Spaces:
Running
Running
okay
Browse files- app/api/v1/chat.py +54 -3
- app/services/chat_service.py +334 -1
app/api/v1/chat.py
CHANGED
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@@ -1,13 +1,15 @@
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from __future__ import annotations
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import logging
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import time
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-
from typing import Any, Dict, List, Optional
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from fastapi import APIRouter, Depends, HTTPException, Request
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from app.api.deps import require_auth
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-
from app.services.chat_service import chat_completion
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logger = logging.getLogger(__name__)
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@@ -17,12 +19,50 @@ VALID_PROVIDERS = ["openprovider", "meganova", "aionlabs"]
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router = APIRouter()
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@router.post("/chat/completions")
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async def create_chat_completion(
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body: Dict[str, Any],
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request: Request,
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token: str = Depends(require_auth),
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-
)
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start = time.monotonic()
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req_id = hex(int(time.time() * 1_000_000))[-8:]
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@@ -78,6 +118,17 @@ async def create_chat_completion(
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redis = getattr(request.app.state, "redis", None)
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scripts = getattr(request.app.state, "scripts", None)
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try:
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result = await chat_completion(
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messages=messages,
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from __future__ import annotations
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import json
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import logging
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import time
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from typing import Any, AsyncGenerator, Dict, List, Optional
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from fastapi import APIRouter, Depends, HTTPException, Request
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from fastapi.responses import StreamingResponse
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from app.api.deps import require_auth
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from app.services.chat_service import chat_completion, _stream_chat_completion
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logger = logging.getLogger(__name__)
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router = APIRouter()
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async def _stream_events(
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body: Dict[str, Any],
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request: Request,
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) -> AsyncGenerator[str, None]:
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messages = body["messages"]
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model = body.get("model", "agentdeck-1.0")
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provider = body.get("provider")
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max_tokens = body.get("max_tokens", 1024)
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temperature = body.get("temperature", 0.7)
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top_p = body.get("top_p", 0.9)
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response_format = body.get("response_format")
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redis = getattr(request.app.state, "redis", None)
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scripts = getattr(request.app.state, "scripts", None)
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try:
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async for chunk in _stream_chat_completion(
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messages=messages,
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model=model,
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provider=provider,
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response_format=response_format,
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max_tokens=max_tokens,
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temperature=temperature,
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top_p=top_p,
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redis=redis,
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scripts=scripts,
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):
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yield f"data: {json.dumps(chunk)}\n\n"
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yield "data: [DONE]\n\n"
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except RuntimeError as e:
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error_detail = str(e)
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if "All AI providers exhausted" in error_detail:
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error_chunk = {"error": {"message": "All API keys are currently locked. Retry after a few minutes.", "code": 503}}
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else:
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error_chunk = {"error": {"message": error_detail, "code": 502}}
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yield f"data: {json.dumps(error_chunk)}\n\n"
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yield "data: [DONE]\n\n"
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@router.post("/chat/completions")
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async def create_chat_completion(
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body: Dict[str, Any],
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request: Request,
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token: str = Depends(require_auth),
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):
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start = time.monotonic()
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req_id = hex(int(time.time() * 1_000_000))[-8:]
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redis = getattr(request.app.state, "redis", None)
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scripts = getattr(request.app.state, "scripts", None)
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if stream:
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return StreamingResponse(
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_stream_events(body, request),
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media_type="text/event-stream",
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headers={
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"Cache-Control": "no-cache",
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"Connection": "keep-alive",
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"X-Accel-Buffering": "no",
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},
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)
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try:
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result = await chat_completion(
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messages=messages,
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app/services/chat_service.py
CHANGED
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@@ -2,7 +2,7 @@ from __future__ import annotations
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import json
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import logging
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-
from typing import Any, Dict, List, Optional
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import aiohttp
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from redis.asyncio import Redis
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@@ -602,3 +602,336 @@ async def call_aion_labs_no_redis(
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continue
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return None
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import json
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import logging
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+
from typing import Any, AsyncGenerator, Dict, List, Optional
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import aiohttp
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from redis.asyncio import Redis
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continue
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return None
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+
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+
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async def _sse_chunks(resp: aiohttp.ClientResponse) -> AsyncGenerator[Dict[str, Any], None]:
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buffer = b""
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async for raw in resp.content.iter_any():
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buffer += raw
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while b"\n" in buffer:
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line, buffer = buffer.split(b"\n", 1)
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line_str = line.decode("utf-8").strip()
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if line_str.startswith("data: "):
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payload = line_str[6:]
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if payload.strip() == "[DONE]":
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return
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try:
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| 619 |
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yield json.loads(payload)
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except json.JSONDecodeError:
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continue
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+
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async def _stream_meganova(
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redis: Redis,
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scripts: Dict[str, str],
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messages: List[Dict[str, str]],
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| 628 |
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response_format: Optional[Dict[str, str]],
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max_tokens: int = DEFAULT_MAX_TOKENS,
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| 630 |
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temperature: float = DEFAULT_TEMPERATURE,
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top_p: float = DEFAULT_TOP_P,
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target_model: Optional[str] = None,
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| 633 |
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) -> AsyncGenerator[Dict[str, Any], None]:
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if target_model and target_model not in MODELS:
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return
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+
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| 637 |
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total_unique_slots = len(MODELS) * len(KEY_IDS)
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| 638 |
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tried: set = set()
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| 639 |
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hard_cap = total_unique_slots * 2 + 2
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| 640 |
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loops = 0
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| 641 |
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max_tries = len(KEY_IDS) if target_model else total_unique_slots
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| 642 |
+
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+
while len(tried) < max_tries and loops < hard_cap:
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| 644 |
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loops += 1
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slot = (
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| 646 |
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await _acquire_slot_for_model(redis, target_model)
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| 647 |
+
if target_model
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| 648 |
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else await _acquire_slot(redis, scripts)
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| 649 |
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)
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| 650 |
+
if not slot:
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| 651 |
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return
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| 652 |
+
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| 653 |
+
combo_key = f"{slot['keyId']}:{slot['modelIndex']}"
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| 654 |
+
if combo_key in tried:
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| 655 |
+
continue
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| 656 |
+
tried.add(combo_key)
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| 657 |
+
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| 658 |
+
prepared = prepare_messages(messages, response_format)
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| 659 |
+
api_key = KEY_MAP.get(slot["keyId"])
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| 660 |
+
if not api_key:
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| 661 |
+
continue
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| 662 |
+
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| 663 |
+
payload = {
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| 664 |
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"messages": prepared,
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| 665 |
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"model": slot["model"],
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| 666 |
+
"max_tokens": max_tokens,
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| 667 |
+
"temperature": temperature,
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| 668 |
+
"top_p": top_p,
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| 669 |
+
"stream": True,
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| 670 |
+
}
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| 671 |
+
|
| 672 |
+
try:
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| 673 |
+
timeout = aiohttp.ClientTimeout(total=_settings.request_timeout_ms / 1000)
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| 674 |
+
async with aiohttp.ClientSession(timeout=timeout) as session:
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| 675 |
+
async with session.post(
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| 676 |
+
f"{MEGANOVA_BASE_URL}{MEGANOVA_CHAT_PATH}",
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| 677 |
+
json=payload,
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| 678 |
+
headers={
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| 679 |
+
"Authorization": f"Bearer {api_key}",
|
| 680 |
+
"Content-Type": "application/json",
|
| 681 |
+
},
|
| 682 |
+
) as resp:
|
| 683 |
+
if resp.status >= 400:
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| 684 |
+
logger.warning(
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| 685 |
+
"MegaNova stream HTTP %d for keyId=%s model=%s",
|
| 686 |
+
resp.status, slot["keyId"], slot["model"],
|
| 687 |
+
)
|
| 688 |
+
await _mark_failure(redis, scripts, slot["keyId"], slot["modelIndex"])
|
| 689 |
+
continue
|
| 690 |
+
async for chunk in _sse_chunks(resp):
|
| 691 |
+
yield chunk
|
| 692 |
+
return
|
| 693 |
+
except Exception as exc:
|
| 694 |
+
logger.warning("MegaNova stream failed: %s", exc)
|
| 695 |
+
continue
|
| 696 |
+
|
| 697 |
+
|
| 698 |
+
async def _stream_meganova_no_redis(
|
| 699 |
+
messages: List[Dict[str, str]],
|
| 700 |
+
response_format: Optional[Dict[str, str]],
|
| 701 |
+
max_tokens: int = DEFAULT_MAX_TOKENS,
|
| 702 |
+
temperature: float = DEFAULT_TEMPERATURE,
|
| 703 |
+
top_p: float = DEFAULT_TOP_P,
|
| 704 |
+
target_model: Optional[str] = None,
|
| 705 |
+
) -> AsyncGenerator[Dict[str, Any], None]:
|
| 706 |
+
api_key = _get_meganova_key()
|
| 707 |
+
if not api_key:
|
| 708 |
+
logger.info("No MegaNova keys configured, skipping stream")
|
| 709 |
+
return
|
| 710 |
+
|
| 711 |
+
prepared = prepare_messages(messages, response_format)
|
| 712 |
+
payload = {
|
| 713 |
+
"model": target_model or MODELS[1],
|
| 714 |
+
"messages": prepared,
|
| 715 |
+
"max_tokens": max_tokens,
|
| 716 |
+
"temperature": temperature,
|
| 717 |
+
"top_p": top_p,
|
| 718 |
+
"stream": True,
|
| 719 |
+
}
|
| 720 |
+
|
| 721 |
+
try:
|
| 722 |
+
timeout = aiohttp.ClientTimeout(total=_settings.request_timeout_ms / 1000)
|
| 723 |
+
async with aiohttp.ClientSession(timeout=timeout) as session:
|
| 724 |
+
async with session.post(
|
| 725 |
+
f"{MEGANOVA_BASE_URL}{MEGANOVA_CHAT_PATH}",
|
| 726 |
+
json=payload,
|
| 727 |
+
headers={
|
| 728 |
+
"Authorization": f"Bearer {api_key}",
|
| 729 |
+
"Content-Type": "application/json",
|
| 730 |
+
},
|
| 731 |
+
) as resp:
|
| 732 |
+
if resp.status != 200:
|
| 733 |
+
logger.warning("MegaNova stream HTTP %d", resp.status)
|
| 734 |
+
return
|
| 735 |
+
async for chunk in _sse_chunks(resp):
|
| 736 |
+
yield chunk
|
| 737 |
+
except Exception as exc:
|
| 738 |
+
logger.warning("MegaNova stream failed: %s", exc)
|
| 739 |
+
|
| 740 |
+
|
| 741 |
+
async def _stream_aion_labs(
|
| 742 |
+
redis: Redis,
|
| 743 |
+
messages: List[Dict[str, str]],
|
| 744 |
+
response_format: Optional[Dict[str, str]],
|
| 745 |
+
model: str = AION_LABS_DEFAULT_MODEL,
|
| 746 |
+
max_tokens: int = DEFAULT_MAX_TOKENS,
|
| 747 |
+
temperature: float = DEFAULT_TEMPERATURE,
|
| 748 |
+
top_p: float = DEFAULT_TOP_P,
|
| 749 |
+
) -> AsyncGenerator[Dict[str, Any], None]:
|
| 750 |
+
keys_json = await redis.get(f"{AION_PREFIX}:keys")
|
| 751 |
+
if not keys_json:
|
| 752 |
+
logger.info("[aion] No keys in Redis, skipping stream")
|
| 753 |
+
return
|
| 754 |
+
keys: List[str] = json.loads(keys_json)
|
| 755 |
+
if not keys:
|
| 756 |
+
return
|
| 757 |
+
|
| 758 |
+
total_tries = min(len(keys), 3)
|
| 759 |
+
for attempt in range(total_tries):
|
| 760 |
+
key = await _get_next_aion_key(redis)
|
| 761 |
+
if not key:
|
| 762 |
+
return
|
| 763 |
+
|
| 764 |
+
prepared = prepare_messages(messages, response_format)
|
| 765 |
+
payload = {
|
| 766 |
+
"model": model,
|
| 767 |
+
"messages": prepared,
|
| 768 |
+
"max_tokens": max_tokens,
|
| 769 |
+
"temperature": temperature,
|
| 770 |
+
"top_p": top_p,
|
| 771 |
+
"stream": True,
|
| 772 |
+
}
|
| 773 |
+
|
| 774 |
+
try:
|
| 775 |
+
timeout = aiohttp.ClientTimeout(total=_settings.request_timeout_ms / 1000)
|
| 776 |
+
async with aiohttp.ClientSession(timeout=timeout) as session:
|
| 777 |
+
async with session.post(
|
| 778 |
+
f"{AION_LABS_BASE_URL}{AION_LABS_CHAT_PATH}",
|
| 779 |
+
json=payload,
|
| 780 |
+
headers={"Authorization": f"Bearer {key}", "Content-Type": "application/json"},
|
| 781 |
+
) as resp:
|
| 782 |
+
if resp.status != 200:
|
| 783 |
+
logger.warning("[aion] Stream attempt %s HTTP %s", attempt + 1, resp.status)
|
| 784 |
+
continue
|
| 785 |
+
async for chunk in _sse_chunks(resp):
|
| 786 |
+
yield chunk
|
| 787 |
+
return
|
| 788 |
+
except Exception as exc:
|
| 789 |
+
logger.warning("[aion] Stream attempt %s failed: %s", attempt + 1, exc)
|
| 790 |
+
continue
|
| 791 |
+
|
| 792 |
+
|
| 793 |
+
async def _stream_aion_labs_no_redis(
|
| 794 |
+
messages: List[Dict[str, str]],
|
| 795 |
+
response_format: Optional[Dict[str, str]],
|
| 796 |
+
model: str = AION_LABS_DEFAULT_MODEL,
|
| 797 |
+
max_tokens: int = DEFAULT_MAX_TOKENS,
|
| 798 |
+
temperature: float = DEFAULT_TEMPERATURE,
|
| 799 |
+
top_p: float = DEFAULT_TOP_P,
|
| 800 |
+
) -> AsyncGenerator[Dict[str, Any], None]:
|
| 801 |
+
keys_str = _settings.aion_lab_keys
|
| 802 |
+
if not keys_str:
|
| 803 |
+
logger.info("No AION keys configured, skipping stream")
|
| 804 |
+
return
|
| 805 |
+
keys = [k.strip() for k in keys_str.split(",") if k.strip()]
|
| 806 |
+
if not keys:
|
| 807 |
+
return
|
| 808 |
+
|
| 809 |
+
for attempt, key in enumerate(keys[:3]):
|
| 810 |
+
prepared = prepare_messages(messages, response_format)
|
| 811 |
+
payload = {
|
| 812 |
+
"model": model,
|
| 813 |
+
"messages": prepared,
|
| 814 |
+
"max_tokens": max_tokens,
|
| 815 |
+
"temperature": temperature,
|
| 816 |
+
"top_p": top_p,
|
| 817 |
+
"stream": True,
|
| 818 |
+
}
|
| 819 |
+
|
| 820 |
+
try:
|
| 821 |
+
timeout = aiohttp.ClientTimeout(total=_settings.request_timeout_ms / 1000)
|
| 822 |
+
async with aiohttp.ClientSession(timeout=timeout) as session:
|
| 823 |
+
async with session.post(
|
| 824 |
+
f"{AION_LABS_BASE_URL}{AION_LABS_CHAT_PATH}",
|
| 825 |
+
json=payload,
|
| 826 |
+
headers={"Authorization": f"Bearer {key}", "Content-Type": "application/json"},
|
| 827 |
+
) as resp:
|
| 828 |
+
if resp.status != 200:
|
| 829 |
+
continue
|
| 830 |
+
async for chunk in _sse_chunks(resp):
|
| 831 |
+
yield chunk
|
| 832 |
+
return
|
| 833 |
+
except Exception:
|
| 834 |
+
continue
|
| 835 |
+
|
| 836 |
+
|
| 837 |
+
async def _stream_openrouter_mimika(
|
| 838 |
+
messages: List[Dict[str, str]],
|
| 839 |
+
response_format: Optional[Dict[str, str]],
|
| 840 |
+
max_tokens: int = DEFAULT_MAX_TOKENS,
|
| 841 |
+
temperature: float = DEFAULT_TEMPERATURE,
|
| 842 |
+
top_p: float = DEFAULT_TOP_P,
|
| 843 |
+
) -> AsyncGenerator[Dict[str, Any], None]:
|
| 844 |
+
api_key = _settings.openrouter_mimika_api_key
|
| 845 |
+
if not api_key:
|
| 846 |
+
logger.info("OPENROUTER_MIMIKA_API_KEY not set, skipping stream")
|
| 847 |
+
return
|
| 848 |
+
|
| 849 |
+
prepared = prepare_messages(messages, response_format)
|
| 850 |
+
payload = {
|
| 851 |
+
"model": OPENROUTER_MIMIKA_MODEL,
|
| 852 |
+
"messages": prepared,
|
| 853 |
+
"max_tokens": max_tokens,
|
| 854 |
+
"temperature": temperature,
|
| 855 |
+
"top_p": top_p,
|
| 856 |
+
"stream": True,
|
| 857 |
+
}
|
| 858 |
+
|
| 859 |
+
try:
|
| 860 |
+
timeout = aiohttp.ClientTimeout(total=_settings.request_timeout_ms / 1000)
|
| 861 |
+
async with aiohttp.ClientSession(timeout=timeout) as session:
|
| 862 |
+
async with session.post(
|
| 863 |
+
f"{OPENROUTER_MIMIKA_BASE_URL}{OPENROUTER_MIMIKA_CHAT_PATH}",
|
| 864 |
+
json=payload,
|
| 865 |
+
headers={
|
| 866 |
+
"Authorization": f"Bearer {api_key}",
|
| 867 |
+
"Content-Type": "application/json",
|
| 868 |
+
},
|
| 869 |
+
) as resp:
|
| 870 |
+
if resp.status != 200:
|
| 871 |
+
logger.warning("OpenRouter Mimika stream HTTP %d", resp.status)
|
| 872 |
+
return
|
| 873 |
+
async for chunk in _sse_chunks(resp):
|
| 874 |
+
yield chunk
|
| 875 |
+
except Exception as exc:
|
| 876 |
+
logger.warning("OpenRouter Mimika stream failed: %s", exc)
|
| 877 |
+
|
| 878 |
+
|
| 879 |
+
async def _stream_chat_completion(
|
| 880 |
+
messages: List[Dict[str, str]],
|
| 881 |
+
model: str = "agentdeck-1.0",
|
| 882 |
+
response_format: Optional[Dict[str, str]] = None,
|
| 883 |
+
max_tokens: int = DEFAULT_MAX_TOKENS,
|
| 884 |
+
temperature: float = DEFAULT_TEMPERATURE,
|
| 885 |
+
top_p: float = DEFAULT_TOP_P,
|
| 886 |
+
provider: Optional[str] = None,
|
| 887 |
+
redis: Optional[Redis] = None,
|
| 888 |
+
scripts: Optional[Dict[str, str]] = None,
|
| 889 |
+
) -> AsyncGenerator[Dict[str, Any], None]:
|
| 890 |
+
messages = inject_system_identity(messages, model)
|
| 891 |
+
|
| 892 |
+
if not provider:
|
| 893 |
+
provider = "meganova"
|
| 894 |
+
|
| 895 |
+
target = model if model in MODELS else None
|
| 896 |
+
|
| 897 |
+
if provider == "aionlabs":
|
| 898 |
+
if redis and scripts:
|
| 899 |
+
gen = _stream_aion_labs(redis, messages, response_format, model or AION_LABS_DEFAULT_MODEL, max_tokens, temperature, top_p)
|
| 900 |
+
else:
|
| 901 |
+
gen = _stream_aion_labs_no_redis(messages, response_format, model or AION_LABS_DEFAULT_MODEL, max_tokens, temperature, top_p)
|
| 902 |
+
async for chunk in gen:
|
| 903 |
+
yield chunk
|
| 904 |
+
return
|
| 905 |
+
|
| 906 |
+
if provider == "openprovider":
|
| 907 |
+
async for chunk in _stream_openrouter_mimika(messages, response_format, max_tokens, temperature, top_p):
|
| 908 |
+
yield chunk
|
| 909 |
+
return
|
| 910 |
+
|
| 911 |
+
for _ in range(3):
|
| 912 |
+
if provider == "meganova":
|
| 913 |
+
if redis and scripts:
|
| 914 |
+
gen = _stream_meganova(redis, scripts, messages, response_format, max_tokens, temperature, top_p, target)
|
| 915 |
+
else:
|
| 916 |
+
gen = _stream_meganova_no_redis(messages, response_format, max_tokens, temperature, top_p, target)
|
| 917 |
+
elif provider == "aionlabs":
|
| 918 |
+
if redis and scripts:
|
| 919 |
+
gen = _stream_aion_labs(redis, messages, response_format, model or AION_LABS_DEFAULT_MODEL, max_tokens, temperature, top_p)
|
| 920 |
+
else:
|
| 921 |
+
gen = _stream_aion_labs_no_redis(messages, response_format, model or AION_LABS_DEFAULT_MODEL, max_tokens, temperature, top_p)
|
| 922 |
+
else:
|
| 923 |
+
gen = _stream_openrouter_mimika(messages, response_format, max_tokens, temperature, top_p)
|
| 924 |
+
|
| 925 |
+
yielded = False
|
| 926 |
+
async for chunk in gen:
|
| 927 |
+
yielded = True
|
| 928 |
+
yield chunk
|
| 929 |
+
if yielded:
|
| 930 |
+
return
|
| 931 |
+
|
| 932 |
+
if provider == "meganova":
|
| 933 |
+
provider = "aionlabs"
|
| 934 |
+
elif provider == "aionlabs":
|
| 935 |
+
provider = "openprovider"
|
| 936 |
+
else:
|
| 937 |
+
break
|