V1 Foundation
Deterministic retrieval of element metadata. Single-table CSV lookup for atomic number, mass, and category.
Progression from factual retrieval to compositional synthesis.
Deterministic retrieval of element metadata. Single-table CSV lookup for atomic number, mass, and category.
Structural combination of V1 tools to produce chemical compound analysis or trend summaries (Future Phase).
Benchmarked routing performance across multiple local LLM tiers (Future Phase).
Advanced agentic workflows for educational material generation and problem solving (Future Phase).
High-level variations (V2-V4) must always be anchored to the V1 deterministic substrate. Generative outputs are permitted only when they can be verified against the underlying physical constants defined in elements.csv.