Usama Jamil

Different chunking approaches, such as fixed-size, recursive, semantic, and agentic chunking, are discussed, each with its own advantages.

December 9, 2024

Learn to construct a RAG-powered chatbot using Google Gemini models and MyScaleDB, including installing dependencies, preparing data, generating embeddings,etc.

October 4, 2024

Learn how MyScale enhances event data analysis with Apify to scrape and analyze Facebook event data, offering semantic search capabilities for better insights.

September 18, 2024

The RAG system contains two core components: the retriever and the generator. This article introduces how to evaluate these two components.

August 29, 2024

Build an AI agent using both a Query Engine Tool and a Function Tool of LlamaIndex to demonstrate how these tools can be integrated and utilized effectively.

August 20, 2024

Explore the pros and cons of prompt engineering, fine-tuning, and RAG to help you understand when and how to use these techniques effectively.

April 11, 2024

In this post, discover a comprehensive application designed to scrape event data from Facebook and analyze the scraped data using MyScale.

March 8, 2024

This article walks you through how to build a multi-modal image search application using a model from the Hugging Face library and MyScale.

February 23, 2024

In this blog, we'll discuss everything related to vector search, starting with the basic concepts and then moving on to more advanced techniques.

January 10, 2024

Explore MyScale from very basics, like creating tables and defining indexes, to advanced SQL vector search. Get to know why you should choose MyScale.

December 13, 2023

SQL vector databases blend the strengths of SQL and vector databases, providing a streamlined approach to storing and querying high-dimensional vectors through SQL.

November 29, 2023