Neo supports AI-powered dataflow generation and editing using Aira Coder. This allows you to build workflows simply by describing your use case in natural language. Whether you're creating a new dataflow or updating an existing one, the Aira Coder interprets your intent and generates the necessary dataflow automatically.

You can use Aira Coder to perform the following actions:

• Create dataflows: Generate a new dataflow by describing what it must accomplish.

• Modify dataflows: Update an existing dataflow by changing the logic, adding or removing blocks, or reconfiguring block properties.

• Describe dataflows: Get a clear explanation of how a dataflow works and understand its logical flow.

• Copy and paste dataflows: Copy-paste a dataflow from one organization to another or across clusters using natural-language prompts.

• Get documentation assistance: Access help and explanations for Neo concepts, features, and workflows.

The feature is available by default along with Neo.

How it works: Aira Coder processing flow

1. Prompt Enrichment (RAG):
   The system enhances your natural language prompt with additional context and examples using Retrieval-Augmented Generation (RAG).

2. AI-Generated Draft:
   The LLM (Large Language Model) translates your prompt into a draft dataflow with all necessary blocks.

3. Validation Layer:
   A system-level validator checks for:

   • Missing or misconfigured blocks
   • Empty or incomplete nodes
   • Syntax issues in script blocks

4. Auto-Explanation + Preview:
   Once validated, the draft dataflow appears in the UI along with a clear, step-by-step explanation of what each block does.

5. Interactive Refinement:
   You can:

   • Accept and render the dataflow
   • Request changes via a new prompt
   • Discard and regenerate

Accessing Aira Coder

You can access Aira Coder from the Neo UI. To open Aira Coder, follow these steps:

1. Log in to the Neo Extensions UI and create or open a dataflow.
   The version listing page opens.

2. From the version listing, click on any version.

3. Launch the AIRA Coder by clicking the chat icon in the bottom-right corner.