Name: Transforming Search Experience with Vector & RAG
Start: 2024-05-15T17:00:00.000Z
End: 2024-05-15T20:00:00.000Z
Location: 55 King William St

Vector databases have significantly evolved with the integration of transformer architectures, enhancing the capabilities of semantic search through vectors. **Couchbase's Vector Search offering empowers customers to harness this advanced technology for application data, whether hosted on cloud platforms or on-premise installations**.

In this presentation, our speaker will delineate the fundamental concepts of vector data, the process of embedding data, and explore the diverse applications our customers pursue using Vector Search. The session will feature practical demonstrations starting with easily comprehensible low-dimensional embeddings, progressing to the more complex high-dimensional embeddings prevalent in generative AI technologies. Attendees will gain firsthand insight into the process of embedding or vectorizing documents, inserting them into Couchbase clusters, and querying the data to locate semantically similar entries.

Additionally, our speaker will highlight the innovative enhancements slated for the forthcoming update of this product, which originally went GA in mid-March. **This talk is a must-attend for those eager to understand the revolutionary impact of integrating AI into application development, aiming to heighten accuracy and efficiency**.

Couchbase New York

Couchbase

The Power of Couchbase Vector Search

Online event

Come and join us for this in-person event in Bengaluru where we will demonstrate awesome features of Capella for database architects , developers and admins and how they can leverage SQL++ to build innovative and intuitive apps.

**Agenda**:

1. Welcome Message
2. Vector search on the edge with Couchbase Lite
3. RAG with Vector search & Couchbase
4. Leverage AKS for deploying Couchbase Server
5. Refreshments and networking

**Speakers**:

1. Shivay Lamba, Developer Evangelist
2. Lokesh Goel, Software Engineer
3. Aseem Shaikh, Solutions Engineer

\-\-\-\-\-

**Kindly take a note of the following Visitor Procedures:**

* Visitors are requested to park their vehicles only at designated parking area as directed by the team and as per availability only.
* Yellow board vehicles are not permitted to park inside the premises.
* All visitors need to obtain “Visitors Badge” by verifying their government id like Aadhar card, Driving license or any other suitable Govt id at respective building reception and need to be escorted throughout their stay in Microsoft premises.
* Visitors should return the temporary visitor pass to the receptionist at the end of their visit. Visitors must abide by the "No Photography" & "No Smoking" policies on Microsoft premises

Couchbase Bangalore

Shivay Lamba

Saroj

Vector Search, AI and deployments with Couchbase

Microsoft Reactor Bengaluru

**Exited to invite you to our exclusive Couchbase Cache & Cocktails networking event.**

**Are you attending the AWS Summit in Berlin and want a tasty drink the evening before?** Or simply fancy an exciting evening, we look forward to meeting you! Meet the Couchbase team in person and network over a cocktail in a great bar.

* **Date: May 14, 2024**
* **Time: 6 - 8.30 p.m.**
* **Location: Galander Haifischbar, [Arndtstraße 25, 10965 Berlin](https://www.google.com/maps/place//data=!4m2!3m1!1s0x47a850278fcbd65b:0xa3e899aaf651c941?sa=X&ved=1t:8290&ictx=111)**

**[REGISTER NOW HERE](https://events.couchbase.com/couchbasecacheandcocktailsberlin)**

**Cloud Database Platform for Modern Applications**
Couchbase simplifies the development, deployment, and management of modern apps. With Capella, the cloud database platform, companies can quickly and cost-effectively create always-on apps to deliver first-class customer experiences.

This event offers you a relaxed atmosphere to exchange ideas about the potential of NoSQL databases. Take the opportunity to expand your knowledge and register now.

***#GuaranteedPowerPointFree ;-)***

Your Couchbase Team

Couchbase Berlin

Julia Velde

Oliver Wilps

Marina

Couchbase Cache & Cocktails @ Haifischbar BERLIN

Galander Haifischbar

As users we are using search all the time!
It has transformed our interactions from the OG Google search box to Spotify, to filterable search experience in shops, automatic recommendation in VOD or even voice assistants.

LLMs, Vector databases and new frameworks like Langchain or LlamaIndex can help refine that search, making it smarter, adapted to our users. It helps having better results with a similar or more natural experience.

In this meetup we will discuss the emerging landscape in Vector Search, talk about possible use cases, and show you how you can take an existing search box or form, and make it smarter. While it might seem daunting, like a big transformation, we will see it's actually simple, and more like a quick upgrade than a Rewrite Everything situation.

Agenda:
\- 6pm to 6:30pm: Attendees Arrival & Networking
\- 6:30pm to 6:45pm: Vector Search Market trend \(User expectations/experiences/retentions\, challenges\, tools available\, difference between dedicated vs\. integrated solutions\)
\- 6:45pm to 7pm: Vector Search Use cases
\- 7pm to 7:15pm: Introduction to Couchbase Search features\, from Full\-Text to Semantic to Hybrid search
\- 7:15pm to 7:30pm: Demo Couchbase Vector Search\, upgrading from Full\-Text to Hybrid search
\- 7:30pm til end: Q&A \+ Networking with peers

Food & Drinks will be provided by Couchbase!

**PLEASE SIGN UP WITH YOUR FULL NAME, JOB TITLE AND COMPANY, AS WE WILL PRINT NAME TAGS AND WILL BE RUNNING A RAFFLE AT THE END OF THE PRESENTATION - THANK YOU!**

Couchbase London

Yann Raudet

Goncalo Moraes

Luis Martinho

Transforming Search Experience with Vector & RAG

55 King William St

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Capella, our database-as-a-service, is the easiest and fastest way to begin with Couchbase. Our distributed, multi-model, NoSQL database is for applications that need high-performance storage, replication, and synchronization of data from the cloud, through to offline-first mobile devices. For developers, it delivers the flexibility of a document database with the familiarity of a relational database. Data is stored in JSON, structured the same way as in your code, and queried using SQL. Ten SDKs support your favorite programming language. You can also access data via super fast key-value API and Capella has built in services for full-text search, analytics, and eventing. Many of the world’s largest enterprises rely on Couchbase to power the core applications their businesses depend on.

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