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Welcome to Zama's documentation

Zama is an open source cryptography company that builds state-of-the-art Fully Homomorphic Encryption (FHE) solutions for blockchain and AI.


  • Rust implementation of TFHE

  • For cryptographers and researchers

  • Perform Boolean and small integer arithmetics over encrypted data using the TFHE scheme.


  • TFHE Compiler

  • For software developers

  • Convert Python programs into equivalent FHE programs with the LLVM-based TFHE Compiler.


  • Privacy-Preserving Machine Learning

  • For data scientists and ML practitioners

  • Transform ML models into their FHE equivalent using common APIs, and run inference or train on encrypted data.


  • Confidential Smart Contract

  • For smart contract developers

  • Develop confidential smart contracts in Solidity running on fhEVMs.


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