Memvid

The memory layer for AI agents. Over 13k ⭐ on Github.

[Usman Akinyemi @usman_akinyemi]

This year has been an interesting one for me. Between contributing to the Rust compiler and Git, joining Super30 3.0 by @kirat_tw, and now starting as a Founding Engineer at @memvidAI less than two months into Super30, I have been fortunate to work on some amazing open source projects.

Memvid is a portable, serverless memory layer that gives AI agents persistent memory and fast recall. It's model-agnostic, multimodal, works fully offline, and is being used across a wide range of real-world AI applications.

Instead of managing vector databases and complex retrieval infrastructure, Memvid packages your data, embeddings, search structure, and metadata into a single portable file that can be shared, moved, and queried anywhere.

@memvidAI isn't limited to text. It also supports multimodal memory, allowing developers to embed and retrieve images alongside text from the same memory file.

Even more interesting is the architecture behind it. Rather than drawing inspiration from traditional databases, @memvidAI borrows ideas from video encoding by organizing memory as an append-only sequence of Smart Frames. This enables:

- Append-only writes without modifying existing data.
- Queries over historical memory states.
- Timeline-style inspection of how knowledge evolves.
- Crash safety through immutable committed frames.
- Efficient compression inspired by video encoding.

From long-running AI agents and codebase understanding to enterprise knowledge bases, Memvid makes persistent AI memory simpler to build, deploy, and share.

Written in Rust with sdk support for Node.js, Python and Rust, Memvid delivers blazing-fast retrieval with the memory safety and performance Rust is known for.

@memvidAI already has 15.8k+ GitHub(https://t.co/OMLBe68N0h) stars, and we're just getting started.

If you're interested in Rust, AI infrastructure, or AI agents, give Memvid a try and let us know what you build.

We're investing heavily in the open-source community with engineering deep dives, contributor spotlights, and a welcoming environment for both new and experienced contributors.

Join our Discord(https://t.co/5XZJnl1wUf), share your projects, open an issue, or send a PR, we'd love to build @memvidAI together.

Thanks to @its_mohamedomar and @saleban for easy onboarding and @kirat_tw for the referal.

Let's build interesting stuffs together with AI.

https://t.co/VFyFijCYMs

[Memvid @memvidAI]

🏆 Congrats to the Winner of The Smallest Hackathon Ever: Pankaj Singh!

Built under pressure and delivered exceptional quality, a strong core idea, and flawless implementation.

Prize: 1 year Cursor Pro • 6 months Memvid Pro • Exclusive merch

We will send you a separate email within the next 24 hours with details on how to claim these prizes.

More exciting challenges coming soon. Stay tuned.🚀

[Memvid @memvidAI]

We’re hosting the smallest hackathon ever!
3 participants only. 30 minute time limit. 100% virtual.

Happening on February 7th. We are livestreaming the whole thing.

To join: Comment something you’ve always wanted to build. We’ll pick the 3 most interesting ideas and invite those devs to build it live.

🏆 Winner gets:
• 1 year of Cursor Pro on us
• 6 months of Memvid Pro for free
• Exclusive Memvid merch

Drop your idea ↓

[Mohamed Omar @its_mohamedomar]

Developer building an 'AI digital twin for jobs' chose @memvidAI over Pinecone/Weaviate.

He's documenting his journey in a 4-part blog series here: 👇 Good read

https://t.co/0zgsLZGG1N

[Mohamed Omar @its_mohamedomar]

Claude-brain by @memvidAI 👇

[Memvid @memvidAI]

5) https://t.co/UaLDwVjgIc by Lasha Efremidze

Shoutout to every developer shipping with @memvidAI

We’ll be back next week with five more projects that deserve the spotlight.

[Memvid @memvidAI]

TOP 5 PROJECTS BUILT WITH MEMVID 🔥

Another week. Another wave of incredible builds.

These five projects seriously impressed us this past week👇

1) https://t.co/MOon2xZXka by Paul Pierre

2) https://t.co/ak6xmHpjyV by Frank Schwichtenberg

3) https://t.co/R3CdMVuH5z by Wesley Shih

4) https://t.co/oPtrjAtGDf by Omar J Abdulkadir

[Mohamed Omar @its_mohamedomar]

https://t.co/xeVL5RQfbF

[Memvid @memvidAI]

We’re hosting the smallest hackathon ever!
3 participants only. 30 minute time limit. 100% virtual.

Happening on February 7th. We are livestreaming the whole thing.

To join: Comment something you’ve always wanted to build. We’ll pick the 3 most interesting ideas and invite those devs to build it live.

🏆 Winner gets:
• 1 year of Cursor Pro on us
• 6 months of Memvid Pro for free
• Exclusive Memvid merch

Drop your idea ↓

[Memvid @memvidAI]

The Memvid community has been busy lately, and the creativity we’ve seen this week is next-level.

We rounded up 5 projects that impressed us 👀👇

1) https://t.co/1H448Zr2ir
2) https://t.co/vYJKSdSD1F
3) https://t.co/X64kju0omt
4) https://t.co/DAxHKYg0qe
5) https://t.co/ZtedLLI6yf

Shoutout to everyone building with @memvidAI.

We’ll be back next week with 5 more cool projects that caught our attention.

If you’re shipping something, we are watching.

[Memvid @memvidAI]

Moltbot x Memvid 💪 Fixed the security issues. @steipete

[Saleban Olow @saleban1031]

Just submitted a PR to @openclaw adding memory-memvid plugin

Your AI assistant remembers everything - including your phone, email, SSN...

Now it's all automatically masked before hitting disk:
555-123-4567 → [PHONE]
[email protected] → [EMAIL]

Plus: hybrid search, RAG, full history preservation

https://t.co/QQehsRkl0b

https://t.co/TpPEfvnDsq

[Saleban Olow @saleban1031]

Finally got tired of scrolling through 5000 screenshots named "Screenshot 2012-01-15 at 10.32.41.png"

Made a thing: https://t.co/PPCbjcP4Hr

It OCRs all your screenshots so you can search by the text in them. also has local AI vision for photos (uses ollama) so you can search "that stripe error" or "guy with headphones" and

It actually works. no cloud, runs locally.

[Memvid @memvidAI]

5) https://t.co/eKczSEg2yF by Windyboy

Huge shoutout to all the builders shipping with @memvidAI

We’ll be back next week with 5 more developers and projects worth highlighting.

If you’re shipping something cool, we’re watching 👀

[Memvid @memvidAI]

TOP 5 PROJECTS BUILT WITH MEMVID

We saw lots of cool projects built with Memvid this past week.

Here are the 5 that caught our eye 👇

1) https://t.co/uZ7wHIJLqr by Ifeanyi Nneji

2) https://t.co/v7i3ti2Gxl by Liad Goren

3) https://t.co/haEfT3cVUG by Eric Grill

4) https://t.co/liCeSVThiN by Jakkapong Jinasen

[Mohamed Omar @its_mohamedomar]

https://t.co/krfAMxKgeM

[Memvid @memvidAI]

Developers don’t want to manage complex pipelines.

Companies can’t afford fragmented or inaccurate context.

And AI agents are useless without memory.

That’s why @memvidAI exists.

Whatever type of agent you’re building, Memvid gives it persistent memory in a single file.

[Lakshmanan LN @geekylax]

@its_mohamedomar @memvidAI honestly this is crazy cool man. zero infra and 5 min setup is insane. been following memvid since the start and this v2 looks even more insane

[Mohamed Omar @its_mohamedomar]

🚀 Memvid is #1 GitHub Repo of the Day -> 2nd day in a row!

Couldn’t have done it without this incredible team and an amazing dev community.

Thank you for the love ❤️We are just getting started.

👉 https://t.co/KlMOP9ILRM

[Memvid @memvidAI]

Start small. Test fast.

[Mohamed Omar @its_mohamedomar]

We just killed every RAG and Vector Database company

(by storing AI memory in video frames)

- Zero infrastructure
- 5 minute setup
- Hybrid search
- Sub-5ms retrieval
- Fully portable
- Open Source

Introducing @memvidAI v2