What is AnamDB?

AnamDB is a vertical-agnostic, neurosymbolic database engine built in Rust.

Unlike traditional vector databases that rely on semantic similarity, or bolt-on LLM architectures that treat databases as external memory, AnamDB treats Models as First-Class Citizens and Logic as a Verifiable Blueprint.

Core Capabilities

1. Explainability: Semiring provenance ensures every result is traced back to its exact source.
2. Safety: Datalog guardrails block AI hallucinations natively.
3. Optimization: Calculates the Pareto frontier (latency × accuracy × cost) dynamically.
4. Hardware-Aware: Metal / CUDA / NPU heterogeneous dispatch.

Interactive REPL

AnamDB comes with a powerful CLI out of the box.

cargo install anam-cli
anam

Once inside, you can query models just like tables:

anam> .model load fraud_detector.onnx fraud_detector 3 5.0 0.95
anam> .logic high_risk "fraud_prob > 0.90 AND amount > 10000"
anam> SELECT * FROM txns WHERE high_risk = true;