diff --git a/pyproject.toml b/pyproject.toml
index 551a355..d380371 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -10,7 +10,7 @@ dependencies = [
     "aiogram>=3.20.0.post0",
     "beanie>=2.0.0",
     "dishka>=1.6.0",
-    "google-genai>=1.23.0",
+    "pydantic-ai>=0.4.4",
     "pydantic-settings>=2.10.1",
     "pydub>=0.25.1",
     "rich>=14.0.0",
diff --git a/src/bot/modules/solaris/agents/build.py b/src/bot/modules/solaris/agents/build.py
index 5ec3b22..bc3c6e0 100644
--- a/src/bot/modules/solaris/agents/build.py
+++ b/src/bot/modules/solaris/agents/build.py
@@ -1,5 +1,3 @@
-import json
-
 from google import genai
 
 from .respond import RespondAgent
diff --git a/src/bot/modules/solaris/agents/respond.py b/src/bot/modules/solaris/agents/respond.py
index b994b49..93f3785 100644
--- a/src/bot/modules/solaris/agents/respond.py
+++ b/src/bot/modules/solaris/agents/respond.py
@@ -1,32 +1,25 @@
-import json
+from typing import List
 
-from google import genai
-from google.genai import chats, types
+from pydantic_ai import Agent
+from pydantic_ai.messages import ModelMessage
 
-from utils.config import dconfig
+from dependencies.types.model import RespondModel
 
-from ..constants import SAFETY_SETTINGS
-from ..structures import InputMessage, OutputMessage
-from ..tools import RESPOND_TOOLS
+from ..structures import OutputMessage
+from ..tools import RESPOND_TOOLSET
 
 
 class RespondAgent:
-    def __init__(self, client: genai.client.AsyncClient) -> None:
-        self.client = client
+    def __init__(self, model: RespondModel, system_prompt: str) -> None:
+        self.agent = Agent(
+            model=model,
+            instructions=system_prompt,
+            output_type=list[OutputMessage],
+            toolsets=[RESPOND_TOOLSET],
+        )
 
     async def generate_response(
-        self, system_prompt: str, history: list[types.Content]
-    ) -> list[OutputMessage]:
-        content = await self.client.models.generate_content(
-            model=(await dconfig()).models.respond_model,
-            contents=history,
-            config=types.GenerateContentConfig(
-                system_instruction=system_prompt,
-                thinking_config=types.ThinkingConfig(thinking_budget=0),
-                response_mime_type="application/json",
-                response_schema=list[OutputMessage],
-                # safety_settings=SAFETY_SETTINGS,
-                tools=RESPOND_TOOLS,
-            ),
-        )
-        return content.parsed
+        self, request: str, history: List[ModelMessage]
+    ) -> tuple[list[OutputMessage], List[ModelMessage]]:
+        result = await self.agent.run(user_prompt=request, message_history=history)
+        return result.output, result.all_messages()
diff --git a/src/bot/modules/solaris/agents/tts.py b/src/bot/modules/solaris/agents/tts.py
index de9cd70..44fb6f3 100644
--- a/src/bot/modules/solaris/agents/tts.py
+++ b/src/bot/modules/solaris/agents/tts.py
@@ -4,8 +4,6 @@ from google import genai
 from google.genai import types
 from pydub import AudioSegment
 
-from ..constants import SAFETY_SETTINGS
-
 TTS_MODEL = "gemini-2.5-flash-preview-tts"
 
 
diff --git a/src/bot/modules/solaris/constants.py b/src/bot/modules/solaris/constants.py
index bab8191..223fd26 100644
--- a/src/bot/modules/solaris/constants.py
+++ b/src/bot/modules/solaris/constants.py
@@ -1,7 +1,5 @@
 from google.genai import types
 
-from .structures import OutputMessage
-
 SAFETY_SETTINGS = [
     types.SafetySetting(
         category=category.value, threshold=types.HarmBlockThreshold.OFF.value
diff --git a/src/bot/modules/solaris/services/__init__.py b/src/bot/modules/solaris/services/__init__.py
index e69de29..257b632 100644
--- a/src/bot/modules/solaris/services/__init__.py
+++ b/src/bot/modules/solaris/services/__init__.py
@@ -0,0 +1 @@
+from .respond import RespondService
diff --git a/src/bot/modules/solaris/services/respond.py b/src/bot/modules/solaris/services/respond.py
index 35ef546..452c8e8 100644
--- a/src/bot/modules/solaris/services/respond.py
+++ b/src/bot/modules/solaris/services/respond.py
@@ -1,55 +1,20 @@
-import json
-
-from beanie.odm.operators.update.general import Set
-from google import genai
-from google.genai import chats, types
-
-from utils.config import dconfig
 from utils.db.models.session import RespondSession
-from utils.logging import console
 
 from ..agents.respond import RespondAgent
-from ..constants import SAFETY_SETTINGS
 from ..prompts import load_prompt
 from ..structures import InputMessage, OutputMessage
 
 
 class RespondService:
-    def __init__(self, client: genai.client.AsyncClient, chat_id: int) -> None:
-        self.agent = RespondAgent(client)
-        self.chat_id = chat_id
-        self.session: RespondSession | None = None
-
-    async def _get_or_create_session(self) -> RespondSession:
-        session = await RespondSession.get_by_chat_id(chat_id=self.chat_id)
-        if not session:
-            session = await RespondSession.create_empty(
-                chat_id=self.chat_id,
-                system_prompt=load_prompt("default_system_prompt.txt"),
-            )
-
+    def __init__(self, agent: RespondAgent, session: RespondSession) -> None:
+        self.agent = agent
         self.session = session
-        return session
 
     async def process_message(self, message: InputMessage) -> list[OutputMessage]:
-        session = await self._get_or_create_session()
-
-        session.history.append(
-            types.Content(role="user", parts=[types.Part(text=message.text)])
+        await self.session.sync()
+        result, history = await self.agent.generate_response(
+            request=message.text, history=self.session.history
         )
+        await self.session.update_history(history=history)
 
-        response_messages = await self.agent.generate_response(
-            system_prompt=session.system_prompt, history=session.history
-        )
-
-        if response_messages:
-            model_response_content = response_messages[0].text
-            session.history.append(
-                types.Content(
-                    role="model", parts=[types.Part(text=model_response_content)]
-                )
-            )
-
-        await session.update_history(history=session.history)
-
-        return response_messages
+        return result
diff --git a/src/bot/modules/solaris/tools/__init__.py b/src/bot/modules/solaris/tools/__init__.py
index 41a2d6f..e884ddd 100644
--- a/src/bot/modules/solaris/tools/__init__.py
+++ b/src/bot/modules/solaris/tools/__init__.py
@@ -1,3 +1,5 @@
-from .test import test_tool
+from pydantic_ai.toolsets import CombinedToolset
 
-RESPOND_TOOLS = [test_tool]
+from .test import TEST_TOOLSET
+
+RESPOND_TOOLSET = CombinedToolset([TEST_TOOLSET])
diff --git a/src/bot/modules/solaris/tools/test.py b/src/bot/modules/solaris/tools/test.py
index 21a2b61..86566b5 100644
--- a/src/bot/modules/solaris/tools/test.py
+++ b/src/bot/modules/solaris/tools/test.py
@@ -1,3 +1,5 @@
+from pydantic_ai.toolsets import FunctionToolset
+
 from utils.logging import console
 
 
@@ -12,3 +14,6 @@ async def test_tool(content: str):
     """
     console.print(content)
     return "ok"
+
+
+TEST_TOOLSET = FunctionToolset(tools=[test_tool])
diff --git a/src/dependencies/__init__.py b/src/dependencies/__init__.py
index 1b6fdbf..80171aa 100644
--- a/src/dependencies/__init__.py
+++ b/src/dependencies/__init__.py
@@ -1,10 +1,19 @@
 from dishka import make_async_container
 from dishka.integrations.aiogram import AiogramProvider
 
-from .providers import GeminiClientProvider, SolarisProvider
+from .providers import (
+    AIServiceProvider,
+    ConfigProvider,
+    ModelProvider,
+    SessionProvider,
+    SolarisServicesProvider,
+)
 
 container = make_async_container(
     AiogramProvider(),
-    SolarisProvider(),
-    GeminiClientProvider(),
+    SolarisServicesProvider(),
+    SessionProvider(),
+    ModelProvider(),
+    ConfigProvider(),
+    AIServiceProvider(),
 )
diff --git a/src/dependencies/providers/__init__.py b/src/dependencies/providers/__init__.py
index 3cb50e0..d6519e3 100644
--- a/src/dependencies/providers/__init__.py
+++ b/src/dependencies/providers/__init__.py
@@ -1,2 +1,3 @@
-from .gemini import GeminiClientProvider
-from .solaris import SolarisProvider
+from .database import ConfigProvider, SessionProvider
+from .model import AIServiceProvider, ModelProvider
+from .solaris import SolarisServicesProvider
diff --git a/src/dependencies/providers/database.py b/src/dependencies/providers/database.py
new file mode 100644
index 0000000..a9776f4
--- /dev/null
+++ b/src/dependencies/providers/database.py
@@ -0,0 +1,31 @@
+from typing import AsyncIterable
+
+import aiogram.types
+from dishka import Provider, Scope, provide
+from dishka.integrations.aiogram import AiogramMiddlewareData
+
+from utils.db.models import DynamicConfig, RespondSession, ReviewSession
+
+
+class SessionProvider(Provider):
+    @provide(scope=Scope.REQUEST)
+    async def provide_respond_session(
+        self, middleware_data: AiogramMiddlewareData
+    ) -> AsyncIterable[RespondSession]:
+        chat: aiogram.types.Chat = middleware_data["event_chat"]
+        session = await RespondSession.get_or_create_by_chat_id(chat_id=chat.id)
+        yield session
+
+    @provide(scope=Scope.REQUEST)
+    async def provide_review_session(
+        self, middleware_data: AiogramMiddlewareData
+    ) -> AsyncIterable[ReviewSession]:
+        chat: aiogram.types.Chat = middleware_data["event_chat"]
+        session = await ReviewSession.get_or_create_by_chat_id(chat_id=chat.id)
+        yield session
+
+
+class ConfigProvider(Provider):
+    @provide(scope=Scope.REQUEST)
+    async def provide_config(self) -> AsyncIterable[DynamicConfig]:
+        yield await DynamicConfig.get_or_create()
diff --git a/src/dependencies/providers/gemini.py b/src/dependencies/providers/gemini.py
deleted file mode 100644
index 3477154..0000000
--- a/src/dependencies/providers/gemini.py
+++ /dev/null
@@ -1,13 +0,0 @@
-from typing import AsyncIterable
-
-from dishka import Provider, Scope, provide
-from google import genai
-
-from utils.env import env
-
-
-class GeminiClientProvider(Provider):
-    @provide(scope=Scope.APP)
-    async def get_client(self) -> AsyncIterable[genai.client.AsyncClient]:
-        client = genai.Client(api_key=env.google.api_key.get_secret_value()).aio
-        yield client
diff --git a/src/dependencies/providers/model.py b/src/dependencies/providers/model.py
new file mode 100644
index 0000000..6381db7
--- /dev/null
+++ b/src/dependencies/providers/model.py
@@ -0,0 +1,63 @@
+from typing import AsyncIterable
+
+from dishka import Provider, Scope, provide
+from google.genai.types import (
+    HarmBlockThreshold,
+    HarmCategory,
+    SafetySettingDict,
+    ThinkingConfigDict,
+)
+from pydantic_ai.models.google import GoogleModel, GoogleModelSettings
+from pydantic_ai.providers.google import GoogleProvider
+
+from utils.db.models import DynamicConfig, RespondSession
+from utils.env import env
+
+from ..types.model import RespondModel, ReviewModel
+
+GOOGLE_SAFETY_SETTINGS = [
+    SafetySettingDict(category=category, threshold=HarmBlockThreshold.OFF)
+    for category in HarmCategory
+]
+
+
+class AIServiceProvider(Provider):
+    @provide(scope=Scope.REQUEST)
+    async def get_google_provider(
+        self, respond_session: RespondSession
+    ) -> AsyncIterable[GoogleProvider]:
+        yield GoogleProvider(
+            api_key=respond_session.api_key_override or env.google.api_key
+        )
+
+
+class ModelProvider(Provider):
+    @provide(scope=Scope.REQUEST)
+    async def get_respond_model(
+        self, config: DynamicConfig, google_provider: GoogleProvider
+    ) -> AsyncIterable[RespondModel]:
+        if config.models.respond_model.startswith("gem"):
+            model = GoogleModel(
+                model_name=config.models.respond_model,
+                provider=google_provider,
+                settings=GoogleModelSettings(
+                    google_thinking_config=ThinkingConfigDict(thinking_budget=0),
+                    google_safety_settings=GOOGLE_SAFETY_SETTINGS,
+                ),
+            )
+            yield model
+
+    @provide(scope=Scope.REQUEST)
+    async def get_review_model(
+        self, config: DynamicConfig, google_provider: GoogleProvider
+    ) -> AsyncIterable[ReviewModel]:
+        if config.models.message_review_model.startswith("gem"):
+            model = GoogleModel(
+                model_name=config.models.message_review_model,
+                provider=google_provider,
+                settings=GoogleModelSettings(
+                    google_thinking_config=ThinkingConfigDict(thinking_budget=0),
+                    google_safety_settings=GOOGLE_SAFETY_SETTINGS,
+                ),
+            )
+            yield model
diff --git a/src/dependencies/providers/solaris.py b/src/dependencies/providers/solaris.py
index dc8fe22..e247593 100644
--- a/src/dependencies/providers/solaris.py
+++ b/src/dependencies/providers/solaris.py
@@ -1,26 +1,31 @@
 from typing import AsyncIterable
 
-import aiogram.types
 from dishka import Provider, Scope, provide
-from dishka.integrations.aiogram import AiogramMiddlewareData
-from google.genai.client import AsyncClient
 
-from bot.modules.solaris.client import SolarisClient
-from bot.modules.solaris.services.respond import RespondService
+from bot.modules.solaris.agents import RespondAgent, ReviewAgent
+from bot.modules.solaris.prompts import load_prompt
+from bot.modules.solaris.services import RespondService
+from utils.db.models import RespondSession, ReviewSession
+
+from ..types.model import RespondModel, ReviewModel
 
 
-class SolarisProvider(Provider):
-    @provide(scope=Scope.APP)
-    async def get_solaris_client(
-        self, client: AsyncClient
-    ) -> AsyncIterable[SolarisClient]:
-        client = SolarisClient(gemini_client=client)
-        yield client
+class AgentsProvider(Provider):
+    @provide(scope=Scope.REQUEST)
+    async def get_respond_agent(
+        self, model: RespondModel, session: RespondSession
+    ) -> AsyncIterable[RespondAgent]:
+        yield RespondAgent(
+            model=model,
+            system_prompt=session.system_prompt_override
+            or load_prompt("default_system_prompt.txt"),
+        )
 
+
+class SolarisServicesProvider(Provider):
     @provide(scope=Scope.REQUEST)
     async def get_respond_service(
-        self, client: AsyncClient, middleware_data: AiogramMiddlewareData
+        self, agent: RespondAgent, session: RespondSession
     ) -> AsyncIterable[RespondService]:
-        chat: aiogram.types.Chat = middleware_data["event_chat"]
-        service = RespondService(client=client, chat_id=chat.id)
+        service = RespondService(agent=agent, session=session)
         yield service
diff --git a/src/dependencies/types/__init__.py b/src/dependencies/types/__init__.py
index e69de29..2ae2839 100644
--- a/src/dependencies/types/__init__.py
+++ b/src/dependencies/types/__init__.py
@@ -0,0 +1 @@
+pass
diff --git a/src/dependencies/types/model.py b/src/dependencies/types/model.py
new file mode 100644
index 0000000..071abc5
--- /dev/null
+++ b/src/dependencies/types/model.py
@@ -0,0 +1,6 @@
+from typing import NewType
+
+from pydantic_ai.models import Model
+
+RespondModel = NewType("RespondModel", Model)
+ReviewModel = NewType("ReviewModel", Model)
diff --git a/src/utils/db/models/session.py b/src/utils/db/models/session.py
index 60e2a30..e47f85d 100644
--- a/src/utils/db/models/session.py
+++ b/src/utils/db/models/session.py
@@ -1,14 +1,15 @@
 from typing import Annotated, List
 
 from beanie import Document, Indexed
-from google.genai.types import Content
 from pydantic import BaseModel, Field
+from pydantic_ai.messages import ModelMessage
 
 
 class SessionBase(BaseModel):
     chat_id: Annotated[int, Indexed(unique=True)]
-    system_prompt: str
-    history: List[Content] = Field(default_factory=list)
+    system_prompt_override: str = None
+    history: List[ModelMessage] = Field(default_factory=list)
+    api_key_override: str = None
 
 
 class __CommonSessionRepository(SessionBase, Document):
@@ -17,10 +18,17 @@ class __CommonSessionRepository(SessionBase, Document):
         return await cls.find_one(cls.chat_id == chat_id)
 
     @classmethod
-    async def create_empty(cls, chat_id: int, system_prompt: str):
-        return await cls(chat_id=chat_id, system_prompt=system_prompt).insert()
+    async def create_empty(cls, chat_id: int):
+        return await cls(chat_id=chat_id).insert()
 
-    async def update_history(self, history: List[Content]):
+    @classmethod
+    async def get_or_create_by_chat_id(cls, chat_id: int):
+        session = await cls.get_by_chat_id(chat_id)
+        if not session:
+            session = await cls.create_empty(chat_id=chat_id)
+        return session
+
+    async def update_history(self, history: List[ModelMessage]):
         await self.set({self.history: history})
 
 
diff --git a/uv.lock b/uv.lock
index 43558a4..773cc01 100644
--- a/uv.lock
+++ b/uv.lock
@@ -2,6 +2,18 @@ version = 1
 revision = 1
 requires-python = ">=3.13"
 
+[[package]]
+name = "ag-ui-protocol"
+version = "0.1.8"
+source = { registry = "https://pypi.org/simple" }
+dependencies = [
+    { name = "pydantic" },
+]
+sdist = { url = "https://files.pythonhosted.org/packages/27/de/0bddf7f26d5f38274c99401735c82ad59df9cead6de42f4bb2ad837286fe/ag_ui_protocol-0.1.8.tar.gz", hash = "sha256:eb745855e9fc30964c77e953890092f8bd7d4bbe6550d6413845428dd0faac0b", size = 5323 }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/c4/00/40c6b0313c25d1ab6fac2ecba1cd5b15b1cd3c3a71b3d267ad890e405889/ag_ui_protocol-0.1.8-py3-none-any.whl", hash = "sha256:1567ccb067b7b8158035b941a985e7bb185172d660d4542f3f9c6fff77b55c6e", size = 7066 },
+]
+
 [[package]]
 name = "aiofiles"
 version = "24.1.0"
@@ -39,7 +51,7 @@ wheels = [
 
 [[package]]
 name = "aiohttp"
-version = "3.12.14"
+version = "3.12.15"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "aiohappyeyeballs" },
@@ -50,25 +62,25 @@ dependencies = [
     { name = "propcache" },
     { name = "yarl" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/e6/0b/e39ad954107ebf213a2325038a3e7a506be3d98e1435e1f82086eec4cde2/aiohttp-3.12.14.tar.gz", hash = "sha256:6e06e120e34d93100de448fd941522e11dafa78ef1a893c179901b7d66aa29f2", size = 7822921 }
+sdist = { url = "https://files.pythonhosted.org/packages/9b/e7/d92a237d8802ca88483906c388f7c201bbe96cd80a165ffd0ac2f6a8d59f/aiohttp-3.12.15.tar.gz", hash = "sha256:4fc61385e9c98d72fcdf47e6dd81833f47b2f77c114c29cd64a361be57a763a2", size = 7823716 }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/06/48/e0d2fa8ac778008071e7b79b93ab31ef14ab88804d7ba71b5c964a7c844e/aiohttp-3.12.14-cp313-cp313-macosx_10_13_universal2.whl", hash = "sha256:3143a7893d94dc82bc409f7308bc10d60285a3cd831a68faf1aa0836c5c3c767", size = 695471 },
-    { url = "https://files.pythonhosted.org/packages/8d/e7/f73206afa33100804f790b71092888f47df65fd9a4cd0e6800d7c6826441/aiohttp-3.12.14-cp313-cp313-macosx_10_13_x86_64.whl", hash = "sha256:3d62ac3d506cef54b355bd34c2a7c230eb693880001dfcda0bf88b38f5d7af7e", size = 473128 },
-    { url = "https://files.pythonhosted.org/packages/df/e2/4dd00180be551a6e7ee979c20fc7c32727f4889ee3fd5b0586e0d47f30e1/aiohttp-3.12.14-cp313-cp313-macosx_11_0_arm64.whl", hash = "sha256:48e43e075c6a438937c4de48ec30fa8ad8e6dfef122a038847456bfe7b947b63", size = 465426 },
-    { url = "https://files.pythonhosted.org/packages/de/dd/525ed198a0bb674a323e93e4d928443a680860802c44fa7922d39436b48b/aiohttp-3.12.14-cp313-cp313-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:077b4488411a9724cecc436cbc8c133e0d61e694995b8de51aaf351c7578949d", size = 1704252 },
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