Ben Sabic

Chartered Marketer. Marketing @Vercel. Founder, Ben Sabic Fdn. Dev: &

[Ben Sabic @BenSabic]

Most knowledge agents start the same way. You pick a vector database, then build a chunking pipeline. You choose an embedding model and then tune the retrieval parameters.

I recently authored this piece on the @Vercel blog, breaking down a different and better way you can create knowledge agents. Powered by Vercel Sandbox, Workflows, Chat SDK, and more.

h/t @hugorcd for creating the beautiful template that led to the creation of this blog post.

https://t.co/t5NM22TQRe

[Ben Sabic @BenSabic]

@pontusab @vercel Thank you for highlighting Chat SDK 🙏

[Ben Sabic @BenSabic]

@hugorcd Yesssss Hugo!!!

[Ben Sabic @BenSabic]

@nishimiya Lint is a required CI job because we all forget to run pnpm fix

@haydenbleasel iykyk

[Ben Sabic @BenSabic]

@nishimiya @luicho9_ Hey Jose, can we talk?

[Ben Sabic @BenSabic]

@sonofalli @vercel can i nominate @nishimiya

[Ben Sabic @BenSabic]

@threepointone We'd love to have Cloudflare submit a vendor-official adapter for KV or DO if you're keen 🙏

[Ben Sabic @BenSabic]

@ctnicholasdev @liveblocks @aisdk @vercel Thanks for the great collaboration!

[Ben Sabic @BenSabic]

Build an AI agent that streams replies into @liveblocks comment threads using the Chat SDK and @aisdk.

New guide on the @vercel KB ⬇️

https://t.co/6knLSXRXw8

[Vercel Developers @vercel_dev]

Chat SDK now ships a built-in @aisdk toolset.

One 𝚌𝚛𝚎𝚊𝚝𝚎𝙲𝚑𝚊𝚝𝚃𝚘𝚘𝚕𝚜(𝚌𝚑𝚊𝚝) call adds the full set of chat tools into your agent. Presets scope the surface, and writes are approval-gated.

https://t.co/JLF9N8fAYm

[Vercel Developers @vercel_dev]

Buttons and modals in Chat SDK now accept a 𝚌𝚊𝚕𝚕𝚋𝚊𝚌𝚔𝚄𝚛𝚕 prop.

Pair it with a @workflowsdk webhook to pause a run, then resume it when a human in the loop clicks a button.

https://t.co/GdOusbCMir

[Ben Sabic @BenSabic]

@hugorcd @pranaygp :pranay-goat: :ben-goat: :hugo-goat:

[Pranay Prakash @pranaygp]

🙇‍♂️ thank you @BenSabic for this dope guide

https://t.co/qLsbl4j5fX

[Ben Sabic @BenSabic]

@paw_lean Let's start 31u31 so we can both qualify

[Ben Sabic @BenSabic]

@paw_lean Omg you're the new CEO, I knew it

[Anshuman Bhardwaj ▲ @sun_anshuman]

Let’s goooo!

[Hayden Bleasel @haydenbleasel]

Introducing Files SDK

A unified storage SDK for object and blob backends. One small, honest API. Web-standards I/O. An escape hatch when you need the native client.

→ 18 providers - S3, R2, Vercel Blob, Google Drive, etc.
→ upload, download, head, delete, copy, list, url
→ Works everywhere - Node, Bun, Deno, edge runtimes, browsers
→ Tools for OpenAI, Vercel AI and Claude Agents SDKs

[Ben Sabic @BenSabic]

@sun_anshuman What's console.log

[Ben Sabic @BenSabic]

@sun_anshuman npm i chat

[Anshuman Bhardwaj ▲ @sun_anshuman]

Do you like building agents you can talk to and get things done with? That's what Chat SDK gets in just a few lines of code.

Join me and @BenSabic on our latest @VercelCommunity, where we discuss the doors our Chat SDK opens for your agents. Link below:

[Ben Sabic @BenSabic]

@cramforce @nishimiya @rauchg I'm sure we could do it in two weeks