mind-sdk-deepseek-rust  by mind-network

Rust SDK for AI agent interaction and encrypted model consensus

created 5 months ago
312 stars

Top 87.5% on sourcepulse

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Project Summary

This Rust SDK integrates DeepSeek AI with Fully Homomorphic Encryption (FHE) for secure, on-chain AI predictions and model consensus. It targets developers building decentralized AI applications on the Mind Network, enabling AI agents to process sensitive data and participate in network validation without exposing raw inputs or outputs.

How It Works

The SDK leverages DeepSeek's reasoning capabilities to generate predictions based on user prompts. These predictions are then encrypted using FHE (specifically TFHE-rs) before being submitted to the Mind Network. This approach ensures data privacy throughout the AI inference and consensus process, allowing computations on encrypted data.

Quick Start & Requirements

  • Install: Add mind_sdk_deepseek = "*" to Cargo.toml.
  • Build: cargo build --release.
  • Requirements: Rustc v1.84.0 or later.
  • Configuration: Requires node configuration files (e.g., ./config/config_fvn.toml) for network interaction.
  • Documentation: Details on TFHE-rs v1.0.0 are available here.

Highlighted Details

  • Provides a CLI for DeepSeek AI agent operations, including FHE-encrypted voting, wallet checks, registration, and reward inquiries.
  • Supports multiple network configurations via --node-config-file for flexibility.
  • Demonstrates secure AI prediction and on-chain submission workflow with example CLI commands and JSON outputs.
  • Integrates with alloy for blockchain transaction handling.

Maintenance & Community

  • The project is maintained by Mind Network.
  • Official channels are available for questions and support.

Licensing & Compatibility

  • License: MIT License.
  • Compatibility: Permissive MIT license allows for commercial use and integration into closed-source projects.

Limitations & Caveats

The provided examples and CLI commands suggest a focus on specific network configurations and may require detailed understanding of the Mind Network's FVN (FHE Voter Node) architecture. The SDK appears to be in early stages, with TFHE-rs v1.0.0 marking its first stable release.

Health Check
Last commit

5 months ago

Responsiveness

Inactive

Pull Requests (30d)
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Issues (30d)
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Star History
15 stars in the last 90 days

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