Ask AI Developer
The Ask AI Developer feature provides a specialized AI assistant for programming and development questions. Unlike the standard Ask feature, this uses a model optimized for code understanding and generation.

When to Use
Use Ask AI Developer for:
- Writing code snippets or functions
- Debugging and troubleshooting code
- Understanding programming concepts
- Getting help with APIs and frameworks
- Code reviews and optimization suggestions
- Learning new programming languages
How It Differs from Ask
| Aspect | Ask | Ask AI Developer | |--------|-----|------------------| | Purpose | Query your documents | Programming assistance | | Data source | Your uploaded documents | General coding knowledge | | AI model | llama3.2 | codellama | | Document filtering | Available | Not applicable |
Using the Feature
Accessing Ask AI Developer
- Click the Ask AI Developer tab in the navigation header
- The interface layout is similar to the standard Ask feature, but optimized for code-related queries
Submitting Questions
- Type your development question in the search input
- Press Enter or click submit
- The AI processes your request using the code-specialized model
Working with Code
The AI can:
- Generate code in multiple programming languages
- Explain existing code snippets
- Suggest improvements and best practices
- Help with error messages and debugging
Code in responses is displayed with:
- Syntax highlighting for readability
- Proper indentation and formatting
- Language-specific coloring
Example Queries
Code Generation
"Write a Python function that validates an email address using regex"
Debugging Help
"Why am I getting a NullPointerException when calling this method?"
Concept Explanation
"Explain the difference between async/await and Promises in JavaScript"
Code Review
"Review this SQL query for potential performance issues"
Learning
"Show me how to implement a binary search tree in Java"
Tips for Better Results
- Specify the language — Mention which programming language you're working with
- Provide context — Include relevant code snippets or error messages
- Be clear about goals — State what you want to achieve
- Ask for explanations — Request comments or explanations with code
Session History
Your development conversations are stored separately from Ask sessions:
- Access previous coding discussions from the sidebar
- Continue where you left off on complex problems
- Reference past solutions and explanations
Technology: Ask AI Developer uses the codellama model, specifically trained on code and programming tasks. Requests are sent to the /ask/dev endpoint. Unlike the document-based Ask feature, this operates without RAG context, relying on the model's trained knowledge of programming languages, frameworks, and development practices.