Update 86 files

- /rag/commands/expert.py
- /core/services/__init__.py
- /core/services/embedding_service.py
- /core/services/file_service.py
- /core/services/giga_client.py
- /core/services/kb_service.py
- /core/services/postgres_service.py
- /core/services/qdrant_service.py
- /core/services/reranker_service.py
- /core/functions/__init__.py
- /core/functions/check_consistency.py
- /core/functions/check_spelling.py
- /core/functions/critique_answer.py
- /core/functions/expand_query.py
- /core/functions/extract_metrics.py
- /core/functions/file_processor.py
- /core/functions/generate_document.py
- /core/functions/intent_classify.py
- /core/functions/rerank_context.py
- /core/functions/summarize_document.py
- /core/utils/__init__.py
- /core/utils/arg_parser.py
- /core/utils/config_loader.py
- /core/utils/layout_converter.py
- /core/utils/logger.py
- /core/utils/text_utils.py
- /core/utils/web_utils.py
- /bots/commands/__init__.py
- /bots/commands/base.py
- /bots/commands/create.py
- /core/commands/global_remove.py
- /core/commands/help.py
- /core/commands/info.py
- /core/commands/kb.py
- /core/commands/learn.py
- /core/commands/other.py
- /core/commands/registry.py
- /core/commands/stats.py
- /core/commands/template.py
- /core/handlers/__init__.py
- /core/handlers/message_handler.py
- /core/workers/__init__.py
- /core/workers/indexing_worker.py
- /core/xmpp/__init__.py
- /core/xmpp/client.py
- /bots/commands/global_remove.py
- /bots/commands/help.py
- /bots/commands/info.py
- /bots/commands/kb.py
- /bots/commands/registry.py
- /bots/commands/other.py
- /bots/commands/template.py
- /bots/commands/learn.py
- /bots/commands/stats.py
- /bots/handlers/message_handler.py
- /bots/handlers/__init__.py
- /bots/workers/__init__.py
- /bots/workers/indexing_worker.py
- /bots/xmpp/__init__.py
- /bots/xmpp/client.py
- /rag/services/qdrant_service.py
- /rag/services/giga_client.py
- /rag/services/embedding_service.py
- /rag/services/reranker_service.py
- /rag/services/__init__.py
- /rag/services/file_service.py
- /rag/services/postgres_service.py
- /rag/services/kb_service.py
- /rag/functions/check_spelling.py
- /rag/functions/__init__.py
- /rag/functions/extract_metrics.py
- /rag/functions/generate_document.py
- /rag/functions/expand_query.py
- /rag/functions/critique_answer.py
- /rag/functions/file_processor.py
- /rag/functions/check_consistency.py
- /rag/functions/summarize_document.py
- /rag/functions/rerank_context.py
- /rag/functions/intent_classify.py
- /rag/utils/__init__.py
- /rag/utils/layout_converter.py
- /rag/utils/text_utils.py
- /rag/utils/arg_parser.py
- /rag/utils/config_loader.py
- /rag/utils/logger.py
- /rag/utils/web_utils.py

rag/functions/expand_query.py

@@ -0,0 +1,76 @@
+# -*- coding: utf-8 -*-
+"""
+Модуль расширения запроса ключевыми словами.
+Добавляет синонимы, аббревиатуры и связанные термины для увеличения релевантности.
+
+АДАПТАЦИЯ: теперь функция принимает промпт как аргумент.
+"""
+
+import logging
+import time
+from core.services.giga_client import GigaClient
+
+logger = logging.getLogger(__name__)
+
+_expand_cache = {}
+_CACHE_TTL = 300
+
+
+async def expand_query(
+    giga: GigaClient,
+    query: str,
+    prompt_text: str,
+    bot_config,
+) -> str:
+    """
+    Расширяет исходный запрос пользователя набором ключевых слов.
+
+    Аргументы:
+        giga (GigaClient): клиент GigaChat
+        query (str): исходный запрос
+        prompt_text (str): содержимое промпта расширения
+        bot_config (BotConfig): объект конфигурации
+
+    Возвращает:
+        str: расширенный запрос или исходный, если расширение не удалось
+    """
+    if not prompt_text:
+        logger.debug("Промпт расширения пуст, возвращаем исходный запрос")
+        return query
+
+    cache_key = query.strip().lower()
+    now = time.time()
+    if cache_key in _expand_cache:
+        cached_time, cached_result = _expand_cache[cache_key]
+        if now - cached_time < _CACHE_TTL:
+            logger.debug(f"Кэш расширения: '{cache_key}' -> '{cached_result}'")
+            return cached_result
+        else:
+            del _expand_cache[cache_key]
+
+    expand_cfg = getattr(bot_config, 'expand', {})
+    temperature = expand_cfg.get('temperature', 0.1)
+    if isinstance(temperature, dict):
+        temperature = 0.1
+
+    prompt = prompt_text.format(query=query)
+
+    try:
+        response = await giga.chat(
+            history=[],
+            query=prompt,
+            system_prompt=None,
+            file_id=None,
+            temperature=temperature
+        )
+        expanded = response.strip()
+        if expanded and expanded != query:
+            logger.debug(f"Расширенный запрос: {expanded}")
+            _expand_cache[cache_key] = (now, expanded)
+            return expanded
+        else:
+            _expand_cache[cache_key] = (now, query)
+            return query
+    except Exception as e:
+        logger.error(f"Ошибка расширения запроса: {e}", exc_info=True)
+        return query