Comparison
tinyvector vs automem
Verdict
Pick tinyvector if lightweight Rust-based embedding storage for efficiency; pick automem if autoMem leverages both graph and vector database technologies to provide AI assistants with durable relational memory.
Markdown twin · tinyvector alternatives · automem alternatives
GraphCanon updated 1d
vs
Trust & integrity
| Signal | tinyvector | automem |
|---|---|---|
| Maintenance | Dormant (969d since push) As of 1d · github_public_v1 | Active (7d since push) As of 3d · github_public_v1 |
| Provenance | Not a fork · Personal account As of 1d · github_public_v1 | Not a fork · Organization account As of 3d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No lockfile (source not queried) As of 1mo · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- tinyvector
- A tiny embedding database in pure Rust.
- automem
- Graph-vector memory service for durable, relational AI assistant memory
Stars
- tinyvector
- 439
- automem
- 802
Forks
- tinyvector
- 25
- automem
- 102
Open issues
- tinyvector
- 8
- automem
- 15
Language
- tinyvector
- Rust
- automem
- Python
Adopt for
- tinyvector
- Lightweight Rust-based embedding storage for efficiency.
- automem
- AutoMem leverages both graph and vector database technologies to provide AI assistants with durable relational memory.
Persona
- tinyvector
- -
- automem
- -
Runtime
- tinyvector
- -
- automem
- -
License
- tinyvector
- MIT
- automem
- AutoMem is licensed under the MIT License, which means it is free to use, modify, and distribute as long as license terms are met.
Last pushed
- tinyvector
- Dec 28, 2023
- automem
- Aug 14, 2026
Categories
- tinyvector
- Vector Databases
- automem
- AI Agents, Vector Databases
Trust and health
Maintenance
- tinyvector
- Dormant (18%)
- automem
- Active (82%)
Days since push
- tinyvector
- 969d
- automem
- 7d
Open issues (now)
- tinyvector
- 8
- automem
- 15
Stars delta
- tinyvector
- +3 (30d)
- automem
- +9 (30d)
Open issues delta
- tinyvector
- 0 (30d)
- automem
- +4 (30d)
Owner type
- tinyvector
- User
- automem
- Organization
Full report
- tinyvector
- Trust report
- automem
- Trust report
Choose tinyvector if…
- tinyvector is primarily Rust; automem is Python.
- Tags unique to tinyvector: embeddings, machine-learning, rust, search-engines.
- When developing applications requiring efficient similarity searches over embeddings that are written in Rust or integrate well with Rust systems.
When NOT to use tinyvector
- For heavy-scale distributed vector operations as tinyvector is designed to be lightweight and might not scale as expected compared to larger solutions like Faiss or PQ.
Choose automem if…
- automem is primarily Python; tinyvector is Rust.
- Pricing: Free for open-source use, with no explicit commercial licensing information provided..
- Tags unique to automem: ai-memory, anthropic, falkordb, graph-database.
- Also covers AI Agents.
- Use AutoMem when you need an AI assistant capable of maintaining rich, relational memories over time.
When NOT to use automem
- Avoid using AutoMem if your application does not benefit from persistent memory or relational context, as it might add unnecessary overhead.
- If you require a simpler key-value storage system for less complex or non-relational data, AutoMem's graph and vector capabilities may be overkill.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (m1guelpf/tinyvector) · observed Aug 23, 2026
- GitHub forks (m1guelpf/tinyvector) · observed Aug 23, 2026
- Last push (m1guelpf/tinyvector) · observed Dec 28, 2023
- License file (MIT) · observed Aug 23, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (verygoodplugins/automem) · observed Aug 21, 2026
- GitHub forks (verygoodplugins/automem) · observed Aug 21, 2026
- Last push (verygoodplugins/automem) · observed Aug 14, 2026
- License file (MIT) · observed Aug 21, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: tinyvector 439 · automem 802 (synced Aug 23, 2026).
Common questions
- What is the difference between tinyvector and automem?
- tinyvector: A tiny embedding database in pure Rust.. automem: Graph-vector memory service for durable, relational AI assistant memory. See the comparison table for live GitHub stats and shared categories.
- When should I choose tinyvector over automem?
- Choose tinyvector over automem when tinyvector is primarily Rust; automem is Python; Tags unique to tinyvector: embeddings, machine-learning, rust, search-engines; When developing applications requiring efficient similarity searches over embeddings that are written in Rust or integrate well with Rust systems.
- When should I choose automem over tinyvector?
- Choose automem over tinyvector when automem is primarily Python; tinyvector is Rust; Pricing: Free for open-source use, with no explicit commercial licensing information provided.; Tags unique to automem: ai-memory, anthropic, falkordb, graph-database; Also covers AI Agents; Use AutoMem when you need an AI assistant capable of maintaining rich, relational memories over time.
- When should I avoid tinyvector?
- For heavy-scale distributed vector operations as tinyvector is designed to be lightweight and might not scale as expected compared to larger solutions like Faiss or PQ.
- When should I avoid automem?
- Avoid using AutoMem if your application does not benefit from persistent memory or relational context, as it might add unnecessary overhead. If you require a simpler key-value storage system for less complex or non-relational data, AutoMem's graph and vector capabilities may be overkill.
- Is tinyvector or automem more popular on GitHub?
- automem has more GitHub stars (802 vs 439). Stars measure visibility, not whether either tool fits your constraints.
- Are tinyvector and automem open source?
- Yes - both are open-source projects on GitHub (tinyvector: MIT, automem: MIT).
- Where can I find alternatives to tinyvector or automem?
- GraphCanon lists graph-backed alternatives at tinyvector alternatives and automem alternatives (tinyvector markdown twin, automem markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, tinyvector or automem?
- tinyvector: Dormant. automem: Active. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
- Where are the full trust reports for tinyvector and automem?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: tinyvector trust report; automem trust report.