diff --git a/swarms/agents/memory/__init__.py b/swarms/memory/__init__.py
similarity index 100%
rename from swarms/agents/memory/__init__.py
rename to swarms/memory/__init__.py
diff --git a/swarms/agents/memory/base.py b/swarms/memory/base.py
similarity index 100%
rename from swarms/agents/memory/base.py
rename to swarms/memory/base.py
diff --git a/swarms/agents/memory/base_memory.py b/swarms/memory/base_memory.py
similarity index 100%
rename from swarms/agents/memory/base_memory.py
rename to swarms/memory/base_memory.py
diff --git a/swarms/agents/memory/chroma.py b/swarms/memory/chroma.py
similarity index 100%
rename from swarms/agents/memory/chroma.py
rename to swarms/memory/chroma.py
diff --git a/swarms/agents/memory/document.py b/swarms/memory/document.py
similarity index 100%
rename from swarms/agents/memory/document.py
rename to swarms/memory/document.py
diff --git a/swarms/agents/memory/ocean.py b/swarms/memory/ocean.py
similarity index 100%
rename from swarms/agents/memory/ocean.py
rename to swarms/memory/ocean.py
diff --git a/swarms/agents/memory/utils.py b/swarms/memory/utils.py
similarity index 100%
rename from swarms/agents/memory/utils.py
rename to swarms/memory/utils.py
diff --git a/swarms/agents/models/__init__.py b/swarms/models/__init__.py
similarity index 100%
rename from swarms/agents/models/__init__.py
rename to swarms/models/__init__.py
diff --git a/swarms/agents/models/anthropic.py b/swarms/models/anthropic.py
similarity index 100%
rename from swarms/agents/models/anthropic.py
rename to swarms/models/anthropic.py
diff --git a/swarms/agents/models/base.py b/swarms/models/base.py
similarity index 100%
rename from swarms/agents/models/base.py
rename to swarms/models/base.py
diff --git a/swarms/agents/models/huggingface.py b/swarms/models/huggingface.py
similarity index 100%
rename from swarms/agents/models/huggingface.py
rename to swarms/models/huggingface.py
diff --git a/swarms/agents/models/openai.py b/swarms/models/openai.py
similarity index 100%
rename from swarms/agents/models/openai.py
rename to swarms/models/openai.py
diff --git a/swarms/agents/models/palm.py b/swarms/models/palm.py
similarity index 100%
rename from swarms/agents/models/palm.py
rename to swarms/models/palm.py
diff --git a/swarms/agents/models/petals.py b/swarms/models/petals.py
similarity index 100%
rename from swarms/agents/models/petals.py
rename to swarms/models/petals.py
diff --git a/swarms/agents/models/prompts/__init__.py b/swarms/models/prompts/__init__.py
similarity index 100%
rename from swarms/agents/models/prompts/__init__.py
rename to swarms/models/prompts/__init__.py
diff --git a/swarms/agents/models/prompts/agent_output_parser.py b/swarms/models/prompts/agent_output_parser.py
similarity index 100%
rename from swarms/agents/models/prompts/agent_output_parser.py
rename to swarms/models/prompts/agent_output_parser.py
diff --git a/swarms/agents/models/prompts/agent_prompt.py b/swarms/models/prompts/agent_prompt.py
similarity index 100%
rename from swarms/agents/models/prompts/agent_prompt.py
rename to swarms/models/prompts/agent_prompt.py
diff --git a/swarms/agents/models/prompts/agent_prompt_auto.py b/swarms/models/prompts/agent_prompt_auto.py
similarity index 100%
rename from swarms/agents/models/prompts/agent_prompt_auto.py
rename to swarms/models/prompts/agent_prompt_auto.py
diff --git a/swarms/agents/models/prompts/agent_prompt_generator.py b/swarms/models/prompts/agent_prompt_generator.py
similarity index 100%
rename from swarms/agents/models/prompts/agent_prompt_generator.py
rename to swarms/models/prompts/agent_prompt_generator.py
diff --git a/swarms/agents/models/prompts/base.py b/swarms/models/prompts/base.py
similarity index 100%
rename from swarms/agents/models/prompts/base.py
rename to swarms/models/prompts/base.py
diff --git a/swarms/agents/models/prompts/chat_prompt.py b/swarms/models/prompts/chat_prompt.py
similarity index 100%
rename from swarms/agents/models/prompts/chat_prompt.py
rename to swarms/models/prompts/chat_prompt.py
diff --git a/swarms/agents/models/prompts/prebuild/__init__.py b/swarms/models/prompts/prebuild/__init__.py
similarity index 100%
rename from swarms/agents/models/prompts/prebuild/__init__.py
rename to swarms/models/prompts/prebuild/__init__.py
diff --git a/swarms/agents/models/prompts/prebuild/multi_modal_prompts.py b/swarms/models/prompts/prebuild/multi_modal_prompts.py
similarity index 100%
rename from swarms/agents/models/prompts/prebuild/multi_modal_prompts.py
rename to swarms/models/prompts/prebuild/multi_modal_prompts.py
diff --git a/swarms/agents/models/prompts/prebuild/project_manager.py b/swarms/models/prompts/prebuild/project_manager.py
similarity index 100%
rename from swarms/agents/models/prompts/prebuild/project_manager.py
rename to swarms/models/prompts/prebuild/project_manager.py
diff --git a/swarms/agents/models/prompts/prebuild/sales_prompts.py b/swarms/models/prompts/prebuild/sales_prompts.py
similarity index 100%
rename from swarms/agents/models/prompts/prebuild/sales_prompts.py
rename to swarms/models/prompts/prebuild/sales_prompts.py
diff --git a/swarms/agents/models/prompts/prebuild/summaries_prompts.py b/swarms/models/prompts/prebuild/summaries_prompts.py
similarity index 100%
rename from swarms/agents/models/prompts/prebuild/summaries_prompts.py
rename to swarms/models/prompts/prebuild/summaries_prompts.py
diff --git a/swarms/agents/tools/README.md b/swarms/tools/README.md
similarity index 100%
rename from swarms/agents/tools/README.md
rename to swarms/tools/README.md
diff --git a/swarms/agents/tools/__init__.py b/swarms/tools/__init__.py
similarity index 100%
rename from swarms/agents/tools/__init__.py
rename to swarms/tools/__init__.py
diff --git a/swarms/agents/tools/autogpt.py b/swarms/tools/autogpt.py
similarity index 100%
rename from swarms/agents/tools/autogpt.py
rename to swarms/tools/autogpt.py
diff --git a/swarms/agents/tools/base.py b/swarms/tools/base.py
similarity index 100%
rename from swarms/agents/tools/base.py
rename to swarms/tools/base.py
diff --git a/swarms/agents/tools/code_intepretor.py b/swarms/tools/code_intepretor.py
similarity index 100%
rename from swarms/agents/tools/code_intepretor.py
rename to swarms/tools/code_intepretor.py
diff --git a/swarms/agents/tools/developer.py b/swarms/tools/developer.py
similarity index 100%
rename from swarms/agents/tools/developer.py
rename to swarms/tools/developer.py
diff --git a/swarms/agents/tools/exit_conversation.py b/swarms/tools/exit_conversation.py
similarity index 100%
rename from swarms/agents/tools/exit_conversation.py
rename to swarms/tools/exit_conversation.py
diff --git a/swarms/agents/tools/file_mangagement.py b/swarms/tools/file_mangagement.py
similarity index 100%
rename from swarms/agents/tools/file_mangagement.py
rename to swarms/tools/file_mangagement.py
diff --git a/swarms/agents/tools/models.py b/swarms/tools/models.py
similarity index 100%
rename from swarms/agents/tools/models.py
rename to swarms/tools/models.py
diff --git a/swarms/agents/tools/requests.py b/swarms/tools/requests.py
similarity index 100%
rename from swarms/agents/tools/requests.py
rename to swarms/tools/requests.py