Category «Architecture»

Scalable Multi threaded Frameworks for AI

List of popular frameworks and libraries designed for building multi-threaded and scalable AI applications, focusing on distributed computing, parallel processing, and performance optimization: 1. Ray Description: An open-source framework for building distributed applications, particularly for machine learning and reinforcement learning. Ray simplifies parallel and distributed computing in Python. Key Features: Task parallelism and distributed execution. …

Data Modelling

Data modeling techniques are methods used to define and structure data in a way that ensures consistency, accuracy, and efficiency when creating a database or analyzing data. These techniques vary depending on the complexity of the data and the specific use case. Below are some key data modeling techniques: 1. Conceptual Data Model Purpose: High-level …

LangChain

LangChain is a framework designed to help develop applications that leverage the power of large language models (LLMs) for a variety of use cases. It is used to build complex LLM-powered applications like chatbots, intelligent document processing tools, autonomous agents, etc. The main components of LangChain include: . LLMs (Large Language Models) Models: LangChain supports …

Twitter

Twitter is an American microblogging and social networking service on which users post and interact with messages known as “tweets”. Registered users can post, like, and retweet tweets, but unregistered users can only read them. Let’s talk about the architecture of Twitter, it is microservice architecture. Before deep-diving into the architecture have a look into …