Learn Vector Database in 10 Mins - Hottest AI Apps DB!

Welcome to our YouTube video on "Vector Database Explained - The hottest new DB in AI Apps." In this video, we'll dive deep into what Vector Database is and how it is transforming the world of artificial intelligence applications.

First, we'll introduce Vector Database and explain how it differs from traditional databases, particularly in its ability to handle high-dimensional and sparse data with lightning-fast performance.

Next, we'll explore the many use cases of Vector Database in various industries. We'll also highlight some of the Vector Database Examples.

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[ishikagarg]

Very well explained. Thank you for the explanation

[AIEverLife]

As usual my day starts with your videos for the 3rd month already. Love you and your content bud ! Abdul, my recommendation is to get a series established on vector DB. few quick thoughts... Hands on demos, comparisons of Vector DB, why some are paid and some are free? What is a Graph based Vector DB?

[Jalabulajunx]

Great video, hope this channel blows up.

[MinuteFlipDoc]

perfect length and perfect content. adding on to another commentor - would like a 10 min video on a deeper dive on how to maintain history/memory. (is a sql db ok?, is it faster/better to re-calc the vector indices with the new information?, is a locally stored vector db with history best?)

[henkhbit]

Hopefully the current open source vdb Will remain open and free…

[christopherchilton-smith]

How realistic is it to maintain a local vector database to extend the memory of just a single model like one of the quantized Vicunas?

[greendsnow]

I chose Qdrant for my vector database. You can store a lot and it's faster than others.

[MM-vxgo]

Great explanation and context simplified

[anandakumard]

@1littlecoder Is it possible to get aggregated values from vector databases?

[jorbinr]

Very well explained. Keep sharing more such videos.

[ussama]

Can you suggest some project that is based on the process flow diagram in the start

[abduallahmustafa]

that a basic can you go in more detail. their structure. type, how to store them in GCP, AWS?

[tradingwithwill]

I’ve been having trouble with errors trying to query the vector store like chroma.not sure what I’m doing wrong.

[vivaldez]

🎯 Key Takeaways for quick navigation:

00:12 💡 Una base de datos vectorial, diferente a las bases de datos SQL clásicas, se utiliza a menudo en la construcción de aplicaciones de inteligencia artificial.
00:40 🎯 La base de datos vectorial tiene tres ventajas principales: nos ayuda a entender qué es, cuál es su ventaja y cómo se sitúa en el panorama actual de las bases de datos.
01:21 📅 Los modelos de lenguaje grandes tienen datos "congelados" en un período de tiempo específico. Para utilizar estos modelos con datos actuales, se necesita una base de datos, y aquí es donde entra la base de datos vectorial.
01:49 🧮 Una base de datos vectorial almacena datos como vectores de alta dimensión, que son representaciones matemáticas de características o atributos de los datos.
03:11 🚀 La ventaja principal de una base de datos vectorial es que permite una búsqueda y recuperación de datos rápida y precisa basada en la distancia o similitud vectorial.
04:33 🔍 Las bases de datos vectoriales pueden utilizarse para encontrar imágenes, documentos o productos similares basándose en estilo visual, contenido, contexto, tema, sentimiento, calificaciones y características.
05:14 📊 Para realizar una búsqueda de similitud en una base de datos vectorial, es necesario utilizar un vector de consulta que representa la información o criterios deseados.
06:37 💼 Las bases de datos vectoriales son necesarias para los modelos de lenguaje grandes para mejorar la precisión factual, proporcionar información relevante y más actual, y tener un sistema de recuperación de memoria a largo plazo.
07:48 📊 Algunas bases de datos vectoriales populares incluyen Pinecone, VV y ChromaDV, las cuales han recibido una gran cantidad de financiación recientemente.
09:08 💻 La creación de una base de datos vectorial no requiere una gran cantidad de cálculos y puede controlarse fácilmente, lo que atrae a muchos inversores.

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[dingding]

Why can't dbs like Postgres and mongodb have these features

[krissihoffmann]

is it also possible to create a vector database locally? Or are there vector databases that are free to use?

[sethitsseth]

Are you asserting that vector DB and not the underlying embedding algo is the cause of hallucinations? Is the vector data a 1:1 for original source? Can the original data retrieved be identical to the original? I honestly dont know and am teyjng to clarify to further my knowledge.

[smart-sgcs]

hello ur videos are really helpful and ur knowledge seems great on the topic of Ai
i am trying to get on touch with you and have send u a mesaage on twitter also
i am a non tech guy and want to know are u open for projects as i am trying to het my application build based on LLm
pl let me know how to contact
and