MeshAI is an AI-powered chatbot that answers your Mesh SDK questions instantly. It uses contextual retrieval to search through documentation, code examples, and starter templates to provide accurate, up-to-date responses.

Overview

MeshAI combines vector embeddings with large language models to deliver accurate answers without hallucination. When you ask a question, the system:

Converts your query into a vector embedding
Searches Mesh documentation for semantically similar content
Retrieves the most relevant context
Generates a response grounded in actual Mesh documentation

Use Cases

Quick API lookups - Find method signatures, parameters, and return types
Code generation - Get working code snippets for common tasks
Concept explanations - Understand Cardano and Mesh concepts in plain language
Troubleshooting - Describe errors and receive solutions

Quick Start

Navigate to the Mesh documentation site
Click the chat icon in the bottom-right corner
Type your question and press Enter

No API keys or setup required.

Example Response

In this example, MeshAI creates a transaction that transfers ADA back to the sender's own address. The chatbot generates complete, working code with proper imports.

Tips for Better Results

Do	Don't
Ask specific questions: "How do I mint an NFT with a Plutus policy?"	Ask vague questions: "How do I use Mesh?"
Include context: "I'm building a DEX and need to..."	Assume the AI knows your project
Ask for code examples: "Show me how to..."	Ask only for explanations without examples

How Contextual Retrieval Works

Traditional RAG (Retrieval-Augmented Generation) retrieves chunks of documentation based on keyword matching. MeshAI uses contextual retrieval, which:

Embeds chunks with surrounding context for better semantic understanding
Ranks results by relevance to your specific question
Filters out tangentially related content
Synthesizes responses from multiple relevant sources

This approach reduces hallucination and ensures answers are grounded in actual Mesh documentation.

Limitations

Scope - MeshAI only answers questions about Mesh SDK. For general Cardano questions, consult the Cardano Developer Portal.
Real-time data - The chatbot does not access live blockchain data. For queries about specific transactions or addresses, use a blockchain explorer.
Code execution - MeshAI generates code but does not execute it. Always test generated code in your development environment.

MCP Server - Get AI assistance directly in your IDE
Claude Code Skills - Deep API knowledge for Claude Code
llms.txt - AI-friendly documentation for any tool

MeshAI Chatbot