requirements

requirements.txt

@@ -1,21 +1,30 @@
-# Hospital Simulation Dependencies
+torch>=2.1.1,<3.0
-# Core Swarms Framework
+transformers>=4.39.0,<4.51.0
-swarms>=0.1.0
+asyncio>=3.4.3,<4.0
-
+toml
-# ChromaDB for RAG system
+pypdf==5.1.0
-chromadb>=0.4.0
+ratelimit==2.2.1
-
+loguru
-# Additional dependencies for enhanced functionality
+pydantic==2.11.4
-loguru>=0.7.0
+tenacity
-pydantic>=2.0.0
+rich
-tenacity>=8.0.0
+psutil
-
+python-dotenv
-# Optional: For advanced features
+PyYAML
-# pinecone-client>=2.0.0  # Alternative vector database
+docstring_parser==0.16
-# qdrant-client>=1.0.0    # Alternative vector database
+black
-# faiss-cpu>=1.7.0        # Alternative vector database
+ruff
-
+types-toml>=0.10.8.1
-# Development dependencies (optional)
+types-pytz>=2023.3,<2026.0
-# pytest>=7.0.0
+types-chardet>=5.0.4.6
-# black>=23.0.0
+mypy-protobuf>=3.0.0
-# flake8>=6.0.0
+pytest
+networkx
+aiofiles
+httpx
+# vllm>=0.2.0
+aiohttp
+mcp
+numpy
+openai
+schedule

swarms/tools/create_agent_tool.py

@@ -1,10 +1,12 @@
-from typing import Union
-from swarms.structs.agent import Agent
-from swarms.schemas.agent_class_schema import AgentConfiguration
-from functools import lru_cache
 import json
+from functools import lru_cache
+from typing import Union
+
 from pydantic import ValidationError
 
+from swarms.schemas.agent_class_schema import AgentConfiguration
+from swarms.structs.agent import Agent
+
 
 def validate_and_convert_config(
     agent_configuration: Union[AgentConfiguration, dict, str],

swarms/tools/func_calling_utils.py

@@ -1,5 +1,5 @@
 import json
-from typing import List, Union, Dict
+from typing import Dict, List, Union
 
 from pydantic import BaseModel