import asyncio import aiohttp from aiohttp import web import uuid import pathlib class OllamaServer: def __init__(self, ws, models): self.ws = ws self.queues = {} self.models = models @property def model_names(self): return [model['name'] for model in self.models] async def forward_to_http(self, request_id, message): if request_id not in self.queues: self.queues[request_id] = asyncio.Queue() await self.queues[request_id].put(message) async def forward_to_websocket(self, request_id, message, path): self.queues[request_id] = asyncio.Queue() await self.ws.send_json(dict(request_id=request_id, data=message, path=path)) while True: chunk = await self.queues[request_id].get() yield chunk if chunk['done']: break async def serve(self): async for msg in self.ws: if msg.type == web.WSMsgType.TEXT: data = msg.json() request_id = data['request_id'] await self.forward_to_http(request_id, data['data']) elif msg.type == web.WSMsgType.ERROR: break class NoServerFoundException(BaseException): pass class ServerManager: def __init__(self): self.servers = [] def add_server(self, server): self.servers.append(server) def remove_server(self, server): self.servers.remove(server) def get_server_by_model_name(self, model_name): for server in self.servers: if model_name in server.model_names: return server return None async def forward_to_websocket(self, request_id, message, path): try: server = self.servers.pop(0) self.servers.append(server) server = self.get_server_by_model_name(message['model']) if not server: raise NoServerFoundException async for msg in server.forward_to_websocket(request_id, message, path): yield msg except: raise def get_models(self): models = {} for server in self.servers: for model_name in server.model_names: if not model_name in models: models[model_name] = 0 models[model_name] += 1 return models server_manager = ServerManager() async def websocket_handler(request): ws = web.WebSocketResponse() await ws.prepare(request) models = await ws.receive_json() server = OllamaServer(ws, models['models']) server_manager.add_server(server) async for msg in ws: if msg.type == web.WSMsgType.TEXT: data = msg.json() await server.forward_to_http(data['request_id'], data['data']) elif msg.type == web.WSMsgType.ERROR: print(f'WebSocket connection closed with exception: {ws.exception()}') server_manager.remove_server(server) return ws async def http_handler(request): request_id = str(uuid.uuid4()) data = None try: data = await request.json() except ValueError: return web.Response(status=400) resp = web.StreamResponse(headers={'Content-Type': 'application/x-ndjson', 'Transfer-Encoding': 'chunked'}) await resp.prepare(request) import json try: async for result in server_manager.forward_to_websocket(request_id, data, path=request.path): await resp.write(json.dumps(result).encode() + b'\n') except NoServerFoundException: await resp.write(json.dumps(dict(error="No server with that model found.",available=server_manager.get_models())).encode() + b'\n') await resp.write_eof() return resp async def index_handler(request): index_template = pathlib.Path("index.html").read_text() client_py = pathlib.Path("client.py").read_text() index_template = index_template.replace("#client.py", client_py) return web.Response(text=index_template, content_type="text/html") async def models_handler(self): return web.json_response(server_manager.get_models()) app = web.Application() app.router.add_get("/", index_handler) app.router.add_route('GET', '/publish', websocket_handler) app.router.add_route('POST', '/api/chat', http_handler) app.router.add_route('POST', '/v1/api/chat', http_handler) app.router.add_route('POST', '/v1/api/chat/completions', http_handler) app.router.add_route('GET', '/models', models_handler) if __name__ == '__main__': web.run_app(app, port=1984)