Veah Documentation

Welcome to the official documentation for Veah, Solana’s leading open-source large language model. Veah is designed to bring intelligent reasoning, real-time data processing, and seamless blockchain integration to developers and users across the Solana ecosystem.

Overview

Veah is a Solana-native large language model (LLM) built for performance, transparency, and composability. Unlike traditional LLMs, Veah connects directly with Solana’s on-chain data, providing an intelligent layer for decentralized applications, analytics, and AI-assisted development.

Veah is open-source, community-driven, and optimized for low-latency inference on Solana’s high-performance network.

Key Features:

  • ⚡ Solana-native integration — query and reason with on-chain data in real time

  • 🧠 Advanced reasoning — built on modern transformer architectures and fine-tuned for Web3 contexts

  • 🔍 Open metrics — monitor live model performance and inference statistics

  • 🧩 Public API — plug Veah into your projects using REST or SDK

  • 🔓 Fully open-source — contribute, extend, and deploy your own versions of Veah

  • 🧱 Composable — works seamlessly with Solana smart contracts, dApps, and developer tools

Getting Started

Installation

You can interact with Veah using our public API or SDK.

1. Clone the repo:

git clone https://github.com/veah-ai/veah.git
cd veah

2. Install dependencies:

npm install   # or yarn install

3. Set up environment variables: Create a .env file with the following:

VEAH_API_KEY=your_api_key_here
SOLANA_RPC_URL=https://api.mainnet-beta.solana.com

4. Run locally:

npm run dev

Your local instance of Veah should now be running. 🎉

Using the Public API

The Veah API allows you to send queries, generate text, and interact with Solana data.

Base URL:

https://api.veah.ai/v1

Authentication

All requests require an API key.

Authorization: Bearer <your_api_key>

Example Request

curl https://api.veah.ai/v1/query \
  -H "Content-Type: application/json" \
  -H "Authorization: Bearer YOUR_API_KEY" \
  -d '{
        "prompt": "Analyze the latest Solana transaction volume trends.",
        "mode": "onchain"
      }'

Response Example

{
  "result": "Solana’s transaction volume has increased by 23% over the past 7 days, largely driven by DeFi activity across Raydium and Jupiter protocols.",
  "latency_ms": 83,
  "timestamp": "2025-10-14T17:22:00Z"
}

Developer SDKs

Veah supports SDKs for multiple environments.

JavaScript / TypeScript

npm install veah-sdk
import { Veah } from "veah-sdk";

const veah = new Veah({ apiKey: process.env.VEAH_API_KEY });

const response = await veah.query({
  prompt: "Summarize the latest Solana validator stats",
  mode: "onchain"
});

console.log(response.result);

Python

pip install veah
from veah import Veah

client = Veah(api_key="your_api_key")

response = client.query(
    prompt="Explain the recent increase in Solana NFT activity",
    mode="analytics"
)

print(response.result)

Use Cases

Veah can power a wide range of Solana applications:

  • DeFi copilots — generate strategy summaries, market insights, and portfolio overviews

  • NFT analytics tools — track collections, trends, and creator metrics

  • Developer assistants — auto-generate smart contract code or query documentation

  • Community agents — conversational interfaces for on-chain data exploration

  • Research dashboards — real-time analytics powered by Veah’s reasoning engine

Performance

Veah is optimized for real-time interaction with Solana’s high-throughput network.

Metric
Value

Avg. Response Time

<100ms

On-Chain Query Latency

60ms

Uptime

99.9%

Supported Networks

Mainnet, Devnet, Testnet

You can monitor live performance metrics at metrics.veah.ai.

Contributing

Veah is fully open-source, and we welcome community contributions.

1. Fork the repository 2. Create a feature branch 3. Commit and push your changes 4. Submit a pull request

All contributions are reviewed by the Veah core maintainers.

Licensing

Veah is released under the MIT License, allowing both personal and commercial use with attribution.

For enterprise integrations, please reach out at contact@veahllm.com.

Roadmap

✅ Public API ✅ Open metrics dashboard ✅ SDKs for JS/Python 🔜 On-chain fine-tuning module 🔜 Multi-agent orchestration 🔜 Developer marketplace integration

Follow updates at x.com/veahllm

Conclusion

Veah represents a new layer of intelligence on Solana — fast, open, and community-driven. Our mission is to make AI an integral part of on-chain life: accessible to every developer, transparent to every user, and scalable across the entire ecosystem.

Let’s build the Solana AI layer together. 🧠⚡

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