Low Memory Python Packages

tamp

Tamp is a low-memory, DEFLATE-inspired lossless compression library.

memzero-train

Zero-memory, multi-core-CPU local AI training for ordinary laptops.

stagepipe

Staged pipelines for blocking Python code: per-stage thread workers, no stage barrier, ordered stages, bounded in-flight. Standard library only, tiny memory footprint.

memvanta

Low-memory C++20 LLM inference runtime for quantized GGUF models on CPU — mmap-backed weights, paged KV cache, Q4/Q8 kernels, and reproducible llama.cpp benchmarks.

eidetic-memory

Eidetic — a single-process, single-database memory server for AI agents. SQLite-native: vectors + FTS5 + knowledge graph + raw logs. Five-layer memory (L0 raw → L1–L4), three-tier recall, auto-healing. One-command deploy, local-first, works with any MCP-compatible agent (OpenClaw, Claude Code, etc.).

effcossim

Efficient Pairwise Cosine Similarity Computation