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AI memory & retrieval · 2026
TelloDB
A coverage-aware multi-index memory engine for data-local AI agents
A Rust prototype combining per-tenant SQLite, FTS5, HNSW, local inference, temporal facts, and source provenance. In a recorded LoCoMo run, it found an annotated source session in the top eight for 95.8% of eligible questions.
Sharjeel Abbas and Tehreem Arooj
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Code generation · 2026
Compact recurrence encodings for code generation
A four-model study of program length, correctness and token usage
An evaluation of explicit and compact recurrence notations against Rust controls. Shorter generated programs did not consistently reduce total output per solved task or improve correctness.
Sharjeel Abbas
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