YAMS — Yet Another Memory System

Note: Pre‑1.0 releases (v0.x) are not considered stable. Expect breaking changes until v1.0.

Persistent memory for LLMs and applications. Content‑addressed storage with deduplication, compression, semantic search, and full‑text indexing.

What it does

Content‑addressed storage (SHA‑256)
Block‑level deduplication (Rabin fingerprinting)
Compression: zstd and LZMA
Search: full‑text (SQLite FTS5) + semantic (vector)
Crash safety: WAL
Fast and portable CLI + MCP server

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Install

Docker (simplest)

docker run --rm -it ghcr.io/trvon/yams:latest --version

Build from Source

# Install Conan
pip install conan

# One-time: create default Conan profile
conan profile detect --force

# Build with Conan (recommended - this is what creates the release binaries)
conan install . --output-folder=build/yams-release -s build_type=Release --build=missing
cmake --preset yams-release
cmake --build --preset build-yams-release
sudo cmake --install build/yams-release

Quick start

# init storage (non-interactive)
yams init --non-interactive

# store from stdin
echo "hello world" | yams add - --tags example

# search
yams search "hello" --json

# retrieve
yams list --format minimal --limit 1 | xargs yams get

Versioning

YAMS provides comprehensive versioning through content-addressed storage. Every stored document gets a unique SHA-256 hash that serves as an immutable version identifier. You can track changes using metadata updates (yams update), organize versions with collections (--collection release-v1.0), and capture point-in-time states with snapshots (--snapshot-id 2024Q4).

Docs

Get Started: Installation, CLI, and prompts
Usage: Search guide, vector search, tutorials
API: REST/OpenAPI, MCP tools
Architecture: search and vector systems
Developer/Operations/Admin: build, deploy, configure, tune

Use the left navigation to browse all docs.

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