Simon Mwaniki

1 Table = 1000 Words? Foundation Models for Tabular Data

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1 Table = 1000 Words? Foundation Models for Tabular Data

TableGPT2 automates tabular data insights, overcoming schema variability, while Milvus accelerates vector search for efficient, scalable decision-making.

Mar 17, 202513 min read
Everything You Need to Know About LLM Guardrails

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Everything You Need to Know About LLM Guardrails

In this blog, we'll examine LLM guardrails, technical systems, and processes designed to ensure LLMs' safe and reliable operation.

Feb 17, 202515 min read
What is Voyager?

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What is Voyager?

Voyager is an Approximate Nearest Neighbor (ANN) search library optimized for high-dimensional vector data.

Dec 19, 20248 min read
What is ScaNN (Scalable Nearest Neighbors)?

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What is ScaNN (Scalable Nearest Neighbors)?

ScaNN is an open-source library developed by Google for fast, approximate nearest neighbor searches in large-scale datasets.

Nov 18, 202411 min read
Getting Started with ScaNN

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Getting Started with ScaNN

Google’s ScaNN is a library for ANNS. This guide walks you you through implementing ScaNN and demonstrate how to integrate it with Milvus.

Nov 17, 20248 min read
Industrial Problem-Solving through Domain-Specific Models and Agentic AI: A Semiconductor Manufacturing Case Study

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Industrial Problem-Solving through Domain-Specific Models and Agentic AI: A Semiconductor Manufacturing Case Study

Exploring how domain-specific models and agentic AI systems can capture, share, and apply specialized knowledge for problem-solving in the semiconductor manufacturing industry.

Oct 09, 202413 min read
How to Load Test an LLM API with Gatling

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How to Load Test an LLM API with Gatling

Load testing simulates real-world traffic to evaluate your API's performance under different conditions. Learn how to load-test LLM or RAG apps with Gatling.

Sep 09, 202411 min read