AI Code and Coffee London

19/07/2024

Thanks to everyone who came to wednesday's AI code and coffee.

We talked about automating buisness processes using agent based workflows

(https://docs.llamaindex.ai/en/stable/use_cases/agents/)

Extracing data from charts and graphs

(https://www.kaggle.com/competitions/benetech-making-graphs-accessible/overview)

(https://github.com/microsoft/table-transformer)

Improving RAG search via hybrid vector retrieval

(https://opensearch.org/docs/latest/search-plugins/hybrid-search/)

(https://www.elastic.co/search-labs/tutorials/search-tutorial/vector-search/hybrid-search)

Low level optimisations on LLM inference

(https://github.com/vllm-project/vllm)

16/07/2024

Hi All - reminder that tomorrows AI code and coffee will be at Core cafe, Swiss Cottage, 19:00-21:00

If your looking for good suggestions on reading material, I can recommend:

Maths:
https://mml-book.github.io/
https://math.mit.edu/~gs/linearalgebra/ila5/indexila5.html

Transformers:

Anything by Andrej Karpaty (YouTube/GitHub)

The illustrated transformer
https://jalammar.github.io/illustrated-transformer/

And of course, lots of new papers, that are coming out all the time.

Looking forward to seeing people there!

Piotr

https://www.meetup.com/ai-code-and-coffee-london/events/302173523/

AI Code and Coffee 𝘄𝗮𝗿𝗺𝗹𝘆 𝗶𝗻𝘃𝗶𝘁𝗲𝘀 𝘆𝗼𝘂 𝘁𝗼 𝗼𝘂𝗿 𝗰𝗼𝗱𝗲 𝗮𝗻𝗱 𝗰𝗼𝗳𝗳𝗲𝗲 𝗲𝘃𝗲𝗻𝘁! Stuck on some code? Working on something exciting? Want to learn

30/05/2024

Thanks to everyone who came to yesterday's AI code and coffee meetup in London! We talked about diffusion models, entity extraction from documents and pytorch development

05/05/2024

Google Deep Learning Tuning Playbook

"there is an astonishing amount of toil and guesswork involved in actually getting deep neural networks to work well in practice"

A playbook for systematically maximizing the performance of deep learning models. - google-research/tuning_playbook

02/05/2024

Thanks to everyone who came to AI code and coffee last Tuesday in London!

We talked about emerging AI startups in healthcare and LLMs for marketing