Show HN: AvocadoDB – Deterministic RAG (same query, same context, every time)

2 points

6 months ago

RAG systems return different context for the same query. This makes debugging impossible and outputs unpredictable.

AvocadoDB guarantees determinism - same query, same context, verifiable by SHA-256 hash.

- 100% deterministic (not probabilistic top-k) - Pure Rust, 40-60ms latency, local embeddings - 95%+ token utilization (vs 60-70% typical) - Exact file + line citations - $0 cost (no API required)

Install: cargo install avocado-cli

https://avocadodb.ai https://github.com/servesys-labs/avacadodb

Built this after burning too many hours debugging inconsistent RAG outputs. Happy to discuss the architecture.