Matt @mattzcarey Twitter profile

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Matt

1 month

AI Demo Days @ @awscloud - we did it again! 🚀 Packed house, apparently the biggest event they've ever hosted there? wild. 120+ builders and investors all crammed in to see some seriously cool demos. Quick rundown of the awesomeness:

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Matt

@mattzcarey

1 year

Introducing Code Review GPT: Your personal code reviewer powered by LLMs⚡️ Improve code quality and catch bugs before you break production 🚀 How does it work? 🧵 👇 Spoiler: we used @LangChainAI from @hwchase17 and it's incredible.

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Matt

@mattzcarey

3 months

i've been an AI Engineer for about a year now - these are the 5 top skills I've needed so far. - Devops, I can get something out much quicker if I can serve it myself. New platforms like modal make this a million x easier @modal_labs @charles_irl ... but learning how to whip up

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Matt

@mattzcarey

1 year

Big updates to the internal prompts and how we supply code to the LLMs in Code Review GPT @oriontoolsai 80% more accurate responses and new cost-optimised review type. Tired now, will explain all tomorrow ⭐️ the repo if you haven't, it helps a lot :)

GitHub - mattzcarey/code-review-gpt: Code review powered by LLMs (OpenAI GPT4, Sonnet 3.5) &...

Code review powered by LLMs (OpenAI GPT4, Sonnet 3.5) & Embeddings ⚡️ Improve code quality and catch bugs before you break production 🚀 Lives in your Github/GitLab/Azure DevOps CI - mattzca...

github.com

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Matt

@mattzcarey

9 days

dont want to be a hype man but how have I missed the cloudflare ai-utils this is sick.

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Matt

@mattzcarey

1 year

My code reviewer can spot bugs in huge files in a minute 👀 Yours gets bored after 200 lines 😬 This is how it works 🧵👇

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Matt

@mattzcarey

1 year

@quivr_brain @_StanGirard Repo link:

GitHub - mattzcarey/code-review-gpt: Code review powered by LLMs (OpenAI GPT4, Sonnet 3.5) &...

Code review powered by LLMs (OpenAI GPT4, Sonnet 3.5) & Embeddings ⚡️ Improve code quality and catch bugs before you break production 🚀 Lives in your Github/GitLab/Azure DevOps CI - mattzca...

github.com

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Matt

@mattzcarey

5 months

feels @cohere model slaps :)

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Matt

@mattzcarey

22 days

anthropic on fire. reminder that nobody has any idea how they went from the last gen to this. Performance is so good. looking forward to the rest of the year.

Alex Albert

@alexalbert__

22 days

We've made a lot of cookbooks: Tool Use Calculator tool Customer service agent Extracting structured JSON Using the tool choice parameter Tool use with Pydantic Vision with Tool Use Misc Building evals Building a moderation filter Generating test cases for an eval How to enable

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Matt

@mattzcarey

19 days

love it how many next gen cloud solutions start with: Docker was too slow, so we fixed it. @modal_labs @Cloudflare @mysticdotai etccc almost like Docker is not fit for purpose...` congrats @CloudflareDev on the awesome release.

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Matt

@mattzcarey

27 days

live demos with @nicoalbanese10 at AI nights ai from @vercel is still the most baller npm package

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Matt

@mattzcarey

3 months

To see the widening of eyes and hear the excitement in the air London AI scene is popping. Thanks all @demodaysai @cohere @1vnzh @maximevoisin_ai @CherryVentures @StackOneHQ

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Matt

@mattzcarey

10 days

We won!!!!!

sunil pai

@threepointone

10 days

OMG WE WON!!! First place in “Build back Britain” category!!!

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Matt

@mattzcarey

5 months

pretty stoked on this. Year 2 let’s go thanks @jasondunn @taylorjacobsen @FarrahC32 and everyone else in AWS communities genai category coming soon?

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Matt

@mattzcarey

1 year

Find the code here: Give a star if you think it's fun ⭐️

GitHub - mattzcarey/code-review-gpt: Code review powered by LLMs (OpenAI GPT4, Sonnet 3.5) &...

Code review powered by LLMs (OpenAI GPT4, Sonnet 3.5) & Embeddings ⚡️ Improve code quality and catch bugs before you break production 🚀 Lives in your Github/GitLab/Azure DevOps CI - mattzca...

github.com

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Matt

@mattzcarey

4 months

read this 3 times and it keeps getting better. relatable and important to today well done @jxnlco @HamelHusain and co.

What We’ve Learned From A Year of Building with LLMs – Applied LLMs

A practical guide to building successful LLM products, covering the tactical, operational, and strategic.

applied-llms.org

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Matt

@mattzcarey

6 months

Fun to demo some AI stuff at the London @supabase meetup last night. Rebuilt an app live in 15 mins Prayer to the demo gods before I deleted the prod table 🤣 Thanks to @jacksbridger for inviting me.

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Matt

@mattzcarey

3 months

AI Demo Days at @cohere reflections: (my smile gives it away) 4 demos A full room The excitement was infectious Partnering with @Cherry_Ventures was awesome. We reached many more founders and companies in London building incredible things with AI. cool demos (🧵)

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Matt

@mattzcarey

10 days

we made the final @threepointone @thomasankcorn @a16z

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Matt

@mattzcarey

1 year

Introducing Genoss GPT: One line GPT application portability with the Genoss model gateway. Great to release a blog post with @LangChainAI ! Thanks to the team 🧡 @_StanGirard , @maxthoon and @Arnault_Chaz and @LangChainAI , @hwchase17 @nfcampos 🙏

LangChain

@LangChainAI

1 year

we hear from lots of builders who don't want to get locked into a single model so we're really excited about Genoss!! plus, an integration with LangSmith for easy debugging, logging, monitoring, and observability! . @mattzcarey on the LangChain blog

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Matt

@mattzcarey

1 year

The Serverless London meetup group just hit 4000 members 🎉 Congrats to @EllerbyBen @IamStan and everyone who has contributed to the events over the years. Next event is on Thursday :)

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Matt

@mattzcarey

6 months

mvp llm-content-creator using Claude 3 built on stream with @AllenHeltonDev inspired by a lot of the work from @mattshumer_ rewrote in ts with @bunjavascript @AnthropicAI please increase my rate limits so I can make this better :)

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Matt

@mattzcarey

6 months

Congrats to Cohere this is pretty sick. @awscloud please can we get this in Bedrock ASAP?

Yam Peleg

@Yampeleg

7 months

Cohere just dropped a - 104B - Multilingual - 128K context length - RAG + Tool Use - Open weights Model. And based on how good their previous Command R, it should be REALLY good. - Link: - Try it here:

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Matt

@mattzcarey

1 year

Almost touching 500 stars 🌟 We are on a mission to make YOUR janky code cleaner, faster and more maintainable with @codereviewgpt Check it out here: Share the love of quality code in one line: ‘npm i code-review-gpt && code-review-gpt configure’

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Matt

@mattzcarey

1 year

The first public demo of Amazon Bedrock at the GenAI London meetup tonight with @mmeckes 🔥

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Matt

@mattzcarey

1 year

Code Review GPT then rates the responses and posts the most severe problems on your PR 👌🏼 Watch the demo:

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Matt

@mattzcarey

1 year

Using the brand new @LangChainAI Smith tool, you get this awesome dashboard 💫 Keep track of your costs and responses from Code Review GPT super easily.

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Matt

@mattzcarey

2 years

Playing around with the GPT4All from @nomic_ai . The possibilities of open-source low energy/memory use LLMs for data privacy and portability really are endless... Host on IoT devices -> no problem ✅ Run at the edge -> probably 🤯 Tweak to meet your exact needs -> easy as pie 🚀

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Matt

@mattzcarey

3 months

@modal_labs @charles_irl lol that was 4. 5 is app development. Contribute and read open source codebases. See what works or what feels grim. Get the best person you can find to review your code. Japanese have this idea of a gemba walk. Pick their brains. Learn stuff.

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Matt

@mattzcarey

2 months

Tool use and RAG using Command R+ at @cohere super cool demo also chatting about training for citations and generated tone with @PSH_Lewis now live on yt! thanks to @jeremyphoward for the inspo. Was great

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Matt

@mattzcarey

1 year

Very happy to announce the debut GenAI London meetup! Hope to see some of you there @hwchase17 @maxthoon @ClemDelangue @langchainai @huggingface @dom_sipowicz @OfficialLoganK @eyfriis @Hacubu @ivanmartit @fabriceb @_StanGirard is speaking 🙏🚀

Login to Meetup | Meetup

Not a Meetup member yet? Log in and find groups that host online or in person events and meet people in your local community who share your interests.

www.meetup.com

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Matt

@mattzcarey

4 months

Most of the Fortune 500 still uses a mainframe! @bloopdotai is converting their legacy code to Java that runs in the cloud. 'Modernising the mainframe with AI' is now live on YT awesome demo by @LouisKnightWebb at @demodaysai

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Matt

@mattzcarey

12 days

It’s all goooo @a16z @a16zcrypto @liz_harkavy

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Matt

@mattzcarey

6 months

Coming to London, the thing that shocked me the most... Networking evenings are simply an excuse to get royally hammered and call it work.

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Matt

@mattzcarey

1 year

Code Review GPT runs in CI/CD pipeline. Provides super detailed and helpful suggestions on your code 🤝

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Matt

@mattzcarey

26 days

Og merch @baselimehq

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Matt

@mattzcarey

1 year

Building demos with LLMs is a breeze, but production? It's a different game! Need to juggle infrastructure, security, and compliance? 🤔 Considered OpenAI APIs? There's a new player, @awscloud Bedrock. Wrote an article on the differences:

Empowering Enterprises with Serverless Generative AI: Amazon Bedrock | GenAI Days

Amazon Bedrock Serverless Generative AI (GenAI) service is now GA. Bedrock allows businesses to use large language models (LLM) from Meta like Llama 2, Anthropic Claude 2, Cohere Command, AI21 Labs...

www.genaidays.org

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Matt

@mattzcarey

7 months

Congrats on your book @sheenbrisals from everyone at Serverless London!! @level_out sad you couldn’t be there here but congrats nonetheless 🤌🏼😇 @FarrahC32 @danilop

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Matt

@mattzcarey

4 months

AI Demo Days #2 is confirmed!! thanks to @cohere , @1vnzh and @maximevoisin_ai for hosting. letsss go. @demodaysai

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Matt

@mattzcarey

1 year

Great to chat to @AllenHeltonDev about @quivr_brain and @momentohq . 🙏🧡 If you use @LangChainAI and you should :) then here are the docs to add Momento to your app. 🧐😱 Pretty nifty using a cache as a history store 🤌🏼

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Matt

@mattzcarey

10 days

One of the best things about Parliament Wow was the easy semantic search. we used the bge-large-en-1.5 embeddings model on Workers AI. I reckon @CloudflareDev have a grand chance to dominate the hosted embeddings model market if they expose a few more models. reasons: 1.

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Matt

@mattzcarey

6 months

pretty stoked to be speaking at the @supabase meetup in London on Wednesday. gonna be a couple of quick demos I think. link below

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Matt

@mattzcarey

5 months

rag is hard doing BM25 retrieval alongside semantics before applying a reranker now I need to store my full docs somewhere legit as well as my vectors probs best practise anyway but jeeeeeezzzz the overhead

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Matt

@mattzcarey

4 months

@TodePond demo from AI Demo Days was more like 10 demos, each more wild than the last. "Autocomplete for canvas" now LIVE on YT! blows my mind what they get up to @tldraw

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Matt

@mattzcarey

4 months

@togethercompute 's new research paper on Mixture of Experts is super cool and well written I just can't believe that this is the first anyone has written of this technique we've been using exactly this internally inspired by one @mattshumer_ collab scripts on llm researcher.

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Matt

@mattzcarey

1 year

Roadmap is full 🌝 👀 Prompt performance testing tool 🤯 👀 Vector db to give the LLM memory for even better suggestions What to pick? @neondata @supabase @awscloud Aurora Serverless... @trychroma @SingleStoreDB @momentohq @pinecone Let me know below 😬🤟

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Matt

@mattzcarey

2 years

@garybasin @peer_rich Rich coming from the US with the developments this last week.

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Matt

@mattzcarey

3 months

@PSH_Lewis from @cohere demoed tool use and RAG using Command R+ bunch of takeaways from this demo and hearing Patrick speak: Cohere went to great lengths to make sure their models default to using supplied context even if it conflicts with pre-training data - NOT easy to do.

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Matt

@mattzcarey

4 months

@bindra_dhruv you should probs pay people day rate who do this successfully.

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Matt

@mattzcarey

8 months

Austin Vance at GenAI London Chatting about RAG with @LangChainAI @austinbv

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Matt

@mattzcarey

10 months

Enjoying playing with @turbopuffer serverless vector store. sreat scaling on demand and super cheap try it with @LangChainAI using this VectorStore class

npm: langchain-turbopuffer

An open source and LangChain compatible Vector Store class for Turbopuffer. Store vectors in object storage for cheap.. Latest version: 0.0.2, last published: 10 months ago. Start using langchain-t...

www.npmjs.com

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Matt

@mattzcarey

1 month

👀👀 @baselimehq this you?

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Matt

@mattzcarey

3 months

"I use serverless mainly for demos and to order coffee" savage but thoughtful chat from @ghohpe on the place of AWS Lambda and Serverless. dude left AWS like a month ago and he's firing shots left and right. Interesting to hear an alt take from the seemingly disillusioned ex

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Matt

@mattzcarey

3 months

cloudflare workers = scalable compute heaven for RAG apps. spawn workers for each tool, use KV store as cache, leverage durable objects. don't pay for io comput time. keep your runway. RAG at scale? sorted.

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Matt

@mattzcarey

1 year

It gets all the changed files using this lovely git command: `git diff --name-only --diff-filter=AMT ${baseSha} ${githubSha}` And it builds a fancy prompt to tell the LLM exactly what to do 🤩

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Matt

@mattzcarey

4 years

@AltsWars $lto $vidt

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Matt

@mattzcarey

29 days

i'm having a hard time grasping what this means conceptually.

Matt

@mattzcarey

29 days

embeddings models can do in-context learning now? wtf BAAI/bge-en-icl link below

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Matt

@mattzcarey

6 months

one of my longer term goals is to build a hacker house in London within the next 5 years. a kinda clubhouse. You can come stay, build stuff, visit the city. not quite sure how it would work. There is a big difference between residential and commercial property here.

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Matt

@mattzcarey

3 months

@SigGravitas I like this direction dude. It’s gonna be so good.

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Matt

@mattzcarey

1 year

Thinking of organising a workshop to get people starting building with @LangChainAI and @llama_index in London. Free for community! Show how to build AI powered tools (Code review, Prompt engineer etc) like @oriontoolsai Might even have pizza if I can get sponsors. Keen?

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Matt

@mattzcarey

1 year

Have you heard about the AI context window? It broke @codereviewgpt 👀 Don't do what I did 😬 Here's how it works 🧵👇

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Matt

@mattzcarey

2 months

Tech lecture on system design Nobody: Ziggaas: opening scene kitesurfing in Cape Town most goated vid

Making Systems Programming Accessible by Andrew Kelley

The kick-off talk for Systems Distributed '23: https://systemsdistributed.com.https://andrewkelley.mehttps://github.com/andrewrkhttps://mastodon.social/@andr...

www.youtube.com

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Matt

@mattzcarey

1 year

Made a little PR to @LangChainAI JS. Thanks @Hacubu for the help. Pretty stoked about this!

feat: allow openai organization to be set from process.env by mattzcarey · Pull Request #2325 ·...

Brings JS up to date with Python version allowing you to specify the organization in environment variables for the openai LLM class. I hope I have done this right :) Twitter: @mattzcarey

github.com

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Matt

@mattzcarey

1 year

Code Review GPT uses @LangChainAI to make requests to the LLM. In this case, @OpenAI GPT-4 works pretty well and now everyone can use it >>>

GPT-4 API general availability and deprecation of older models in the Completions API

GPT-3.5 Turbo, DALL·E and Whisper APIs are also generally available, and we are releasing a deprecation plan for older models of the Completions API, which will retire at the beginning of 2024.

openai.com

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Matt

@mattzcarey

4 months

@modal_labs has got a bunch of stuff just worked out this should be how you deploy python apps. wow

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Matt

@mattzcarey

1 year

@boristane Add this to your eslintrc.js file to inforce this in linting 'no-restricted-imports': [ 'error', { paths: [ { name: 'aws-sdk', message: 'Please use aws-sdk/{module} import instead', }, ], }, ]

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Matt

@mattzcarey

5 months

Thanks to everyone who came to the first AI Demo days in London!!🙏 pfa @LouisKnightWebb showing the thought behind @bloopdotai

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Matt

@mattzcarey

6 months

Has anyone actually used Amazon Q yet?

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Matt

@mattzcarey

1 year

I finally worked out streaming with @LangChainAI 🚀 Coming soon to a virtual brain near you 🤌🏼 @quivr_brain @_StanGirard

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Matt

@mattzcarey

5 months

Northern lights south England

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Matt

@mattzcarey

4 years

@elonmusk Check out $LTO. Already servicing industry and generating ROI for stakers. Crazy undervalued right now @LTOxVIDT

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Matt

@mattzcarey

9 days

on Saturday at 11am bossman said we would win. I didn't believe him. ye have little faith

sunil pai

@threepointone

9 days

it's super hacky and some bits are buggy, but goddamn it's so impressive for a weekend's work. we slept well, didn't stress ourselves, focused on shipping something that worked, and had such a great time

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Matt

@mattzcarey

1 year

@julian_wood showing how to build Serverless Espresso at Serverless Days Cape Town Workshops!

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Matt

@mattzcarey

7 months

is it just me or is engagement on twitter right down hardly ever see friends content, only pro shitposters LinkedIn is feeling more appealing

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Matt

@mattzcarey

3 years

@yosracodes No really true. There are ways around using the apple ecosystem. VMs, React Native etc..

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Matt

@mattzcarey

7 months

@LouisKnightWebb I’m starting an event series. Similar to what we have done with GenAI London but way more hacker. I’ll ping you for the first event!

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Matt

@mattzcarey

1 year

Super fun to speak at Serverless London hosted by @Meta and sponsored by @AleiosCloud

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Matt

@mattzcarey

1 year

Just hit 15k ⭐️🏆 @quivr_brain Big love to the team @Gozinebgo @_StanGirard @mamadoudicko_ @BrianLaleye 🧡

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Matt

@mattzcarey

6 months

Launching AI Product Engineering! Demo evening for the London AI community :) There are a lot of tech meetups in London. But not many like this. 15 min demos, no marketing, no bs. Meet cool people, get inspired by slick products and cracked solutions.

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Matt

@mattzcarey

1 year

Great to be part of this workshop. How often can you say you were in a room where a third of the people were AWS Heros!

boris tane

@boristane

1 year

2 hours later, it was an incredible session I have a lot of notes and it's time for our team at @baselimeHQ to make the future of o11y for serverless we envisioned this evening a reality huge thanks to everyone who came along 🙏

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Matt

@mattzcarey

1 year

I made a video about @quivr_brain . Thought tech twitter might like it.

quivr-demo

4 min 16 sec video

aleios.wistia.com

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Matt

@mattzcarey

4 years

@CryptoGodJohn $lto best fundamentals of anything I’ve read. Achieving adoption

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Matt

@mattzcarey

1 year

Looks cool, I like @momentohq products. Now we have migrated off Supabase in @quivr_brain we can look to implement other options like this…

Momento

@momentohq

1 year

Announcing the Momento Vector Index! A serverless vector indexing service enabling builders to launch their AI projects in record time! 🚀 #mocon2023 #launch #serverless

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@mattzcarey

5 months

Super cool to be included in this board!! It’s going to be fun :) Thanks @openuk_uk

OpenUK

@openuk_uk

5 months

Announcing OpenUK's first AI Advisory Board! Chaired by @lawrennd with initial members @ahousley , @opensauceAI , ChanellDaniels, @ukcloudman , @esimperl , @M_Hartnett , @mattzcarey , @mattj_io , Matthew Crawford, Sonia Cooper, @SigGravitas , and Umesh Rajani. #openuk #opensourceai

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Matt

@mattzcarey

29 days

latest ml framework is out and I'm super excited. It's in zigggggg. congrats @gwenzek @steeve looking forward to seeing some pytorch models get ported to @zml_ai exactly why I am bullish on the zig language. C interoperability and build system goes so far.

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Matt

@mattzcarey

1 year

Announcing a global collective for people interested in GenAI - GenAI Days!! Bringing together a community of forward-thinking professionals, AI enthusiasts, researchers, and industry pioneers 👇 @_StanGirard @EllerbyBen @maxthoon

GenAI Days | The Global Gathering

Bringing together a vibrant community of forward-thinking professionals, AI enthusiasts, researchers, and industry pioneers. With events, publications, open-source and podcasts all in one place.

www.genaidays.org

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Matt

@mattzcarey

1 year

If the file fits in the context window of the AI all good 🎉 (context window really is king 👑use 8k+ models to get the best performance) If it is too big use a method similar to classic document retrieval 👇

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Matt

@mattzcarey

1 year

@boristane

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Matt

@mattzcarey

1 year

Great to be a guest on @theburningmonk Real-World Serverless podcast. Yan has some crazy good tech knowledge and it was super cool to share @quivr_brain and @OrionToolsAI I learnt a bunch of stuff and I hope you do too!

Yan Cui

@theburningmonk

1 year

🎙️ Episode 81 of Real-World Serverless is out! @mattzcarey walks us through LangChain development, the tooling problems, the challenges with testing non-deterministic AI apps, and much more. And he demoed both Quivr and Code Review GPT and they're on 🔥

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Matt

@mattzcarey

22 days

I’m calling it 3 years. Software engineer will be (with few exceptions) Applied AI engineering.

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Matt

@mattzcarey

1 year

Serverless Days Cape Town is off 🚀 Congrats to these legends!! So much effort to put on this day. The first Serverless days ever in SA!

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Matt

@mattzcarey

10 days

demo is still live btw.

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Matt

@mattzcarey

1 year

Been asked a lot about getting LLMs to generate tests. I’m certain this is the wrong way of looking at things. As the human, you know what you want. Wanna get test coverage? Write tests. LLM writes application code. maybe based off tests AI TDD Mindset shift.

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Matt

@mattzcarey

9 days

on my cf character arc rn

GitHub - cloudflare/ai-utils: Developer toolkit that makes it simple to build with the Workers AI...

Developer toolkit that makes it simple to build with the Workers AI platform. - cloudflare/ai-utils

github.com

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Matt

@mattzcarey

1 year

Building with GenAI #3 is out!! New open-source tooling announcements 🤯 AI Code reviews have come to Quivr 💫 As always we have all your favourites... This week in numbers and the best of learnings from the team building Quivr 🙌

Building with GenAI #3

Challenges, Learnings & a Bit of News from the Builders of Quivr.app

newsletter.quivr.app

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Matt

@mattzcarey

29 days

embeddings models can do in-context learning now? wtf BAAI/bge-en-icl link below

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Matt

@mattzcarey

20 days

so proud of the @baselimehq crew for seeing this through. well done @boristane @thomasankcorn and team

Builder Day 2024: 18 big updates to the Workers platform

To celebrate Builder Day 2024, we’re shipping 18 updates inspired by direct feedback from developers building on Cloudflare. This includes new capabilities, like running evals with AI Gateway, beta...

blog.cloudflare.com

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Matt

@mattzcarey

1 year

Great to speak about @OrionToolsAI @quivr_brain @genossGPT at @awscloud User Group London. Awesome conversations afterwards. People are making waves here 👌🏼 London is the place to be building with GenAI 🙏

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Matt

@mattzcarey

8 months

is there a change happening from experience-based hiring to skills-based hiring? tech kids getting hired based on open-source contributions springs to mind.

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Matt

@mattzcarey

1 year

We just released our first newsletter 'Building with Gen AI', where we publish our weekly changelog and learnings 💫 You can check it out here: @_StanGirard @Gozinebgo @BrianLaleye @mamadoudicko_

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