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Starting with release 2.0.0 B2, existing Pandas toolkits are disabled and no longer functional. Users must migrate to the Data Analysis internal tool available in chat conversations and agents.

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Overview

This guide provides step-by-step instructions for migrating from the deprecated Pandas toolkit to the new Data Analysis internal tool in ELITEA version 2.0.0 B2. The Pandas toolkit has been replaced by a more streamlined internal tool that provides the same data analysis capabilities without requiring separate toolkit configuration.

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Breaking Changes

Pandas Toolkit Deprecation Affected Users: All users with existing Pandas toolkits configured in agents What Changed:
  • Existing Pandas toolkits are disabled and will not function
Pandas
  • The legacy Pandas toolkit has been replaced by the Data Analysis internal tool
  • Data Analysis is now available as an internal tool in chat conversations and agent configurations
Migration Benefits:
  • Simplified setup - no separate toolkit configuration required
  • Better integration with conversation workflows
  • Enhanced user experience with natural language data analysis
  • Automatic file format detection and processing

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Migration Steps

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Step 1: Enable Data Analysis in Chat Conversations

For ad-hoc data analysis in conversations:
  1. Open a Conversation: Navigate to any chat conversation
  2. Access Internal Tools: Click the Internal Tools icon (value icon) next to the attachment button
  3. Enable Data Analysis: Find Data Analysis in the popup list and toggle it ON
  4. Confirm Enablement: A success notification will appear: “Internal tools configuration updated”
![Enable Data Analysis in Chat](../../img/how-tos/chat-conversations/internal tools/data-analysis/data-analysis-enable-chat.gif)

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Step 2: Enable Data Analysis in Agent Configuration

For agents that previously used Pandas toolkits:
  1. Navigate to Agents: Open the sidebar and select Agents
  2. Select Agent: Choose the agent that previously used a Pandas toolkit
  3. Access Toolkits Section: Scroll to the TOOLKITS section at the bottom
  4. Enable Data Analysis: Find the Data Analysis switch and toggle it ON
  5. Save Configuration: Click Save at the top of the page
![Enable Data Analysis in Agent](../../img/how-tos/chat-conversations/internal tools/data-analysis/data-analysis-enable-agent.gif)

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Step 3: Update Data Analysis Workflows

The Data Analysis internal tool represents a fundamental shift in how data analysis is performed in ELITEA. Instead of requiring separate toolkit creation and configuration, data analysis is now available directly in both chat conversations and agent configurations. Previous Workflow (Pandas Toolkit) Required multiple steps:
  1. Create a separate Pandas toolkit in the Toolkits section
  2. Configure bucket/file paths and settings
  3. Add the toolkit to specific conversations or agent
  4. Use technical Pandas syntax in conversations
Example usage:
New Workflow (Data Analysis Internal Tool) Direct usage without setup:
  1. Enable Data Analysis in chat conversations or agent configurations (Steps 1-2 above)
  2. Upload data files directly to conversations
  3. Use natural language queries for analysis
Example usage in Chat:
Example usage in Agent:
Benefits of the New Approach:
  • Simplified Setup: No toolkit creation or configuration required
  • Universal Access: Available in any conversation or agent with one toggle
  • Natural Interaction: Use plain English instead of technical commands
  • Dynamic Data: Work with any uploaded file without pre-configuration
  • Automatic Processing: File format detection and intelligent analysis

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Step 4: Remove Deprecated Pandas Toolkits

After migrating to Data Analysis:
  1. Navigate to Toolkits: Open the sidebar and select Toolkits
  2. Locate Pandas Toolkits: Find any existing Pandas toolkits
  3. Remove Toolkits: Click the delete/remove option for each Pandas toolkit
  4. Confirm Removal: Acknowledge that the toolkit will be permanently removed
Deprecated Pandas toolkits should be removed from agent configurations to avoid confusion. They will not function after 2.0.0 B2.

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Step 5: Test Data Analysis Functionality

Verify the migration was successful:
  1. Upload Test Data: Upload a small CSV or Excel file to a conversation
  2. Run Analysis: Ask for basic analysis (e.g., “Show summary statistics for myfile.csv”)
  3. Check Results: Verify that analysis completes and displays correctly
  4. Test Charts: Request a chart to ensure file generation works (e.g., “Create a bar chart of sales by region”)

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Feature Comparison

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Support

If you encounter issues during migration:
  1. Check the Data Analysis Troubleshooting section
  2. Verify your ELITEA version is 2.0.0 B2 or later
  3. Contact support if issues persist