Tech Blog

Conversational AI, Generative AI, Retrieval Augmented Generation, and more.

Building AI Assistant for FRAGMENT

AI Assistant with RAG to help you answer queries related to FRAGMENT (API, SDKs, etc.).
Conversational AI
Generative AI
Backend
AWS
RAG
Pinecone
LangChain

Kublos: Human-centric Monitoring of Distributed Systems using GenAI and LLMs

Conceptual overview of Kublos: an orchestration of AI-powered services for human-centric monitoring of distributed systems like Kubernetes
Frontend
Backend
Data Streaming

Plamatio: Frontend, Backend, and Everything in Between for Production-Scale E-Commerce.

A production-quality e-commerce platform with a scalable distributed backend (Go, PostgreSQL), efficient frontend (Next.js, Redux, TypeScript), and real-time data streaming (Apache Kafka) for analytics and observability.
Frontend
Backend
Data Streaming

Production-ready chatbot on your data in under 10 minutes using QvikChat

Build a chatbot that can answer questions on your data, with support for continuing conversations using chat history and caching responses to frequent queries, all in under ten minutes! 💬
artificial intelligence
conversational ai
generative ai
rag
chatbot
qvikchat

Deep Learning Applied to Textual Data

Multi-class classification empirical study using real textual data
coding project
deep learning
artificial intelligence
machine learning
natural language processing

Multimodality powered by Vector Embeddings

A quick visual primer on how a basic data structure like vectors enables multimodality in machine learning
artificial intelligence
machine learning
deep learning

PDF-GPT: LlamaIndex + Open AI + Pinecone + Fast API

Highly optimized content-aware chatbot to query PDF files using embeddings and chat completion APIs of Open AI
coding project
artificial intelligence
machine learning
natural language processing

Latest Trends: ML for Malware and Ransomware Detection

A look at how ML and AI techniques are revolutionizing malware and ransomware detection, enhancing cybersecurity defenses for a safer digital future.
artificial intelligence
machine learning
deep learning
cybersecurity

Under-the-hood: Neural Network

An under-the-hood look at what happens in an artificial neural network
artificial intelligence
machine learning
deep learning
under-the-hood

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