Changelog

All notable changes to the MAIF Framework will be documented in this file.

[v1.0.0] - 2024-12

Added

• LangGraph Multi-Agent RAG System: Complete production-ready example with ChromaDB, Gemini API, and SerpAPI

  • Five specialized agents (Init, Retrieve, Synthesize, Fact-Check, Citation)
  • Real vector search with 384-dimensional embeddings
  • LLM-based fact-checking with iterative refinement
  • Complete MAIF cryptographic provenance
  • Interactive demo with hybrid web search

• Core Framework:

  • Cryptographic provenance with SHA-256 hash chains
  • Multi-modal artifact support (text, embeddings, images, video)
  • Privacy features (AES-GCM encryption, differential privacy)
  • Semantic understanding (ACAM, HSC, CSB algorithms)
  • High-performance streaming (400+ MB/s throughput)

• Documentation:

  • Comprehensive READMEs for all example categories
  • VitePress documentation site
  • API reference guides
  • User guides for core concepts

• Examples:

  • Hello World agent
  • Multi-agent systems
  • Privacy-enabled agents
  • Financial agent with compliance
  • Distributed processing
  • Streaming data handling

Security

• FIPS 140-2 compliant encryption
• Digital signatures for integrity
• Granular access control
• Audit trail logging

Performance

• Memory-mapped I/O for efficient access
• Zero-copy operations
• Sub-50ms semantic search
• Optimized hash verification (>500 MB/s)

Changed

• Removed AWS-specific integrations (moved to separate branch)
• Cleaned up repository structure
• Updated dependencies to latest versions

Fixed

• GitHub Actions workflow deprecation warnings
• Documentation broken links
• node_modules tracking in git

Development

View the full development history on GitHub.

Contributing

See Contributing Guide for how to contribute to MAIF.

License

Released under the MIT License.