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Zero to Spark - BigBanyanTree Cluster Setup

Zero to Spark - BigBanyanTree Cluster Setup

This blog details the setup of an Apache Spark cluster in standalone mode for data engineering using Docker compose on a dedicated Hetzner server. It also covers the setup of other utilities such as Jupyterlab and Llama-3.1 8B LLM service.

Building a Local Arxiv Paper Search Engine

Building a Local Arxiv Paper Search Engine

Discover how our local search engine for academic papers streamlines research, providing quick and relevant results through advanced data processing and semantic search!

Leveraging AI for Financial Insights: From Data Fetching to Time Series Analysis

Leveraging AI for Financial Insights: From Data Fetching to Time Series Analysis

Performing financial analysis by automating data fetching, generating complex SQL queries and performing detailed time series analysis, turning raw financial data into actionable insights.

PharmAssist AI: Detailed Implementation and Advanced AI Integration - Part 3

PharmAssist AI: Detailed Implementation and Advanced AI Integration - Part 3

This installment dives into the technical implementation and sophisticated AI techniques that make PharmAssist AI a state-of-the-art tool for pharmaceutical research.

PharmAssist AI: Leveraging Extensive Datasets for Enhanced Pharmaceutical Research - Part 2

PharmAssist AI: Leveraging Extensive Datasets for Enhanced Pharmaceutical Research - Part 2

In this installment, we delve into the various datasets that form the backbone of PharmAssist AI, illustrating how these rich data sources are harnessed to provide comprehensive and accurate drug information.

PharmAssist AI: Revolutionizing Pharmaceutical Research with AI and RAG on FDA Open Medicine Dataset - Part 1

PharmAssist AI: Revolutionizing Pharmaceutical Research with AI and RAG on FDA Open Medicine Dataset - Part 1

PharmAssist AI, a groundbreaking application designed to streamline the learning and research workflow for pharmaceutical professionals and students.

Instructiong fine-tuning code LLMs - An overview

Instructiong fine-tuning code LLMs - An overview

In the ever-evolving landscape of software development, the quest for enhancing the coding capabilities of large language models (LLMs) has led to innovative methodologies for fine-tuning these models.