Akash MathurinAWS in Plain EnglishDeploy a Serverless ML Inference using FastAPI, AWS Lambda, and API GatewayHarnessing the Power of Scalable Infrastructure for Seamless ML DeploymentFeb 173Feb 173
Akash MathurData Management in LlamaIndex🦙: Smart Tracking and Debugging of Document ChangesEfficient Document Tracing and Debugging of Document ChangesFeb 22Feb 22
Akash MathurAdvanced RAG: Query Augmentation for Next-Level Search using LlamaIndex🦙Using Open Source LLM Zephyr-7b-alpha and BGE Embeddings bge-large-en-v1.5Jan 183Jan 183
Akash MathurAdvanced RAG: Enhancing Retrieval Efficiency through Evaluating Reranker Models using LlamaIndex🦙Refining Retrieval: Evaluating Reranker Models for Enhanced EfficiencyDec 28, 20232Dec 28, 20232
Akash MathurAdvanced RAG: Optimizing Retrieval with Additional Context & MetaData using LlamaIndex🦙Parent-child document retrieval with metadata extraction using ZephyrDec 23, 20235Dec 23, 20235
Akash MathurElevating Mistral-7B’s Performance through QLoRARefining Mistral-7B via QLoRA for Diverse ApplicationsDec 15, 2023Dec 15, 2023
Akash MathurVector Database vs. Indexing- Path to Efficient Data HandlingA Comparative Dive into Database vs. Indexing for Seamless Data MasteryDec 10, 20231Dec 10, 20231
Akash MathurComprehensive Guide to Customize your Llama2 ChatBot with LlamaIndex and StreamlitEmpower Your Conversations: Customizing Your Llama2 Chatbot with LlamaIndex and StreamlitNov 28, 20231Nov 28, 20231
Akash MathurinAWS in Plain EnglishBig Data Processing Using Distributed Maps and AWS Step FunctionsHarnessing Distributed Maps and AWS Step FunctionsNov 11, 2023Nov 11, 2023
Akash MathurinAWS in Plain EnglishUnlocking FAISS for Efficient Search: Vector Indexing and ANN with Serverless ArchitectureDeciphering FAISS, Vector Indexing and ANN for Efficient SearchNov 5, 20231Nov 5, 20231
