M K Pavan KumarAdvanced RAG Solutions with Llama Deploy, Llama Workflows and Qdrant Hybrid SearchIn this article, I explore how to leverage the combined capabilities of Llama Deploy, Llama Workflows, and Qdrant’s Hybrid Search to build…Sep 10Sep 10
M K Pavan KumarinGoPenAIFrom Amazon to You: Custom AI Models for Alexa with LLM-RAG IntegrationIn this blog post, we dive into the exciting integration of Alexa with LLM-based RAG (Retrieval-Augmented Generation) technology. This…Aug 311Aug 311
M K Pavan KumarinTowards DevBuilding Resilient RAG Applications: A Guide to Guardrails and Semantic CachingIn the rapidly evolving landscape of Retrieval-Augmented Generation (RAG) systems, ensuring the accuracy and safety of generated content is…Aug 26Aug 26
M K Pavan KumarinGoPenAIUnveiling the Power of Mixture of Workflows for Financial Data InsightsIn an era where financial data is both abundant and complex, extracting meaningful insights from banking statements requires more than…Aug 191Aug 191
M K Pavan KumarinTowards DevAutomating Financial Workflows: A Deep Dive into LlamaIndex & Qdrant Powered AgentsAutomating financial analysis is essential in today’s fast-paced world. This article explores how LlamaIndex and Qdrant streamline…Aug 91Aug 91
M K Pavan KumarinStackademicPractical Implementation of Agentic RAG Workflows with Llama-Index and QdrantIn this article, we introduce “Terraform Assistant,” a cutting-edge workflow powered by Llama 3.1. This workflow demonstrates how to…Aug 2Aug 2
M K Pavan KumarCreating Custom Agentic Solutions with AskNews and FlowiseAIIn today’s digital age, the ability to create intelligent agents that can process and act on real-time data is increasingly valuable…Jul 311Jul 311
M K Pavan KumarAdvanced Realtime RAG with Llama-Agents, Qdrant, and KafkaIn today’s data-driven world, the ability to process and retrieve information in real-time is crucial. This article delves into Advanced…Jul 212Jul 212
M K Pavan KumarBuilding Robust LLM Applications for Production grade scale using LiteLLM.LiteLLM is an innovative proxy that simplifies the integration of various large language models (LLMs) into applications by providing a…Jul 12Jul 12
M K Pavan KumarinGoPenAIBuilding Smarter Agents using LlamaIndex Agents and Qdrant’s Hybrid SearchIn the evolving field of AI, creating smarter data retrieval systems is essential. This article explores using custom agents built with…Jul 6Jul 6