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I’ve been looking forward to today for 3 years Today we’re announcing Foundation - Chroma’s solution to memory Our research preview of this technology builds self-improving memory from your agent sessions. Try it out at

231,495 просмотров • 1 месяц назад •via X (Twitter)

Комментарии: 52

Фото профиля Jeff Huber
Jeff Huber1 месяц назад

Memory is the largest unsolved problem in AI today and no one has found the recipe yet. Making memory “just work” is critical to making AI that “just works”.

Фото профиля Jeff Huber
Jeff Huber1 месяц назад

Foundation is powered by a revolutionary data model. The results of over 20+ years of R&D. A data model that, in our testing, scored SOTA on the BEAM 10M memory benchmark on its first run.

Фото профиля Jeff Huber
Jeff Huber1 месяц назад

It’s a wiki - a hyperlinked, tagged, versioned data model that AI already deeply understands. We see the wiki as a natural-language form of indexing. Production memory needs more than markdown on a filesystem. Foundation solves the hard infra problems - Continually improves - Versioning and diffs - Lineage and provenance - Agentic search - Concurrency control - Access control

Фото профиля Jeff Huber
Jeff Huber1 месяц назад

Foundation would not be possible to build without ChromaDB and Context-1. Chroma is the only database that can handle: - Multi-tenant zero-ops scaling - Object-storage native design → cost efficacy - Optimized for search workloads - With support for transactions (new this month!)

Фото профиля Jeff Huber
Jeff Huber1 месяц назад

One use case that we think every company will have is a shared Foundation for their team that documents everything they know across the engineering team and the broader organization. Foundation is infrastructure and fully customizable, but also works out of the box with a large variety of connectors.

Фото профиля Jeff Huber
Jeff Huber1 месяц назад

Chroma Cloud serves 10,000s of teams today including SpaceXAI and Mintlify. We’re excited to push the frontier of AI data infrastructure and soon Foundation will be available to build into every agent. Our mission remains clear - we are building the best memory system on earth.

Фото профиля Jeff Huber
Jeff Huber1 месяц назад

Thank you to the incredible team at Chroma. Try it today!

Фото профиля Jeff Huber
Jeff Huber1 месяц назад

wrote on this originally here

Фото профиля Mario Zechner
Mario Zechner1 месяц назад

very cool!

Фото профиля Nick Khami
Nick Khami1 месяц назад

memory has grown into an increasingly important software category. excited to see this in action

Фото профиля Packy McCormick
Packy McCormick1 месяц назад

IT’S ALIVE (and you’re a natural)

Фото профиля NMB // v4
NMB // v41 месяц назад

would like to try it, but it's $30 a month again... and it's nowhere mentioned until you're at the last step of the setup, which is the worst part imo

Фото профиля Jeff Huber
Jeff Huber1 месяц назад

working on solution to this

Фото профиля verrsane
verrsane1 месяц назад

Launch so good buddy grew his hair back

Фото профиля Jeff Huber
Jeff Huber1 месяц назад

i really need to shave it off again unruly

Фото профиля verrsane
verrsane1 месяц назад

Go bald and grow the beard out trusttttt

Фото профиля Soleio
Soleio1 месяц назад

@AstasiaMyers Launch days are the best days.

Фото профиля Yohei
Yohei1 месяц назад

oh this is cool, nice work!

Фото профиля Luke
Luke1 месяц назад

congrats dude! I was just hunting around for a vendor recently...will give this a spin

Фото профиля DG.
DG.1 месяц назад

@RichardSocher Congrats!! Excited to try

Фото профиля Scott
Scott1 месяц назад

nice work - we built @memco_ai on this conviction: agents need memory that carries across tools and teams. A wiki is a good interface. The hard part is deciding what earns the right to become shared memory, then proving it improves the next agent's work.

Фото профиля Josh Brake
Josh Brake1 месяц назад

Can't wait to try this out. Love it, Jeff.

Фото профиля dinos
dinos1 месяц назад

congrats on the launch 👏🏼

Фото профиля ian
ian1 месяц назад

Let's go Chroma!!!

Фото профиля Fergus
Fergus1 месяц назад

Very cool! Congrats Jeff

Фото профиля Shannon Sands
Shannon Sands1 месяц назад

Congrats! That's huge!

Фото профиля Jeff Huber
Jeff Huber1 месяц назад

thank you 🙏

Фото профиля pol
pol1 месяц назад

This is super cool! But would have loved if you explained more how memory is injected and managed, and first of all, how it should prevent context bloat or un synced data. Anyway.. i’m downloading it! Hope you solved the biggest problem we are having with ai

Фото профиля Jeff Huber
Jeff Huber1 месяц назад

lots more info to come here!

Фото профиля Philip Kiely
Philip Kiely1 месяц назад

Was recently speaking with an enterprise AI leader who talked about "Context Soup" -- building a single place where all of the knowledge in their company is accessible to agents. Foundation looks like the right pot to cook that soup in. Congrats on the launch!

Фото профиля minhash
minhash1 месяц назад

Nice!! Excited to see Chroma enter the memory arena (officially)

Фото профиля Jeff Huber
Jeff Huber1 месяц назад

in the arena

Фото профиля Nikhil Kulkarni
Nikhil Kulkarni1 месяц назад

@0interestrates Exciting!

Фото профиля Amir Haghighat
Amir Haghighat1 месяц назад

Congrats!

Фото профиля James Cham
James Cham1 месяц назад

Congratulations!

Фото профиля parker
parker1 месяц назад

Ohhhh now we’re talking!!! Congrats on the launch!

Фото профиля dan
dan1 месяц назад

congrats Jeff, can’t wait to try this out

Фото профиля Hersh Desai
Hersh Desai1 месяц назад

🔥🔥🔥

Фото профиля Leonard Tang
Leonard Tang1 месяц назад

very interesting! q: how does access control work at the wiki level when underlying source docs have different perms?

Фото профиля Jeff Huber
Jeff Huber1 месяц назад

we built a custom ACL system that inherits and enforces all that (not everything is exposed today )

Фото профиля Leonard Tang
Leonard Tang1 месяц назад

cooollll

Фото профиля Leonard Tang
Leonard Tang1 месяц назад

will take it for a spin!

Фото профиля Dhravya Shah
Dhravya Shah1 месяц назад

LFG this looks cool

Фото профиля Joe Snider
Joe Snider1 месяц назад

🚀🚀🚀

Фото профиля Dan McAteer
Dan McAteer1 месяц назад

This looks like good work! Installing and taking it for a spin tonight.

Фото профиля Jeff Huber
Jeff Huber1 месяц назад

tell me everything you dislike! also we are scaling up to meet demand

Фото профиля Paul Klein IV
Paul Klein IV1 месяц назад

congrats on the launch!!

Фото профиля Avia
Avia1 месяц назад

Not saying how much it costs/that it even costs until you finish onboarding is definitely not the way to go, deleted

Фото профиля Zach Tratar
Zach Tratar1 месяц назад

Cool! Congrats on the launch Jeff!!

Фото профиля ʇɹɥɐW uıɯƎ ⚡Nuri.com
ʇɹɥɐW uıɯƎ ⚡Nuri.com1 месяц назад

beautiful filmed

Фото профиля Emil
Emil1 месяц назад

this is awesome! huge congrats man

Фото профиля justin
justin1 месяц назад

woah

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