diff --git a/.devcontainer/devcontainer.json b/.devcontainer/devcontainer.json
deleted file mode 100644
index dd5a09b..0000000
--- a/.devcontainer/devcontainer.json
+++ /dev/null
@@ -1,33 +0,0 @@
-{
-  "name": "Python 3",
-  // Or use a Dockerfile or Docker Compose file. More info: https://containers.dev/guide/dockerfile
-  "image": "mcr.microsoft.com/devcontainers/python:1-3.11-bullseye",
-  "customizations": {
-    "codespaces": {
-      "openFiles": [
-        "README.md",
-        "chat_analysis.py"
-      ]
-    },
-    "vscode": {
-      "settings": {},
-      "extensions": [
-        "ms-python.python",
-        "ms-python.vscode-pylance"
-      ]
-    }
-  },
-  "updateContentCommand": "[ -f packages.txt ] && sudo apt update && sudo apt upgrade -y && sudo xargs apt install -y <packages.txt; [ -f requirements.txt ] && pip3 install --user -r requirements.txt; pip3 install --user streamlit; echo '✅ Packages installed and Requirements met'",
-  "postAttachCommand": {
-    "server": "streamlit run chat_analysis.py --server.enableCORS false --server.enableXsrfProtection false"
-  },
-  "portsAttributes": {
-    "8501": {
-      "label": "Application",
-      "onAutoForward": "openPreview"
-    }
-  },
-  "forwardPorts": [
-    8501
-  ]
-}
\ No newline at end of file
diff --git a/pandasai_agent/chat_analysis.py b/legacy_agents/pandasai_agent/chat_analysis.py
similarity index 100%
rename from pandasai_agent/chat_analysis.py
rename to legacy_agents/pandasai_agent/chat_analysis.py
diff --git a/pandasai_agent/config.py b/legacy_agents/pandasai_agent/config.py
similarity index 100%
rename from pandasai_agent/config.py
rename to legacy_agents/pandasai_agent/config.py
diff --git a/pandasai_agent/generate_html_report.py b/legacy_agents/pandasai_agent/generate_html_report.py
similarity index 100%
rename from pandasai_agent/generate_html_report.py
rename to legacy_agents/pandasai_agent/generate_html_report.py
diff --git a/pandasai_agent/requirements_pandas.txt b/legacy_agents/pandasai_agent/requirements_pandas.txt
similarity index 100%
rename from pandasai_agent/requirements_pandas.txt
rename to legacy_agents/pandasai_agent/requirements_pandas.txt
diff --git a/smolagents_agent/Chat.py b/legacy_agents/smolagents_agent/Chat.py
similarity index 100%
rename from smolagents_agent/Chat.py
rename to legacy_agents/smolagents_agent/Chat.py
diff --git a/smolagents_agent/chat_nicegui.py b/legacy_agents/smolagents_agent/chat_nicegui.py
similarity index 100%
rename from smolagents_agent/chat_nicegui.py
rename to legacy_agents/smolagents_agent/chat_nicegui.py
diff --git a/smolagents_agent/helper.py b/legacy_agents/smolagents_agent/helper.py
similarity index 100%
rename from smolagents_agent/helper.py
rename to legacy_agents/smolagents_agent/helper.py
diff --git a/smolagents_agent/pages/1_Bookmarks.py b/legacy_agents/smolagents_agent/pages/1_Bookmarks.py
similarity index 100%
rename from smolagents_agent/pages/1_Bookmarks.py
rename to legacy_agents/smolagents_agent/pages/1_Bookmarks.py
diff --git a/smolagents_agent/prompt.py b/legacy_agents/smolagents_agent/prompt.py
similarity index 100%
rename from smolagents_agent/prompt.py
rename to legacy_agents/smolagents_agent/prompt.py
diff --git a/smolagents_agent/requirements.txt b/legacy_agents/smolagents_agent/requirements.txt
similarity index 100%
rename from smolagents_agent/requirements.txt
rename to legacy_agents/smolagents_agent/requirements.txt
diff --git a/smolagents_agent/requirements_nicegui.txt b/legacy_agents/smolagents_agent/requirements_nicegui.txt
similarity index 100%
rename from smolagents_agent/requirements_nicegui.txt
rename to legacy_agents/smolagents_agent/requirements_nicegui.txt
diff --git a/smolagents_agent/smolagents_da.py b/legacy_agents/smolagents_agent/smolagents_da.py
similarity index 100%
rename from smolagents_agent/smolagents_da.py
rename to legacy_agents/smolagents_agent/smolagents_da.py
diff --git a/seq_diagram.md b/seq_diagram.md
deleted file mode 100644
index ac48f86..0000000
--- a/seq_diagram.md
+++ /dev/null
@@ -1,36 +0,0 @@
-```mermaid
-sequenceDiagram
-    participant U as User
-    participant F as Frontend (Streamlit)
-    participant P as Pandas-AI
-    participant L as LLM (OpenAI/BambooLLM/Groq)
-    participant D as supported Libraries (Pandas/Seaborn/Matplotlib/SKlearn/PyCaret)
-    
-    rect rgb(191, 223, 255)
-    note right of U: User Interaction
-        U->>F: Upload dataset / Ask question
-    end
-    
-    rect rgb(100, 223, 255)
-    note right of F: Frontend Processing
-        F->>P: Forward user input to Pandas-AI
-    end
-    
-    rect rgb(100, 223, 255)
-    note right of P: Pandas-AI Processing
-        P->>L: Forward query to LLM
-        L-->>P: LLM response with code/tools required
-    end
-    
-    rect rgb(200, 255, 255)
-    note right of P: Data and Visualization Processing
-        P->>D: Execute code (data manipulation, visualization, machine learning)
-        D-->>P: Return results (visualizations, summaries, etc.)
-    end
-    
-    rect rgb(100, 223, 255)
-    note right of P: Pandas-AI Response
-        P->>F: Forward response with results/visualization
-        F->>U: Display response in chat interface
-    end
-```