Name: IBM TechXchange Switzerland - Analytics & AI Lounge 7.0
Start: 2025-05-15T14:45:00.000Z
Location: IBM Switzerland AG

**Abstract**
Imagine being able to ask questions about a website in natural language—and receiving meaningful answers instead of simple keyword matches. In this talk, I’ll introduce Allycat, an open-source, end-to-end stack that enables conversational interaction with website content using Large Language Models (LLMs).

We’ll walk through the complete pipeline:

* Crawling and indexing website content
* Cleaning and extracting meaningful information from HTML
* Creating embeddings and storing them in a vector database
* Querying the data using an LLM for contextual, accurate responses

We’ll also demonstrate Allycat’s lightweight UI that allows users to interactively test their queries. The entire stack is built with Python and open-source components, making it easy to adopt, adapt, and extend.

You can checkout Allycat here : [https://github.com/The-AI-Alliance/allycat](https://github.com/The-AI-Alliance/allycat)

**Audience**
AI/ML Engineers, Data Engineers, Data Scientists interested in building intelligent, LLM-powered search and chatbot interfaces.

**Level**
Beginner to Intermediate

**Format**
45-minute presentation with demonstration

**About the speaker**
[Sujee Maniyam](https://sujee.dev/bio-sujee.html) (AI Engineer, Developer Advocate @ Node51) is an expert in Generative AI, Machine Learning, Deep Learning, Big Data, Distributed Systems, and Cloud technologies. He is passionate about developer education, fostering community engagement. Sujee has led numerous training sessions, hackathons, and workshops. He is also an author, open source contributor and frequent speaker at conferences and meetups.

**About the AI Alliance**
The [AI Alliance](https://thealliance.ai) is an international community of researchers, developers and organizational leaders committed to support and enhance open innovation across the AI technology landscape to accelerate progress, improve safety, security and trust in AI, and maximize benefits to people and society everywhere. Members of the AI Alliance believe that open innovation is essential to develop and achieve safe and responsible AI that benefit society rather than benefit a select few big players.

IBM Developer Netherlands

Ed Wijk

Tony Barratt

Sattar Stamkul

[AI Alliance] Chat with your website using an LLM

Online event

Bluetalks são encontros vibrantes com discussões aprofundadas sobre tecnologia e inovação, apresentando os mais recentes projetos de pesquisa da IBM Research Brasil.

Nesta edição, entenda as vantagens de optar por tecnologias open source para impulsionar a inovação, e como essas soluções podem transformar a maneira como organizações integram IA em seus processos e operações.

Introduziremos os modelos Granite da IBM, soluções avançadas de modelos de linguagem de grande escala (LLMs) desenvolvidas para atender às atuais necessidades das empresas.

Além disso, como caso de uso, navegaremos pela plataforma watsonx, projetada com um sistema integrado e seguro para hospedar, treinar, gerenciar e otimizar estes modelos de IA.

Bluetalks

Larissa Rios

Rodrigo Bandarra

Rian

Marcelo

Flávia Janine Rosante Béo

J. BOSCO Barbosa

loren juliana diaz

Pricila

Andressa Palmieri

Hiago Neder

Fabio Damas

Renata Vallillo

Alan Braz

Maicon Alcântara de Oliveira

Bruno Segantin

Marcelo Costa Curta

Jonilson Pereira

julia fernandes 

Arthur

Gabriel Garcia

Do laboratório ao negócio: desbloqueando o potencial da IA com open source

Register here [https://lu.ma/c1rqyf1f](https://lu.ma/c1rqyf1f)
We’ll close registrations 72 hours prior to the event.
Speakers are from AMD, IBM, Meta (the PyTorch Team), and Red Hat.
Agenda:
​5:00pm: Doors Open

* 5:30pm: Intro to vLLM & Project Update
* 5:50pm: Intro to torch.compile and How It Works with vLLM
* 6:20pm: Demo of Production Deployment of vLLM on AMD
* 6:50pm: Intro to Mamba SSM Architecture

7:10pm: Q&A and Open Discussion
7:30pm: Pizza and Networking 🍕 🤝

IBM Developer New York

Susan Malaika

Rui Li

Ferenc Szalma

Janine

Stan

Jeffrey Chan

Michael Dabbene

Srikanth Kondapaneni

DJ Patel

Christopher Lee

Darshak

d dan

Javits Arias

Asaru Siwazuri

Ritvik Vasantha Kumar

Adeel Arif

Rafaelito Docarmo

Shagun Majotra

Mateusz Staszkow

First NYC vLLM meetup - IBM 1 Madison Avenue - May 7, 2025

IBM 1 Madison Avenue

**Details**
IBM recently released GneissWeb, a large dataset yielding around 10 trillion tokens that caters to the data quality and quantity requirements of training Large Language Models. In this talk i will do a deep dive on the philosophy behind this dataset, where it stands w.r.t the other datasets out there, how to recreate it based on the tools IBM has open sourced and some performance figures with it. This talk will be a followup of the talk given by Shahrokh Daijavad of IBM in the month of March.

**Prerequisites**
This is a follow up to our March 6, 2025 session “Introducing GneissWeb - a state-of-the-art LLM pre-training dataset“:

* Check the [GitHub show notes](https://github.com/The-AI-Alliance/community/blob/main/events/office-hours/2025-03-06__gneissweb.md)
* Re-watch on [YouTube](https://www.youtube.com/watch?v=O3Bocouv5hs&list=PLx3IPY60uZ16yyAJZvdOUFJNJv3MU3Rmy&index=2)

**About the presenter**
Bishwaranjan Bhattacharjee ([LinkedIn](https://www.linkedin.com/in/bishwaranjan-bhattacharjee-7460855)), Senior Technical Staff Member and Master Inventor, IBM Research

**About the AI Alliance**
The [AI Alliance](https://thealliance.ai) is an international community of researchers, developers and organizational leaders committed to support and enhance open innovation across the AI technology landscape to accelerate progress, improve safety, security and trust in AI, and maximize benefits to people and society everywhere. Members of the AI Alliance believe that open innovation is essential to develop and achieve safe and responsible AI that benefit society rather than benefit a select few big players.

Gordan Kondev

Farzam

Alejandro Mantilla

[AI Alliance] GneissWeb: Preparing High Quality Data for LLMs at Scale

Greetings Analytics & AI Dreamers!

Get ready for another round of analytics inspiration at IBM TechXchange Switzerland - Analytics & AI Lounge 7.0! **AI Governance**
or **Analytics or Advanced AI Forecasting** is your topic?

**Even not yet being skilled in these topics or being an IBM client: COME and JOIN our community for learning and exchanging! In this release we show the latest and greatest developments in Analytics & AI.**

Since our last release we have two innovations:

* Starting one our later to be inline with your existing work & travel
* Adding a pure AI topic to the agenda

Join us for another round of thrilling discussions, mind-blowing insights, and an opportunity to connect with other data lovers. We promise an engaging experience where analytics enthusiasts come together to explore the depths of:

* **Hot topic 1: Whats new & optimized financial planning based on AI forecasting**
* **Hot topic 2: AI Governance – Why do we need AI governance (regulation) and how can we govern our AI Models**

**Lounge Logistics:**

* *Date:* May 15th, 2025
* *Time:* 4:45 PM - 7:30 PM (2x 45 minutes of analytics & AI excitement, followed by a delightful Apero)
* *Place:* IBM location, Vulkanstrasse 106, 8010 Zurich, 4th floor (registration 4:45 PM - 5:00 PM)
* *Format:* In-person
* ***MANDATORY***\*: please **register** also on the IBM page to plan the Apero\*: [here](https://www.ibm.com/events/reg/flow/ibm/9TNND6MB/landing/page/landing)

Don't miss this opportunity to increase your analytics & AI skills, share insights, and connect with like-minded professionals. Secure your spot now for an evening filled with laughter, learning, and a renewed appreciation for making numbers fun!

For those unable to attend, no worries! Simply drop us an email, and we'll promptly provide you with a recording of the session.
Mark your calendars, reserve your spot, and get ready for another round of analytics awesomeness. Let's make IBM TechXchange Switzerland - Analytics Lounge 7.0 even more spectacular than the first six!

Please use addit. this link [here](https://www.ibm.com/events/reg/flow/ibm/9TNND6MB/landing/page/landing) to register in parallel on the IBM-page.

See you there, ready to dream data once again!

The Journey to AI (Artificial Intelligence) @ Switzerland

Steffen Wittenauer

Charleen Englert

Christoph

Michael R.

Anler

Heng Zhang

Fernando Lafuente

Matthias

m.v.moor

Alessandro Lenzin

Pascal S

Sarah Swaney

Faff

Nick

Savvas Stampolloglou

sharmisocial01

IBM TechXchange Switzerland - Analytics & AI Lounge 7.0

IBM Switzerland AG

IBM Community

{networkName} doorzoeken

Groepen

{PRO_NETWORK_NAME} is op Meetup Pro met meer dan {PRO_MEMBER_COUNT} leden in {PRO_GROUP_COUNT} wereldwijde Meetups. Meetup Pro is de professionele tool voor de organisatie van en communicatie met een netwerk van gebruikers, partners, bijdragers en leden.

Being part of a community means collaborating, sharing knowledge, and supporting one another in our everyday challenges. Together, we can connect via face-to-face and virtual networking to empower one another to put smart to work. Learn more about the IBM Community and find your Community today: https://ibm.co/2DO6pMP

IBM Community

The IBM Community

IBM Community

Wie we zijn

IBM Community doorzoeken

Aankomende evenementen

Groepen