Mwalimu Smart Assistant – Enhanced Math Voice Output





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Jambo! I’m Mwalimu Smart

Your friendly AI teacher assistant!

I’ve been specifically developed and trained with comprehensive Curriculum Based Education (CBE) materials.



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Knowledge Base Management


Database Connection
Statistics
Force Connection

MySQL Database Connection

Mwalimu Smart is now connected directly to the MySQL database for all educational content.

The system automatically fetches curriculum-based questions and answers from the database.

Database Status
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Questions Count
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Images Available
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Videos Available
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Setup Instructions:

  1. Click “Test Connection” to verify database connectivity
  2. Use “Check All Tables” to see available tables
  3. If connection is successful but table doesn’t exist, click “Create Table”
  4. After creating table, click “Add Sample Data” to populate with example questions
  5. Refresh stats to see the updated counts

Debug Information:

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Total Questions
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Total Answers
0
Images Available
0
Videos Available

Database Tables Information

No table information available yet. Click “Check All Tables” in the Database section.

Force Database Connection

Use this section to manually connect to a different database or troubleshoot connection issues.







Force Search

Search across all potential question tables in the database.


Search Results:

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Mwalimu Smart Assistant




Online

Initializing audio system…
Click the microphone to speak

Toggle text-to-speech with speaker button

Use the pen button to write your question with a stylus

I can show images when available in the KnowledgeBase

I can show videos when available in the KnowledgeBase

I can provide weather information when asked

Now powered by MySQL Database

Enhanced similarity matching with auto-completion for 70%+ similar questions

Enhanced math voice output: 1/2 = “one over two”, y⁶ = “y to the power of six”

Slow, clear speech for better student comprehension

Reads all math from database: fractions, roots, exponents, mixed numbers

Recording… Click the microphone again to stop

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Write your question below with a stylus or finger