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…4d ago4d ago
M K Pavan KumarPractical 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
M K Pavan KumarinTowards DevConversational Media Platform: Chatting with Podcasts and Videos using OpenAI, Qdrant and Gemma2In the digital age, our Conversational Media Platform revolutionizes how you engage with podcasts and videos. By using OpenAI Whisper for…Jun 281Jun 281
M K Pavan KumarinGoPenAIEffortless No Code RAG Workflows for Financial Documents: Implementing Embedding Cache and Chat…In the rapidly evolving landscape of financial data analysis, harnessing the power of advanced technologies without the need for extensive…Jun 221Jun 221
M K Pavan KumarinStackademicBuilding a Multi-Document ReAct Agent for Financial Analysis using LlamaIndex and QdrantThe Architecture:Jun 162Jun 162
M K Pavan KumarinGoPenAIHarnessing AI at the Edge: Building a RAG System with Ollama, Qdrant and Raspberry PiLeveraging the compact and cost-effective Raspberry Pi to host embedding models , vector database and language models (LLM) for a…Jun 92Jun 92