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…5d ago5d ago
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
M K Pavan KumarinStackademicQuantization Techniques in Vector Embeddings — Practical ApproachIn the realm of data processing and machine learning, the sheer volume of data often presents significant challenges, particularly…Jun 2Jun 2
M K Pavan KumarinTowards DevBuilding Neural Search Pipelines with Azure and Qdrant: A Step-by-Step Guide (Part-2)In this article, we will transition from theory to practice, focusing on the implementation details. This hands-on guide will walk you…May 311May 311
M K Pavan KumarinTowards DevBuilding Neural Search Pipelines with Azure and Qdrant: A Step-by-Step Guide (Part-1)In today’s data-driven world, the ability to efficiently manage and search through large volumes of data is critical. Traditional search…May 29May 29
M K Pavan KumarinTowards DevProduction ready Secure and Powerful AI Implementations with Azure ServicesThis article illuminates various Azure services that enhance application security and robustness. It fully leverages essential Azure…May 211May 211