
+
|
| 82 |
+
|
| 83 |
+
@app.get("/api/models")
|
| 84 |
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def models():
|
| 85 |
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return {"ok": True, "models": SONAR_MODELS}
|
| 86 |
+
|
| 87 |
+
|
| 88 |
+
async def _perplexity_post_json(payload: Dict[str, Any], api_key: str) -> Dict[str, Any]:
|
| 89 |
+
async with httpx.AsyncClient(timeout=httpx.Timeout(120.0)) as client:
|
| 90 |
+
resp = await client.post(PERPLEXITY_URL, headers=_auth_headers(api_key), json=payload)
|
| 91 |
+
if resp.status_code >= 400:
|
| 92 |
+
# Avoid leaking key; return error details safely
|
| 93 |
+
raise HTTPException(status_code=resp.status_code, detail=resp.text)
|
| 94 |
+
return resp.json()
|
| 95 |
+
|
| 96 |
+
|
| 97 |
+
@app.post("/api/chat")
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| 98 |
+
async def chat(req: ChatRequest):
|
| 99 |
+
if req.model not in SONAR_MODELS:
|
| 100 |
+
# Keep strict to prevent surprising failures. You can relax later.
|
| 101 |
+
raise HTTPException(status_code=400, detail=f"Unsupported model: {req.model}")
|
| 102 |
+
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| 103 |
+
if not req.messages:
|
| 104 |
+
raise HTTPException(status_code=400, detail="messages[] is required")
|
| 105 |
+
|
| 106 |
+
# Build payload by forwarding only non-null fields
|
| 107 |
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payload: Dict[str, Any] = {
|
| 108 |
+
"model": req.model,
|
| 109 |
+
"messages": req.messages,
|
| 110 |
+
"stream": req.stream,
|
| 111 |
+
}
|
| 112 |
+
|
| 113 |
+
optional_fields = [
|
| 114 |
+
"temperature",
|
| 115 |
+
"top_p",
|
| 116 |
+
"max_tokens",
|
| 117 |
+
"search_mode",
|
| 118 |
+
"reasoning_effort",
|
| 119 |
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"search_domain_filter",
|
| 120 |
+
"return_images",
|
| 121 |
+
"return_related_questions",
|
| 122 |
+
"search_recency_filter",
|
| 123 |
+
"disable_search",
|
| 124 |
+
"web_search_options",
|
| 125 |
+
]
|
| 126 |
+
for f in optional_fields:
|
| 127 |
+
v = getattr(req, f)
|
| 128 |
+
if v is not None:
|
| 129 |
+
payload[f] = v
|
| 130 |
+
|
| 131 |
+
if not req.stream:
|
| 132 |
+
data = await _perplexity_post_json(payload, req.api_key)
|
| 133 |
+
# Normalized output for frontend convenience
|
| 134 |
+
content = (
|
| 135 |
+
(data.get("choices") or [{}])[0].get("message", {}).get("content")
|
| 136 |
+
if isinstance(data, dict)
|
| 137 |
+
else None
|
| 138 |
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)
|
| 139 |
+
citations = data.get("citations") if isinstance(data, dict) else None
|
| 140 |
+
return JSONResponse({"ok": True, "content": content, "citations": citations, "raw": data})
|
| 141 |
+
|
| 142 |
+
# STREAMING (SSE passthrough)
|
| 143 |
+
async def event_generator():
|
| 144 |
+
headers = _auth_headers(req.api_key)
|
| 145 |
+
async with httpx.AsyncClient(timeout=None) as client:
|
| 146 |
+
async with client.stream("POST", PERPLEXITY_URL, headers=headers, json=payload) as r:
|
| 147 |
+
if r.status_code >= 400:
|
| 148 |
+
body = await r.aread()
|
| 149 |
+
# SSE error frame
|
| 150 |
+
yield f"event: error\ndata: {body.decode('utf-8', errors='ignore')}\n\n"
|
| 151 |
+
return
|
| 152 |
+
|
| 153 |
+
async for line in r.aiter_lines():
|
| 154 |
+
if not line:
|
| 155 |
+
continue
|
| 156 |
+
# Pass through raw SSE-ish lines. Frontend will parse best-effort.
|
| 157 |
+
yield line + "\n"
|
| 158 |
+
|
| 159 |
+
return StreamingResponse(event_generator(), media_type="text/event-stream")
|
| 160 |
+
|
| 161 |
+
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| 162 |
+
def _extract_text_from_upload(file: UploadFile, max_chars: int = 120_000) -> str:
|
| 163 |
+
filename = (file.filename or "").lower()
|
| 164 |
+
if filename.endswith(".txt") or (file.content_type or "").startswith("text/"):
|
| 165 |
+
raw = file.file.read()
|
| 166 |
+
text = raw.decode("utf-8", errors="ignore")
|
| 167 |
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return text[:max_chars]
|
| 168 |
+
|
| 169 |
+
if filename.endswith(".pdf") or file.content_type == "application/pdf":
|
| 170 |
+
reader = PdfReader(file.file)
|
| 171 |
+
chunks: List[str] = []
|
| 172 |
+
for page in reader.pages:
|
| 173 |
+
t = page.extract_text() or ""
|
| 174 |
+
if t.strip():
|
| 175 |
+
chunks.append(t)
|
| 176 |
+
if sum(len(c) for c in chunks) > max_chars:
|
| 177 |
+
break
|
| 178 |
+
return ("\n\n".join(chunks))[:max_chars]
|
| 179 |
+
|
| 180 |
+
raise HTTPException(status_code=400, detail="Only .txt and .pdf supported for upload in this build.")
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| 181 |
+
|
| 182 |
+
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| 183 |
+
@app.post("/api/chat-upload")
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| 184 |
+
async def chat_upload(
|
| 185 |
+
api_key: str = Form(...),
|
| 186 |
+
model: str = Form("sonar"),
|
| 187 |
+
prompt: str = Form(...),
|
| 188 |
+
system_prompt: str = Form("You are a helpful assistant."),
|
| 189 |
+
stream: bool = Form(False),
|
| 190 |
+
file: Optional[UploadFile] = File(None),
|
| 191 |
+
):
|
| 192 |
+
if model not in SONAR_MODELS:
|
| 193 |
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raise HTTPException(status_code=400, detail=f"Unsupported model: {model}")
|
| 194 |
+
|
| 195 |
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file_text = ""
|
| 196 |
+
if file is not None:
|
| 197 |
+
file_text = _extract_text_from_upload(file)
|
| 198 |
+
|
| 199 |
+
user_content = prompt
|
| 200 |
+
if file_text.strip():
|
| 201 |
+
user_content += "\n\n---\nAttached file text (extracted):\n" + file_text
|
| 202 |
+
|
| 203 |
+
req = ChatRequest(
|
| 204 |
+
api_key=api_key,
|
| 205 |
+
model=model,
|
| 206 |
+
messages=[
|
| 207 |
+
{"role": "system", "content": system_prompt},
|
| 208 |
+
{"role": "user", "content": user_content},
|
| 209 |
+
],
|
| 210 |
+
stream=stream,
|
| 211 |
+
)
|
| 212 |
+
return await chat(req)
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