diff --git a/patchwork/common/client/llm/utils.py b/patchwork/common/client/llm/utils.py
index afb06dff..f40c629e 100644
--- a/patchwork/common/client/llm/utils.py
+++ b/patchwork/common/client/llm/utils.py
@@ -60,12 +60,7 @@ def example_json_to_schema(json_example: str | dict | None) -> ResponseFormat |
     if json_example is None:
         return None
 
-    base_model = None
-    if isinstance(json_example, str):
-        base_model = __example_string_to_base_model(json_example)
-    elif isinstance(json_example, dict):
-        base_model = __example_dict_to_base_model(json_example)
-
+    base_model = example_json_to_base_model(json_example)
     if base_model is None:
         return None
 
@@ -76,25 +71,38 @@ def base_model_to_schema(base_model: Type[BaseModel]) -> ResponseFormat:
     return type_to_response_format_param(base_model)
 
 
-def __example_string_to_base_model(json_example: str) -> Type[BaseModel] | None:
+def example_json_to_base_model(json_example: str | dict | None) -> Type[BaseModel] | None:
+    if json_example is None:
+        return None
+
+    base_model = None
+    if isinstance(json_example, str):
+        base_model = example_string_to_base_model(json_example)
+    elif isinstance(json_example, dict):
+        base_model = example_dict_to_base_model(json_example)
+
+    return base_model
+
+
+def example_string_to_base_model(json_example: str) -> Type[BaseModel] | None:
     try:
         example_data = json.loads(json_example)
     except Exception as e:
         logger.error(f"Failed to parse example json", e)
         return None
 
-    return __example_dict_to_base_model(example_data)
+    return example_dict_to_base_model(example_data)
 
 
-def __example_dict_to_base_model(example_data: dict) -> Type[BaseModel]:
+def example_dict_to_base_model(example_data: dict) -> Type[BaseModel]:
     base_model_field_defs: dict[str, tuple[type | BaseModel, Field]] = dict()
     for example_data_key, example_data_value in example_data.items():
         if isinstance(example_data_value, dict):
-            value_typing = __example_dict_to_base_model(example_data_value)
+            value_typing = example_dict_to_base_model(example_data_value)
         elif isinstance(example_data_value, list):
             nested_value = example_data_value[0]
             if isinstance(nested_value, dict):
-                nested_typing = __example_dict_to_base_model(nested_value)
+                nested_typing = example_dict_to_base_model(nested_value)
             else:
                 nested_typing = type(nested_value)
             value_typing = List[nested_typing]
diff --git a/patchwork/common/multiturn_strategy/agentic_strategy.py b/patchwork/common/multiturn_strategy/agentic_strategy.py
index b86fe1fe..06efb96b 100644
--- a/patchwork/common/multiturn_strategy/agentic_strategy.py
+++ b/patchwork/common/multiturn_strategy/agentic_strategy.py
@@ -8,12 +8,17 @@
 import sys
 from json import JSONDecodeError
 from pathlib import Path
+from typing import Union, Any
 
 import chevron
 from openai.types.chat import ChatCompletionMessageParam
 from openai.types.chat.chat_completion_tool_param import ChatCompletionToolParam
+from pydantic_ai import Agent
+from pydantic_ai.models.anthropic import AnthropicModel
+from pydantic import BaseModel
 
 from patchwork.common.client.llm.protocol import LlmClient
+from patchwork.common.client.llm.utils import example_string_to_base_model, example_json_to_base_model
 from patchwork.common.tools import CodeEditTool, Tool
 from patchwork.common.tools.agentic_tools import EndTool
 
@@ -106,22 +111,46 @@ def __init__(self, llm_client: LlmClient, tool_set: dict[str, Tool], system_prom
             self.history.append(dict(role="system", content=system_prompt))
 
 
+
+
+class AgentConfig(BaseModel):
+    name: str
+    tool_set: dict[str, Tool]
+    system_prompt: str = ''
+
+
 class AgenticStrategy:
     def __init__(
         self,
-        llm_client: LlmClient,
-        tool_set: dict[str, Tool],
+        api_key: str,
         template_data: dict[str, str],
         system_prompt_template: str,
         user_prompt_template: str,
+        agent_configs: list[AgentConfig],
+        example_json: Union[str, dict[str, Any]] = '{"output":"output text"}',
         *args,
         **kwargs,
     ):
-        self.tool_set = dict(end=EndTool(), **tool_set)
         self.__template_data = template_data
         self.__user_prompt_template = user_prompt_template
-        self.__assistant_role = Assistant(llm_client, self.tool_set, self.__render_prompt(system_prompt_template))
-        self.__user_role = UserProxy(llm_client, dict())
+        model = AnthropicModel("claude-3-5-sonnet-latest", api_key=api_key)
+        self.__user_role = Agent(
+            model,
+            system_prompt=self.__render_prompt(system_prompt_template),
+            result_type=example_json_to_base_model(example_json),
+        )
+        self.__assistants = []
+        for assistant_config in agent_configs:
+            tools = []
+            for tool in assistant_config.tool_set.values():
+                tools.append(tool.to_pydantic_ai_function_tool())
+            assistant = Agent(
+                "claude-3-5-sonnet-latest",
+                system_prompt=self.__render_prompt(assistant_config.system_prompt),
+                tools=tools
+            )
+
+            self.__assistants.append(assistant)
 
     def __render_prompt(self, prompt_template: str) -> str:
         chevron.render.__globals__["_html_escape"] = lambda x: x
@@ -133,9 +162,6 @@ def __render_prompt(self, prompt_template: str) -> str:
             partials_dict=dict(),
         )
 
-    def __get_initial_prompt(self) -> list[ChatCompletionMessageParam]:
-        return [dict(role="user", content=self.__render_prompt(self.__user_prompt_template))]
-
     def __is_session_completed(self) -> bool:
         for message in reversed(self.__assistant_role.history):
             if message.get("tool") is not None:
@@ -149,9 +175,10 @@ def execute(self, limit: int | None = None) -> None:
         message = self.__render_prompt(self.__user_prompt_template)
         try:
             for i in range(limit or self.__limit or sys.maxsize):
+                self.__user_role.run_sync(self.__user_prompt_template)
                 self.run_count = i + 1
-                for role in [self.__assistant_role, self.__user_role]:
-                    message = role.generate_reply(message)
+                for role in [*self.__assistants, self.__user_role]:
+                    message = role.run_sync(message)
                 if self.__is_session_completed():
                     break
         except Exception as e:
diff --git a/patchwork/common/tools/code_edit_tools.py b/patchwork/common/tools/code_edit_tools.py
index 48c7701b..7dfc2c55 100644
--- a/patchwork/common/tools/code_edit_tools.py
+++ b/patchwork/common/tools/code_edit_tools.py
@@ -1,10 +1,14 @@
 from __future__ import annotations
 
+import os
 from pathlib import Path
-from typing import Literal
+from typing import Literal, Optional
 
-from patchwork.common.tools.tool import Tool
 from patchwork.common.utils.utils import detect_newline
+from pydantic import BaseModel
+from pydantic_ai import Agent, RunContext
+from pydantic_ai.models.test import TestModel
+from pydantic_ai.tools import Tool, ToolDefinition
 
 
 class CodeEditTool(Tool, tool_name="code_edit_tool"):
diff --git a/patchwork/common/tools/tool.py b/patchwork/common/tools/tool.py
index f9011c14..d68c06b6 100644
--- a/patchwork/common/tools/tool.py
+++ b/patchwork/common/tools/tool.py
@@ -1,5 +1,6 @@
 from abc import ABC, abstractmethod
 from typing import Type
+from pydantic_ai.tools import ToolDefinition, Tool as PydanticTool, RunContext
 
 
 class Tool(ABC):
@@ -42,3 +43,12 @@ def get_description(tooling: "ToolProtocol") -> str:
     @staticmethod
     def get_parameters(tooling: "ToolProtocol") -> str:
         return ", ".join(tooling.json_schema.get("required", []))
+
+    def to_pydantic_ai_function_tool(self) -> PydanticTool[None]:
+        async def _prep(ctx: RunContext[None], tool_def: ToolDefinition) -> ToolDefinition:
+            tool_def.name = self.name
+            tool_def.description = self.json_schema.get("description", "")
+            tool_def.parameters_json_schema = self.json_schema.get("input_schema", {})
+            return tool_def
+
+        return PydanticTool(self.execute, prepare=_prep)
diff --git a/patchwork/patchflows/LogAnalysis/LogAnalysis.py b/patchwork/patchflows/LogAnalysis/LogAnalysis.py
index 6d752d2a..98e6d5a3 100644
--- a/patchwork/patchflows/LogAnalysis/LogAnalysis.py
+++ b/patchwork/patchflows/LogAnalysis/LogAnalysis.py
@@ -1,26 +1,11 @@
-from enum import IntEnum
 from pathlib import Path
 
 import yaml
 
 from patchwork.common.utils.progress_bar import PatchflowProgressBar
 from patchwork.common.utils.step_typing import validate_steps_with_inputs
-from patchwork.logger import logger
 from patchwork.step import Step
-from patchwork.steps import (
-    LLM,
-    PR,
-    CallLLM,
-    CommitChanges,
-    CreatePR,
-    ExtractCode,
-    ExtractModelResponse,
-    ModifyCode,
-    PreparePR,
-    PreparePrompt,
-    ScanSemgrep,
-    ScanSonar, CallSQL, AgenticLLM,
-)
+from patchwork.steps import AgenticLLM, CallSQL
 
 _DEFAULT_INPUT_FILE = Path(__file__).parent / "defaults.yml"
 
diff --git a/patchwork/step.py b/patchwork/step.py
index 62d81fde..1d5d3b35 100644
--- a/patchwork/step.py
+++ b/patchwork/step.py
@@ -73,8 +73,6 @@ def __init__(self, inputs: DataPoint):
         self.run = self.__managed_run
 
     def __init_subclass__(cls, input_class: Optional[Type] = None, output_class: Optional[Type] = None, **kwargs):
-        if cls.__name__ == "PreparePR":
-            print(1)
         input_class = input_class or getattr(cls, "input_class", None)
         if input_class is not None and not is_typeddict(input_class):
             input_class = None
diff --git a/patchwork/steps/AgenticLLM/AgenticLLM.py b/patchwork/steps/AgenticLLM/AgenticLLM.py
index 77bbc5a9..2d739c62 100644
--- a/patchwork/steps/AgenticLLM/AgenticLLM.py
+++ b/patchwork/steps/AgenticLLM/AgenticLLM.py
@@ -1,7 +1,7 @@
 from pathlib import Path
 
 from patchwork.common.client.llm.aio import AioLlmClient
-from patchwork.common.multiturn_strategy.agentic_strategy import AgenticStrategy
+from patchwork.common.multiturn_strategy.agentic_strategy import AgenticStrategy, AgentConfig
 from patchwork.common.tools import Tool
 from patchwork.step import Step
 from patchwork.steps.AgenticLLM.typed import AgenticLLMInputs, AgenticLLMOutputs
@@ -15,13 +15,16 @@ def __init__(self, inputs):
             base_path = str(Path.cwd())
         self.conversation_limit = int(int(inputs.get("max_llm_calls", 2)) / 2)
         self.agentic_strategy = AgenticStrategy(
-            llm_client=AioLlmClient.create_aio_client(inputs),
-            tool_set=Tool.get_tools(path=base_path),
+            api_key=inputs.get("anthropic_api_key"),
             template_data=inputs.get("prompt_value"),
-            system_prompt_template=inputs.get("system_prompt"),
+            system_prompt_template="",
             user_prompt_template=inputs.get("user_prompt"),
+            agent_configs=[
+                AgentConfig(name="", tool_set=Tool.get_tools(path=base_path), system_prompt=inputs.get("system_prompt"))
+            ]
         )
 
+
     def run(self) -> dict:
         self.agentic_strategy.execute(limit=self.conversation_limit)
         return dict(
diff --git a/patchwork/steps/CallShell/CallShell.py b/patchwork/steps/CallShell/CallShell.py
index f5f51d52..98ee55a7 100644
--- a/patchwork/steps/CallShell/CallShell.py
+++ b/patchwork/steps/CallShell/CallShell.py
@@ -8,7 +8,6 @@
 from patchwork.common.utils.utils import mustache_render
 from patchwork.logger import logger
 from patchwork.step import Step, StepStatus
-from patchwork.steps import CallSQL
 from patchwork.steps.CallShell.typed import CallShellInputs, CallShellOutputs
 
 
diff --git a/poetry.lock b/poetry.lock
index afcb0b86..7343b5b7 100644
--- a/poetry.lock
+++ b/poetry.lock
@@ -497,24 +497,24 @@ redis = ["redis (>=2.10.5)"]
 
 [[package]]
 name = "cachetools"
-version = "5.5.0"
+version = "5.5.1"
 description = "Extensible memoizing collections and decorators"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "cachetools-5.5.0-py3-none-any.whl", hash = "sha256:02134e8439cdc2ffb62023ce1debca2944c3f289d66bb17ead3ab3dede74b292"},
-    {file = "cachetools-5.5.0.tar.gz", hash = "sha256:2cc24fb4cbe39633fb7badd9db9ca6295d766d9c2995f245725a46715d050f2a"},
+    {file = "cachetools-5.5.1-py3-none-any.whl", hash = "sha256:b76651fdc3b24ead3c648bbdeeb940c1b04d365b38b4af66788f9ec4a81d42bb"},
+    {file = "cachetools-5.5.1.tar.gz", hash = "sha256:70f238fbba50383ef62e55c6aff6d9673175fe59f7c6782c7a0b9e38f4a9df95"},
 ]
 
 [[package]]
 name = "certifi"
-version = "2024.12.14"
+version = "2025.1.31"
 description = "Python package for providing Mozilla's CA Bundle."
 optional = false
 python-versions = ">=3.6"
 files = [
-    {file = "certifi-2024.12.14-py3-none-any.whl", hash = "sha256:1275f7a45be9464efc1173084eaa30f866fe2e47d389406136d332ed4967ec56"},
-    {file = "certifi-2024.12.14.tar.gz", hash = "sha256:b650d30f370c2b724812bee08008be0c4163b163ddaec3f2546c1caf65f191db"},
+    {file = "certifi-2025.1.31-py3-none-any.whl", hash = "sha256:ca78db4565a652026a4db2bcdf68f2fb589ea80d0be70e03929ed730746b84fe"},
+    {file = "certifi-2025.1.31.tar.gz", hash = "sha256:3d5da6925056f6f18f119200434a4780a94263f10d1c21d032a6f6b2baa20651"},
 ]
 
 [[package]]
@@ -845,6 +845,28 @@ docs = ["Pallets-Sphinx-Themes", "m2r2", "sphinx"]
 tests = ["pytest"]
 tests-cov = ["coverage", "coveralls", "pytest", "pytest-cov"]
 
+[[package]]
+name = "cohere"
+version = "5.13.11"
+description = ""
+optional = false
+python-versions = "<4.0,>=3.9"
+files = [
+    {file = "cohere-5.13.11-py3-none-any.whl", hash = "sha256:9237e15f5abcda6ecf8252b6784d5424024986316ae319cb266c05d79ca3de83"},
+    {file = "cohere-5.13.11.tar.gz", hash = "sha256:85d2c1a28ac83d3479a5c1ca6cdf97bb52794714c7fde054eb936cfeafaf57f6"},
+]
+
+[package.dependencies]
+fastavro = ">=1.9.4,<2.0.0"
+httpx = ">=0.21.2"
+httpx-sse = "0.4.0"
+pydantic = ">=1.9.2"
+pydantic-core = ">=2.18.2,<3.0.0"
+requests = ">=2.0.0,<3.0.0"
+tokenizers = ">=0.15,<1"
+types-requests = ">=2.0.0,<3.0.0"
+typing_extensions = ">=4.0.0"
+
 [[package]]
 name = "colorama"
 version = "0.4.6"
@@ -1014,20 +1036,20 @@ files = [
 
 [[package]]
 name = "deprecated"
-version = "1.2.15"
+version = "1.2.18"
 description = "Python @deprecated decorator to deprecate old python classes, functions or methods."
 optional = false
 python-versions = "!=3.0.*,!=3.1.*,!=3.2.*,!=3.3.*,>=2.7"
 files = [
-    {file = "Deprecated-1.2.15-py2.py3-none-any.whl", hash = "sha256:353bc4a8ac4bfc96800ddab349d89c25dec1079f65fd53acdcc1e0b975b21320"},
-    {file = "deprecated-1.2.15.tar.gz", hash = "sha256:683e561a90de76239796e6b6feac66b99030d2dd3fcf61ef996330f14bbb9b0d"},
+    {file = "Deprecated-1.2.18-py2.py3-none-any.whl", hash = "sha256:bd5011788200372a32418f888e326a09ff80d0214bd961147cfed01b5c018eec"},
+    {file = "deprecated-1.2.18.tar.gz", hash = "sha256:422b6f6d859da6f2ef57857761bfb392480502a64c3028ca9bbe86085d72115d"},
 ]
 
 [package.dependencies]
 wrapt = ">=1.10,<2"
 
 [package.extras]
-dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "jinja2 (>=3.0.3,<3.1.0)", "setuptools", "sphinx (<2)", "tox"]
+dev = ["PyTest", "PyTest-Cov", "bump2version (<1)", "setuptools", "tox"]
 
 [[package]]
 name = "dill"
@@ -1164,6 +1186,20 @@ files = [
     {file = "durationpy-0.9.tar.gz", hash = "sha256:fd3feb0a69a0057d582ef643c355c40d2fa1c942191f914d12203b1a01ac722a"},
 ]
 
+[[package]]
+name = "eval-type-backport"
+version = "0.2.2"
+description = "Like `typing._eval_type`, but lets older Python versions use newer typing features."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "eval_type_backport-0.2.2-py3-none-any.whl", hash = "sha256:cb6ad7c393517f476f96d456d0412ea80f0a8cf96f6892834cd9340149111b0a"},
+    {file = "eval_type_backport-0.2.2.tar.gz", hash = "sha256:f0576b4cf01ebb5bd358d02314d31846af5e07678387486e2c798af0e7d849c1"},
+]
+
+[package.extras]
+tests = ["pytest"]
+
 [[package]]
 name = "exceptiongroup"
 version = "1.2.2"
@@ -1194,23 +1230,69 @@ boltons = ">=20.0.0"
 
 [[package]]
 name = "fastapi"
-version = "0.115.6"
+version = "0.115.8"
 description = "FastAPI framework, high performance, easy to learn, fast to code, ready for production"
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "fastapi-0.115.6-py3-none-any.whl", hash = "sha256:e9240b29e36fa8f4bb7290316988e90c381e5092e0cbe84e7818cc3713bcf305"},
-    {file = "fastapi-0.115.6.tar.gz", hash = "sha256:9ec46f7addc14ea472958a96aae5b5de65f39721a46aaf5705c480d9a8b76654"},
+    {file = "fastapi-0.115.8-py3-none-any.whl", hash = "sha256:753a96dd7e036b34eeef8babdfcfe3f28ff79648f86551eb36bfc1b0bf4a8cbf"},
+    {file = "fastapi-0.115.8.tar.gz", hash = "sha256:0ce9111231720190473e222cdf0f07f7206ad7e53ea02beb1d2dc36e2f0741e9"},
 ]
 
 [package.dependencies]
 pydantic = ">=1.7.4,<1.8 || >1.8,<1.8.1 || >1.8.1,<2.0.0 || >2.0.0,<2.0.1 || >2.0.1,<2.1.0 || >2.1.0,<3.0.0"
-starlette = ">=0.40.0,<0.42.0"
+starlette = ">=0.40.0,<0.46.0"
 typing-extensions = ">=4.8.0"
 
 [package.extras]
-all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=2.11.2)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.7)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
-standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "jinja2 (>=2.11.2)", "python-multipart (>=0.0.7)", "uvicorn[standard] (>=0.12.0)"]
+all = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "itsdangerous (>=1.1.0)", "jinja2 (>=3.1.5)", "orjson (>=3.2.1)", "pydantic-extra-types (>=2.0.0)", "pydantic-settings (>=2.0.0)", "python-multipart (>=0.0.18)", "pyyaml (>=5.3.1)", "ujson (>=4.0.1,!=4.0.2,!=4.1.0,!=4.2.0,!=4.3.0,!=5.0.0,!=5.1.0)", "uvicorn[standard] (>=0.12.0)"]
+standard = ["email-validator (>=2.0.0)", "fastapi-cli[standard] (>=0.0.5)", "httpx (>=0.23.0)", "jinja2 (>=3.1.5)", "python-multipart (>=0.0.18)", "uvicorn[standard] (>=0.12.0)"]
+
+[[package]]
+name = "fastavro"
+version = "1.10.0"
+description = "Fast read/write of AVRO files"
+optional = false
+python-versions = ">=3.9"
+files = [
+    {file = "fastavro-1.10.0-cp310-cp310-macosx_10_9_universal2.whl", hash = "sha256:1a9fe0672d2caf0fe54e3be659b13de3cad25a267f2073d6f4b9f8862acc31eb"},
+    {file = "fastavro-1.10.0-cp310-cp310-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:86dd0410770e0c99363788f0584523709d85e57bb457372ec5c285a482c17fe6"},
+    {file = "fastavro-1.10.0-cp310-cp310-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:190e80dc7d77d03a6a8597a026146b32a0bbe45e3487ab4904dc8c1bebecb26d"},
+    {file = "fastavro-1.10.0-cp310-cp310-musllinux_1_2_aarch64.whl", hash = "sha256:bf570d63be9155c3fdc415f60a49c171548334b70fff0679a184b69c29b6bc61"},
+    {file = "fastavro-1.10.0-cp310-cp310-musllinux_1_2_x86_64.whl", hash = "sha256:e07abb6798e95dccecaec316265e35a018b523d1f3944ad396d0a93cb95e0a08"},
+    {file = "fastavro-1.10.0-cp310-cp310-win_amd64.whl", hash = "sha256:37203097ed11d0b8fd3c004904748777d730cafd26e278167ea602eebdef8eb2"},
+    {file = "fastavro-1.10.0-cp311-cp311-macosx_10_9_universal2.whl", hash = "sha256:d183c075f527ab695a27ae75f210d4a86bce660cda2f85ae84d5606efc15ef50"},
+    {file = "fastavro-1.10.0-cp311-cp311-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:d7a95a2c0639bffd7c079b59e9a796bfc3a9acd78acff7088f7c54ade24e4a77"},
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+]
+
+[package.extras]
+codecs = ["cramjam", "lz4", "zstandard"]
+lz4 = ["lz4"]
+snappy = ["cramjam"]
+zstandard = ["zstandard"]
 
 [[package]]
 name = "fastjsonschema"
@@ -1228,18 +1310,18 @@ devel = ["colorama", "json-spec", "jsonschema", "pylint", "pytest", "pytest-benc
 
 [[package]]
 name = "filelock"
-version = "3.16.1"
+version = "3.17.0"
 description = "A platform independent file lock."
 optional = false
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
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 [package.extras]
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-testing = ["covdefaults (>=2.3)", "coverage (>=7.6.1)", "diff-cover (>=9.2)", "pytest (>=8.3.3)", "pytest-asyncio (>=0.24)", "pytest-cov (>=5)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.26.4)"]
+docs = ["furo (>=2024.8.6)", "sphinx (>=8.1.3)", "sphinx-autodoc-typehints (>=3)"]
+testing = ["covdefaults (>=2.3)", "coverage (>=7.6.10)", "diff-cover (>=9.2.1)", "pytest (>=8.3.4)", "pytest-asyncio (>=0.25.2)", "pytest-cov (>=6)", "pytest-mock (>=3.14)", "pytest-timeout (>=2.3.1)", "virtualenv (>=20.28.1)"]
 typing = ["typing-extensions (>=4.12.2)"]
 
 [[package]]
@@ -1267,13 +1349,13 @@ dotenv = ["python-dotenv"]
 
 [[package]]
 name = "flatbuffers"
-version = "24.12.23"
+version = "25.1.24"
 description = "The FlatBuffers serialization format for Python"
 optional = true
 python-versions = "*"
 files = [
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 ]
 
 [[package]]
@@ -1379,13 +1461,13 @@ files = [
 
 [[package]]
 name = "fsspec"
-version = "2024.12.0"
+version = "2025.2.0"
 description = "File-system specification"
 optional = false
 python-versions = ">=3.8"
 files = [
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 ]
 
 [package.dependencies]
@@ -1415,7 +1497,7 @@ sftp = ["paramiko"]
 smb = ["smbprotocol"]
 ssh = ["paramiko"]
 test = ["aiohttp (!=4.0.0a0,!=4.0.0a1)", "numpy", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "requests"]
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+test-downstream = ["aiobotocore (>=2.5.4,<3.0.0)", "dask[dataframe,test]", "moto[server] (>4,<5)", "pytest-timeout", "xarray"]
 test-full = ["adlfs", "aiohttp (!=4.0.0a0,!=4.0.0a1)", "cloudpickle", "dask", "distributed", "dropbox", "dropboxdrivefs", "fastparquet", "fusepy", "gcsfs", "jinja2", "kerchunk", "libarchive-c", "lz4", "notebook", "numpy", "ocifs", "pandas", "panel", "paramiko", "pyarrow", "pyarrow (>=1)", "pyftpdlib", "pygit2", "pytest", "pytest-asyncio (!=0.22.0)", "pytest-benchmark", "pytest-cov", "pytest-mock", "pytest-recording", "pytest-rerunfailures", "python-snappy", "requests", "smbprotocol", "tqdm", "urllib3", "zarr", "zstandard"]
 tqdm = ["tqdm"]
 
@@ -1503,13 +1585,13 @@ protobuf = ">=3.20.2,<4.21.0 || >4.21.0,<4.21.1 || >4.21.1,<4.21.2 || >4.21.2,<4
 
 [[package]]
 name = "google-api-core"
-version = "2.24.0"
+version = "2.24.1"
 description = "Google API client core library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1538,13 +1620,13 @@ grpcio-gcp = ["grpcio-gcp (>=0.2.2,<1.0.dev0)"]
 
 [[package]]
 name = "google-api-python-client"
-version = "2.159.0"
+version = "2.160.0"
 description = "Google API Client Library for Python"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1556,13 +1638,13 @@ uritemplate = ">=3.0.1,<5"
 
 [[package]]
 name = "google-auth"
-version = "2.37.0"
+version = "2.38.0"
 description = "Google Authentication Library"
 optional = false
 python-versions = ">=3.7"
 files = [
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 ]
 
 [package.dependencies]
@@ -1719,72 +1801,105 @@ files = [
 docs = ["Sphinx", "furo"]
 test = ["objgraph", "psutil"]
 
+[[package]]
+name = "griffe"
+version = "1.5.6"
+description = "Signatures for entire Python programs. Extract the structure, the frame, the skeleton of your project, to generate API documentation or find breaking changes in your API."
+optional = false
+python-versions = ">=3.9"
+files = [
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+]
+
+[package.dependencies]
+colorama = ">=0.4"
+
+[[package]]
+name = "groq"
+version = "0.17.0"
+description = "The official Python library for the groq API"
+optional = false
+python-versions = ">=3.8"
+files = [
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+
+[package.dependencies]
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+distro = ">=1.7.0,<2"
+httpx = ">=0.23.0,<1"
+pydantic = ">=1.9.0,<3"
+sniffio = "*"
+typing-extensions = ">=4.10,<5"
+
 [[package]]
 name = "grpcio"
-version = "1.69.0"
+version = "1.70.0"
 description = "HTTP/2-based RPC framework"
 optional = false
 python-versions = ">=3.8"
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+    {file = "hpack-4.1.0-py3-none-any.whl", hash = "sha256:157ac792668d995c657d93111f46b4535ed114f0c9c8d672271bbec7eae1b496"},
+    {file = "hpack-4.1.0.tar.gz", hash = "sha256:ec5eca154f7056aa06f196a557655c5b009b382873ac8d1e66e79e87535f1dca"},
 ]
 
 [[package]]
@@ -1954,15 +2069,26 @@ http2 = ["h2 (>=3,<5)"]
 socks = ["socksio (==1.*)"]
 zstd = ["zstandard (>=0.18.0)"]
 
+[[package]]
+name = "httpx-sse"
+version = "0.4.0"
+description = "Consume Server-Sent Event (SSE) messages with HTTPX."
+optional = false
+python-versions = ">=3.8"
+files = [
+    {file = "httpx-sse-0.4.0.tar.gz", hash = "sha256:1e81a3a3070ce322add1d3529ed42eb5f70817f45ed6ec915ab753f961139721"},
+    {file = "httpx_sse-0.4.0-py3-none-any.whl", hash = "sha256:f329af6eae57eaa2bdfd962b42524764af68075ea87370a2de920af5341e318f"},
+]
+
 [[package]]
 name = "huggingface-hub"
-version = "0.27.1"
+version = "0.28.1"
 description = "Client library to download and publish models, datasets and other repos on the huggingface.co hub"
 optional = false
 python-versions = ">=3.8.0"
 files = [
-    {file = "huggingface_hub-0.27.1-py3-none-any.whl", hash = "sha256:1c5155ca7d60b60c2e2fc38cbb3ffb7f7c3adf48f824015b219af9061771daec"},
-    {file = "huggingface_hub-0.27.1.tar.gz", hash = "sha256:c004463ca870283909d715d20f066ebd6968c2207dae9393fdffb3c1d4d8f98b"},
+    {file = "huggingface_hub-0.28.1-py3-none-any.whl", hash = "sha256:aa6b9a3ffdae939b72c464dbb0d7f99f56e649b55c3d52406f49e0a5a620c0a7"},
+    {file = "huggingface_hub-0.28.1.tar.gz", hash = "sha256:893471090c98e3b6efbdfdacafe4052b20b84d59866fb6f54c33d9af18c303ae"},
 ]
 
 [package.dependencies]
@@ -1975,13 +2101,13 @@ tqdm = ">=4.42.1"
 typing-extensions = ">=3.7.4.3"
 
 [package.extras]
-all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.5.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+all = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 cli = ["InquirerPy (==0.3.4)"]
-dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.5.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
+dev = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "libcst (==1.4.0)", "mypy (==1.5.1)", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "ruff (>=0.9.0)", "soundfile", "types-PyYAML", "types-requests", "types-simplejson", "types-toml", "types-tqdm", "types-urllib3", "typing-extensions (>=4.8.0)", "urllib3 (<2.0)"]
 fastai = ["fastai (>=2.4)", "fastcore (>=1.3.27)", "toml"]
 hf-transfer = ["hf-transfer (>=0.1.4)"]
 inference = ["aiohttp"]
-quality = ["libcst (==1.4.0)", "mypy (==1.5.1)", "ruff (>=0.5.0)"]
+quality = ["libcst (==1.4.0)", "mypy (==1.5.1)", "ruff (>=0.9.0)"]
 tensorflow = ["graphviz", "pydot", "tensorflow"]
 tensorflow-testing = ["keras (<3.0)", "tensorflow"]
 testing = ["InquirerPy (==0.3.4)", "Jinja2", "Pillow", "aiohttp", "fastapi", "gradio (>=4.0.0)", "jedi", "numpy", "pytest (>=8.1.1,<8.2.2)", "pytest-asyncio", "pytest-cov", "pytest-env", "pytest-mock", "pytest-rerunfailures", "pytest-vcr", "pytest-xdist", "soundfile", "urllib3 (<2.0)"]
@@ -2031,13 +2157,13 @@ uvloop = ["uvloop (>=0.18)"]
 
 [[package]]
 name = "hyperframe"
-version = "6.0.1"
-description = "HTTP/2 framing layer for Python"
+version = "6.1.0"
+description = "Pure-Python HTTP/2 framing"
 optional = true
-python-versions = ">=3.6.1"
+python-versions = ">=3.9"
 files = [
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+    {file = "hyperframe-6.1.0.tar.gz", hash = "sha256:f630908a00854a7adeabd6382b43923a4c4cd4b821fcb527e6ab9e15382a3b08"},
 ]
 
 [[package]]
@@ -2310,6 +2436,17 @@ files = [
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 ]
 
+[[package]]
+name = "jsonpath-python"
+version = "1.0.6"
+description = "A more powerful JSONPath implementation in modern python"
+optional = false
+python-versions = ">=3.6"
+files = [
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+]
+
 [[package]]
 name = "jsonschema"
 version = "4.23.0"
@@ -2370,13 +2507,13 @@ testing = ["pytest (>=6)", "pytest-checkdocs (>=2.4)", "pytest-cov", "pytest-ena
 
 [[package]]
 name = "kubernetes"
-version = "31.0.0"
+version = "32.0.0"
 description = "Kubernetes python client"
 optional = true
 python-versions = ">=3.6"
 files = [
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-    {file = "kubernetes-31.0.0.tar.gz", hash = "sha256:28945de906c8c259c1ebe62703b56a03b714049372196f854105afe4e6d014c0"},
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+    {file = "kubernetes-32.0.0.tar.gz", hash = "sha256:319fa840345a482001ac5d6062222daeb66ec4d1bcb3087402aed685adf0aecb"},
 ]
 
 [package.dependencies]
@@ -2443,6 +2580,17 @@ typing-inspect = ">=0.4.0"
 [package.extras]
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+[[package]]
+name = "logfire-api"
+version = "3.5.0"
+description = "Shim for the Logfire SDK which does nothing unless Logfire is installed"
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
 [[package]]
 name = "markdown-it-py"
 version = "3.0.0"
@@ -2548,118 +2696,125 @@ files = [
     {file = "mdurl-0.1.2.tar.gz", hash = "sha256:bb413d29f5eea38f31dd4754dd7377d4465116fb207585f97bf925588687c1ba"},
 ]
 
+[[package]]
+name = "mistralai"
+version = "1.5.0"
+description = "Python Client SDK for the Mistral AI API."
+optional = false
+python-versions = ">=3.8"
+files = [
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+]
+
+[package.dependencies]
+eval-type-backport = ">=0.2.0"
+httpx = ">=0.27.0"
+jsonpath-python = ">=1.0.6"
+pydantic = ">=2.9.0"
+python-dateutil = ">=2.8.2"
+typing-inspect = ">=0.9.0"
+
+[package.extras]
+gcp = ["google-auth (>=2.27.0)", "requests (>=2.32.3)"]
+
 [[package]]
 name = "mmh3"
-version = "5.0.1"
+version = "5.1.0"
 description = "Python extension for MurmurHash (MurmurHash3), a set of fast and robust hash functions."
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
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 [[package]]
 name = "monotonic"
@@ -3327,13 +3482,13 @@ sympy = "*"
 
 [[package]]
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 [package.dependencies]
@@ -4083,13 +4238,13 @@ poetry-core = ">=1.7.0,<3.0.0"
 
 [[package]]
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 [package.dependencies]
@@ -4103,7 +4258,7 @@ six = ">=1.5"
 dev = ["black", "flake8", "flake8-print", "isort", "pre-commit"]
 langchain = ["langchain (>=0.2.0)"]
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 [[package]]
 name = "priority"
@@ -4223,13 +4378,13 @@ files = [
 
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 [package.dependencies]
@@ -4240,22 +4395,22 @@ testing = ["google-api-core (>=1.31.5)"]
 
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 ]
 
 [[package]]
@@ -4271,50 +4426,50 @@ files = [
 
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 python-versions = "*"
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 [package.dependencies]
 typing-extensions = ">=4.6.0,<4.7.0 || >4.7.0"
 
+[[package]]
+name = "pydantic-graph"
+version = "0.0.21"
+description = "Graph and state machine library"
+optional = false
+python-versions = ">=3.9"
+files = [
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+
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@@ -4765,32 +4999,33 @@ cli = ["click (>=5.0)"]
 
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 yaml = ["PyYaml (>=6.0.1)"]
 
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+    {file = "rapidfuzz-3.12.1-pp39-pypy39_pp73-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:f1187aeae9c89e838d2a0a2b954b4052e4897e5f62e5794ef42527bf039d469e"},
+    {file = "rapidfuzz-3.12.1-pp39-pypy39_pp73-manylinux_2_17_i686.manylinux2014_i686.whl", hash = "sha256:bd47dfb1bca9673a48b923b3d988b7668ee8efd0562027f58b0f2b7abf27144c"},
+    {file = "rapidfuzz-3.12.1-pp39-pypy39_pp73-manylinux_2_17_x86_64.manylinux2014_x86_64.whl", hash = "sha256:187cdb402e223264eebed2fe671e367e636a499a7a9c82090b8d4b75aa416c2a"},
+    {file = "rapidfuzz-3.12.1-pp39-pypy39_pp73-win_amd64.whl", hash = "sha256:d6899b41bf6c30282179f77096c1939f1454836440a8ab05b48ebf7026a3b590"},
+    {file = "rapidfuzz-3.12.1.tar.gz", hash = "sha256:6a98bbca18b4a37adddf2d8201856441c26e9c981d8895491b5bc857b5f780eb"},
 ]
 
 [package.extras]
@@ -4995,13 +5230,13 @@ all = ["numpy"]
 
 [[package]]
 name = "referencing"
-version = "0.36.1"
+version = "0.36.2"
 description = "JSON Referencing + Python"
 optional = true
 python-versions = ">=3.9"
 files = [
-    {file = "referencing-0.36.1-py3-none-any.whl", hash = "sha256:363d9c65f080d0d70bc41c721dce3c7f3e77fc09f269cd5c8813da18069a6794"},
-    {file = "referencing-0.36.1.tar.gz", hash = "sha256:ca2e6492769e3602957e9b831b94211599d2aade9477f5d44110d2530cf9aade"},
+    {file = "referencing-0.36.2-py3-none-any.whl", hash = "sha256:e8699adbbf8b5c7de96d8ffa0eb5c158b3beafce084968e2ea8bb08c6794dcd0"},
+    {file = "referencing-0.36.2.tar.gz", hash = "sha256:df2e89862cd09deabbdba16944cc3f10feb6b3e6f18e902f7cc25609a34775aa"},
 ]
 
 [package.dependencies]
@@ -5114,13 +5349,13 @@ files = [
 
 [[package]]
 name = "requests"
-version = "2.31.0"
+version = "2.32.3"
 description = "Python HTTP for Humans."
 optional = false
-python-versions = ">=3.7"
+python-versions = ">=3.8"
 files = [
-    {file = "requests-2.31.0-py3-none-any.whl", hash = "sha256:58cd2187c01e70e6e26505bca751777aa9f2ee0b7f4300988b709f44e013003f"},
-    {file = "requests-2.31.0.tar.gz", hash = "sha256:942c5a758f98d790eaed1a29cb6eefc7ffb0d1cf7af05c3d2791656dbd6ad1e1"},
+    {file = "requests-2.32.3-py3-none-any.whl", hash = "sha256:70761cfe03c773ceb22aa2f671b4757976145175cdfca038c02654d061d6dcc6"},
+    {file = "requests-2.32.3.tar.gz", hash = "sha256:55365417734eb18255590a9ff9eb97e9e1da868d4ccd6402399eaf68af20a760"},
 ]
 
 [package.dependencies]
@@ -5602,16 +5837,16 @@ jeepney = ">=0.6"
 
 [[package]]
 name = "semgrep"
-version = "1.86.0"
+version = "1.85.0"
 description = "Lightweight static analysis for many languages. Find bug variants with patterns that look like source code."
 optional = true
 python-versions = ">=3.8"
 files = [
-    {file = "semgrep-1.86.0-cp38.cp39.cp310.cp311.py37.py38.py39.py310.py311-none-any.whl", hash = "sha256:4682c9fb18d6fc001751ccd848a63d7e2337a2ba3add50a9840be427a377dac2"},
-    {file = "semgrep-1.86.0-cp38.cp39.cp310.cp311.py37.py38.py39.py310.py311-none-macosx_10_14_x86_64.whl", hash = "sha256:29c7f3416ba34a74c185678e91d5ea2d5c42c6abea261f39414e6310cff62951"},
-    {file = "semgrep-1.86.0-cp38.cp39.cp310.cp311.py37.py38.py39.py310.py311-none-macosx_11_0_arm64.whl", hash = "sha256:bedf7c55338fadb39b7a24ae5aa595be155c84b654ba14d1c0a2f65356ff15f3"},
-    {file = "semgrep-1.86.0-cp38.cp39.cp310.cp311.py37.py38.py39.py310.py311-none-musllinux_1_0_aarch64.manylinux2014_aarch64.whl", hash = "sha256:2b44657d5c93233d2fd6059e68f0510e37a5331fd53f6921305cf32c147e3e5a"},
-    {file = "semgrep-1.86.0.tar.gz", hash = "sha256:4f0fec59cfbf40f1c1cb9fa71539725cebaad4a9097bd68bc6ae8835edcd3201"},
+    {file = "semgrep-1.85.0-cp38.cp39.cp310.cp311.py37.py38.py39.py310.py311-none-any.whl", hash = "sha256:91fab3a0aa7f987a6605e01617179a363338350cca51174905d6ad0080a8d08e"},
+    {file = "semgrep-1.85.0-cp38.cp39.cp310.cp311.py37.py38.py39.py310.py311-none-macosx_10_14_x86_64.whl", hash = "sha256:a63055b392da70c46947780f43fecf54064fb60d8de11a16902e0cc149350a3e"},
+    {file = "semgrep-1.85.0-cp38.cp39.cp310.cp311.py37.py38.py39.py310.py311-none-macosx_11_0_arm64.whl", hash = "sha256:157b7724c35a8bda972921abfaaf252bdb754bbda004b2a82aaa38ac8099e176"},
+    {file = "semgrep-1.85.0-cp38.cp39.cp310.cp311.py37.py38.py39.py310.py311-none-musllinux_1_0_aarch64.manylinux2014_aarch64.whl", hash = "sha256:0a6b5d509576bbe0d68245d9ee2973ccecb485ca5907e85a7a8793552bf622cb"},
+    {file = "semgrep-1.85.0.tar.gz", hash = "sha256:1a321cca4c5da84eb466ca1a4ceda10223e806225e371c4fef710cfe4b4b1df7"},
 ]
 
 [package.dependencies]
@@ -5630,7 +5865,6 @@ opentelemetry-instrumentation-requests = ">=0.46b0,<1.0"
 opentelemetry-sdk = ">=1.25.0,<1.26.0"
 packaging = ">=21.0"
 peewee = ">=3.14,<4.0"
-pydantic = ">=2.8.2,<2.9.0"
 requests = ">=2.22,<3.0"
 rich = ">=12.6.0"
 "ruamel.yaml" = ">=0.16.0,<0.18"
@@ -5641,13 +5875,13 @@ wcmatch = ">=8.3,<9.0"
 
 [[package]]
 name = "semver"
-version = "3.0.2"
+version = "3.0.4"
 description = "Python helper for Semantic Versioning (https://semver.org)"
 optional = false
 python-versions = ">=3.7"
 files = [
-    {file = "semver-3.0.2-py3-none-any.whl", hash = "sha256:b1ea4686fe70b981f85359eda33199d60c53964284e0cfb4977d243e37cf4bf4"},
-    {file = "semver-3.0.2.tar.gz", hash = "sha256:6253adb39c70f6e51afed2fa7152bcd414c411286088fb4b9effb133885ab4cc"},
+    {file = "semver-3.0.4-py3-none-any.whl", hash = "sha256:9c824d87ba7f7ab4a1890799cec8596f15c1241cb473404ea1cb0c55e4b04746"},
+    {file = "semver-3.0.4.tar.gz", hash = "sha256:afc7d8c584a5ed0a11033af086e8af226a9c0b206f313e0301f8dd7b6b589602"},
 ]
 
 [[package]]
@@ -5849,21 +6083,21 @@ sqlcipher = ["sqlcipher3_binary"]
 
 [[package]]
 name = "starlette"
-version = "0.41.3"
+version = "0.45.3"
 description = "The little ASGI library that shines."
 optional = true
-python-versions = ">=3.8"
+python-versions = ">=3.9"
 files = [
-    {file = "starlette-0.41.3-py3-none-any.whl", hash = "sha256:44cedb2b7c77a9de33a8b74b2b90e9f50d11fcf25d8270ea525ad71a25374ff7"},
-    {file = "starlette-0.41.3.tar.gz", hash = "sha256:0e4ab3d16522a255be6b28260b938eae2482f98ce5cc934cb08dce8dc3ba5835"},
+    {file = "starlette-0.45.3-py3-none-any.whl", hash = "sha256:dfb6d332576f136ec740296c7e8bb8c8a7125044e7c6da30744718880cdd059d"},
+    {file = "starlette-0.45.3.tar.gz", hash = "sha256:2cbcba2a75806f8a41c722141486f37c28e30a0921c5f6fe4346cb0dcee1302f"},
 ]
 
 [package.dependencies]
-anyio = ">=3.4.0,<5"
+anyio = ">=3.6.2,<5"
 typing-extensions = {version = ">=3.10.0", markers = "python_version < \"3.10\""}
 
 [package.extras]
-full = ["httpx (>=0.22.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.7)", "pyyaml"]
+full = ["httpx (>=0.27.0,<0.29.0)", "itsdangerous", "jinja2", "python-multipart (>=0.0.18)", "pyyaml"]
 
 [[package]]
 name = "sympy"
@@ -5988,7 +6222,7 @@ blobfile = ["blobfile (>=2)"]
 name = "tokenizers"
 version = "0.21.0"
 description = ""
-optional = true
+optional = false
 python-versions = ">=3.7"
 files = [
     {file = "tokenizers-0.21.0-cp39-abi3-macosx_10_12_x86_64.whl", hash = "sha256:3c4c93eae637e7d2aaae3d376f06085164e1660f89304c0ab2b1d08a406636b2"},
@@ -6124,13 +6358,13 @@ telegram = ["requests"]
 
 [[package]]
 name = "transformers"
-version = "4.48.1"
+version = "4.48.2"
 description = "State-of-the-art Machine Learning for JAX, PyTorch and TensorFlow"
 optional = true
 python-versions = ">=3.9.0"
 files = [
-    {file = "transformers-4.48.1-py3-none-any.whl", hash = "sha256:24be0564b0a36d9e433d9a65de248f1545b6f6edce1737669605eb6a8141bbbb"},
-    {file = "transformers-4.48.1.tar.gz", hash = "sha256:7c1931facc3ee8adcbf86fc7a87461d54c1e40eca3bb57fef1ee9f3ecd32187e"},
+    {file = "transformers-4.48.2-py3-none-any.whl", hash = "sha256:493bc5b0268b116eff305edf6656367fc89cf570e7a9d5891369e04751db698a"},
+    {file = "transformers-4.48.2.tar.gz", hash = "sha256:dcfb73473e61f22fb3366fe2471ed2e42779ecdd49527a1bdf1937574855d516"},
 ]
 
 [package.dependencies]
@@ -6399,13 +6633,13 @@ typing-extensions = ">=3.7.4"
 
 [[package]]
 name = "tzdata"
-version = "2024.2"
+version = "2025.1"
 description = "Provider of IANA time zone data"
 optional = false
 python-versions = ">=2"
 files = [
-    {file = "tzdata-2024.2-py2.py3-none-any.whl", hash = "sha256:a48093786cdcde33cad18c2555e8532f34422074448fbc874186f0abd79565cd"},
-    {file = "tzdata-2024.2.tar.gz", hash = "sha256:7d85cc416e9382e69095b7bdf4afd9e3880418a2413feec7069d533d6b4e31cc"},
+    {file = "tzdata-2025.1-py2.py3-none-any.whl", hash = "sha256:7e127113816800496f027041c570f50bcd464a020098a3b6b199517772303639"},
+    {file = "tzdata-2025.1.tar.gz", hash = "sha256:24894909e88cdb28bd1636c6887801df64cb485bd593f2fd83ef29075a81d694"},
 ]
 
 [[package]]
@@ -7195,4 +7429,4 @@ security = ["owasp-depscan", "semgrep"]
 [metadata]
 lock-version = "2.0"
 python-versions = "^3.9"
-content-hash = "5916c662b332b6965befab7f6b97ce7f8f31c09e90333e18b0591be7f9f7add3"
+content-hash = "92d2b9c4827303fb99d04118daad2415288ae9bb692d1a084a3e942e30677517"
diff --git a/pyproject.toml b/pyproject.toml
index c46b86bf..718c7e66 100644
--- a/pyproject.toml
+++ b/pyproject.toml
@@ -32,14 +32,15 @@ python-gitlab = "^4.4.0"
 pygithub = "~2.1.1"
 azure-devops = "~7.1.0b4"
 gitpython = "~3.1.40"
-pydantic = "~2.8.2"
+pydantic = "~2.10.6"
+pydantic-ai = "0.0.21"
 libcst = "~1.1.0"
 sqlalchemy = "~2.0.36"
 patched-code2prompt = "~0.9.0.dev1"
 pyyaml = "^6.0.1"
 packageurl-python = "~0.15.0"
 semver = "~3.0.2"
-requests = "~2.31.0"
+requests = "~2.32.3"
 chardet = "~5.2.0"
 attrs = "~23.2.0"
 google-generativeai = "~0.8.1"