diff --git a/requirements.txt b/requirements.txt
index 61dd4d7..8456702 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -5,4 +5,5 @@ requests
 psycopg2-binary
 python-dotenv
 pdfplumber
+httpx
 h2
diff --git a/site/llm_client.py b/site/llm_client.py
index 503f1b9..6554394 100644
--- a/site/llm_client.py
+++ b/site/llm_client.py
@@ -4,9 +4,8 @@ llm_client.py — Тонкий HTTP-клиент к LLM API.
 Только отправить промпт → получить ответ. Никакой бизнес-логики.
 Бизнес-логика (промпты, парсинг ответа) → extractor.py.
 
-Использует h2 + ssl + socket — HTTP/2 на чистом Python.
-api.aillm.ru за ddos-guard, требует HTTP/2.
-h2 — pure Python, ставится без компиляции в slim-контейнерах.
+Использует httpx с HTTP/2 — api.aillm.ru за ddos-guard, требует HTTP/2.
+h2 (pure Python) в requirements.txt отдельной строкой.
 
 Переменные окружения:
   LLM_API_URL  — URL API (по умолчанию https://api.aillm.ru/v1/chat/completions)
@@ -14,97 +13,20 @@ h2 — pure Python, ставится без компиляции в slim-кон
 """
 
 import os
-import json
-import ssl
-import socket
-import h2.connection
-import h2.events
-from urllib.parse import urlparse
+import httpx
 
 # ── Конфигурация ────────────────────────────────────────────────
 
 DEFAULT_URL = "https://api.aillm.ru/v1/chat/completions"
-DEFAULT_MODEL = "gpt-oss-120b"  # 120B модель через LiteLLM-прокси
-
-
-def _http2_request(url: str, headers: dict, body: str, timeout: int = 120) -> dict:
-    """
-    HTTP/2 POST-запрос на чистом Python (h2 + ssl + socket).
-    Возвращает (status_code, response_body) или бросает исключение.
-    """
-    parsed = urlparse(url)
-    host = parsed.hostname
-    port = parsed.port or 443
-
-    # SSL-контекст с ALPN = h2 (HTTP/2)
-    ctx = ssl.create_default_context()
-    ctx.set_alpn_protocols(["h2"])
-
-    sock = socket.create_connection((host, port), timeout=timeout)
-    ssl_sock = ctx.wrap_socket(sock, server_hostname=host)
-
-    conn = h2.connection.H2Connection()
-    conn.initiate_connection()
-    ssl_sock.sendall(conn.data_to_send())
-
-    # Формируем заголовки
-    request_headers = [
-        (":method", "POST"),
-        (":path", parsed.path + ("?" + parsed.query if parsed.query else "")),
-        (":authority", host),
-        (":scheme", "https"),
-        ("content-type", "application/json"),
-        ("accept", "application/json"),
-    ]
-    for k, v in headers.items():
-        request_headers.append((k.lower(), v))
-
-    conn.send_headers(1, request_headers, end_stream=False)
-    body_bytes = body.encode("utf-8")
-    conn.send_data(1, body_bytes, end_stream=True)
-    ssl_sock.sendall(conn.data_to_send())
-
-    # Читаем ответ
-    response_data = b""
-    response_headers = {}
-
-    while True:
-        data = ssl_sock.recv(65535)
-        if not data:
-            break
-
-        events = conn.receive_data(data)
-        for event in events:
-            if isinstance(event, h2.events.ResponseReceived):
-                response_headers = dict(event.headers)
-            elif isinstance(event, h2.events.DataReceived):
-                response_data += event.data
-                conn.acknowledge_received_data(event.flow_controlled_length, event.stream_id)
-            elif isinstance(event, h2.events.StreamEnded):
-                ssl_sock.sendall(conn.data_to_send())
-                ssl_sock.close()
-                status = int(response_headers.get(b":status", b"0"))
-                return status, response_data.decode("utf-8")
-
-        ssl_sock.sendall(conn.data_to_send())
-
-    ssl_sock.close()
-    raise Exception("HTTP/2 stream ended without response")
+DEFAULT_MODEL = "gpt-oss-120b"
 
 
 def ask(prompt: str, model: str = None, max_tokens: int = 8000) -> dict:
     """
-    Отправить промпт к LLM API через HTTP/2 (h2).
-
-    Args:
-      prompt:     текст промпта
-      model:      модель (None = DEFAULT_MODEL)
-      max_tokens: максимум токенов в ответе
+    Отправить промпт к LLM API.
 
     Returns:
-      {"text": "ответ модели", "model": "...", "usage": {...}}
-      или
-      {"error": "описание ошибки"}
+      {"text": "...", "model": "...", "usage": {...}} или {"error": "..."}
     """
     api_url = os.getenv("LLM_API_URL", DEFAULT_URL)
     api_key = os.getenv("LLM_API_KEY", "")
@@ -114,34 +36,35 @@ def ask(prompt: str, model: str = None, max_tokens: int = 8000) -> dict:
 
     model = model or DEFAULT_MODEL
 
-    payload = json.dumps({
+    payload = {
         "model": model,
         "messages": [{"role": "user", "content": prompt}],
         "max_tokens": max_tokens,
         "temperature": 0.1,
-    })
+    }
 
-    headers = {"authorization": f"Bearer {api_key}"}
+    headers = {
+        "Authorization": f"Bearer {api_key}",
+        "Content-Type": "application/json",
+    }
 
     try:
-        status, body = _http2_request(api_url, headers, payload)
-
-        if status != 200:
-            return {"error": f"LLM HTTP {status}: {body[:500]}"}
-
-        data = json.loads(body)
+        with httpx.Client(http2=True, timeout=120) as client:
+            resp = client.post(api_url, json=payload, headers=headers)
+            resp.raise_for_status()
+            data = resp.json()
 
         choice = data.get("choices", [{}])[0]
         message = choice.get("message", {})
-        text = message.get("content", "")
-
         return {
-            "text": text,
+            "text": message.get("content", ""),
             "model": data.get("model", model),
             "usage": data.get("usage", {}),
         }
 
-    except socket.timeout:
+    except httpx.HTTPStatusError as e:
+        return {"error": f"LLM HTTP {e.response.status_code}: {e.response.text[:500]}"}
+    except httpx.TimeoutException:
         return {"error": "LLM timeout"}
     except Exception as e:
-        return {"error": f"LLM unexpected: {e}"}
+        return {"error": f"LLM: {e}"}