neomemx

neomemx is a high-performance, multi-tenant memory layer for AI agents build with a Rust.

Highlights

• High-performance AI memory — Stores facts, full history, and supports semantic search.
• Rust API — Fluent builder style (store, search, retrieve_all).
• Flexible providers — Groq, Jina, ChromaDB; optional OpenAI, HuggingFace, Milvus.
• LLM-assisted extraction — Automatic fact extraction and consolidation.
• Multi-tenant safe — Per-user/agent scoped memory.
• Advanced retrieval — Reranking and relationship-graph generation.

Quick start

1. Run ChromaDB:

docker run -d -p 8000:8000 chromadb/chroma
or
chroma run  --host 0.0.0.0 --port 8000

2. Export any provider keys you need:

export GROQ_API_KEY=your_key   # or OPENAI_API_KEY, JINA_API_KEY

Rust

Cargo.toml:

[dependencies]
neomemx = "0.1"
tokio = { version = "1", features = ["full"] }

Example:

use neomemx::{Memory, MemoryConfig, Result};

#[tokio::main]
async fn main() -> Result<()> {
    let memory = Memory::new(MemoryConfig::default()).await?;

    memory.add("Alice is a software engineer.")
        .user("user_123")
        .await?;

    let results = memory.search("What does Alice do?")
        .user("user_123")
        .limit(3)
        .await?;

    for item in results {
        println!("{}", item.memory);
    }

    Ok(())
}

Configuration (env vars)

License

MIT - see LICENSE