13 September 2024
In this article we explain different ways to split a long document into smaller chunks that can fit into your model's context window. LangChain has a number of built-in transformers that make it easy to split, combine, filter, and otherwise manipulate documents.
18 August 2024
RAG stands for Retrieval Augmented Generation. It enhances the large language models (LLMs) by integrating them with external data sources. This allows LLMs to generate more accurate and relevant responses by providing it with information from databases or knowledge bases, rather than relying on their pre-trained data.
10 July 2024
Here is the four metrics supported by Prometheus, along with their use cases and functions that can be used to query these metric types.
21 June 2024
Echo golang framework supports Prometheus Metrics middleware, but the middleware itself doesn't support authentication. We can use the basic authentication middleware to secure the metrics endpoint.
07 June 2024
Early returns is often employed to exit a function as soon as an exceptional or negative condition is met. It won't take much time when learning elixir to figure out that early returns are missing!
06 June 2024
Today I just finished migrating my personal website from WordPress to Jekyll after running it for over 10 years (since 2010). It was a long journey - first hosted on GoDaddy's shared hosting with PHP 5.3, then upgraded to PHP 5.6. I moved it to DigitalOcean to get on PHP 7, and about 3 years ago, shifted it to Google Cloud. Today, I updated the DNS to GitHub Pages and took down the Google Cloud Server.
01 May 2024
Python ships with an extensive set of data structures in its standard library. I will cover most of them in this guide.
01 December 2023
Supervised learning with scikit-learn is a popular approach for building predictive models based on labeled data. It involves splitting the data into training and testing sets, fitting a model on the training data, making predictions on the test data, and evaluating the model's performance.
02 January 2022
Ruby is a language of careful balance. Its creator, Yukihiro “Matz” Matsumoto, blended parts of his favorite languages (`Perl`, `Smalltalk`, `Eiffel`, `Ada`, and `Lisp`) to form a new language that balanced functional programming with imperative programming.
01 January 2022
Strangler Figs is a nightmare that lives on other tropical trees, stealing their soil nutrients, water, and even sunlight through a canopy of dense leaves and roots that twist around the host plant. Eventually, the fig's roots can completely encase the host, strangling its trunk and cutting off nutrient flow until it dies and rots away leaving just the hollow fig behind.
