autonomoussystem.app
#Autonomous System | Applications
#Autonomous Haulage System
#AI System
#AI Unmanned System
#AI Traffic Control System
#AI Navigation System
#AI Ocean Research System
#AI Robotic Manufactoring System
#AI Airport Security System
#AI Healthcare System
#AI Production System
#AI Modelling System
#AI Software Development System
#AI Carbon Capture System
#AI Energy Strategy System
#AI Glacier Monitoring System
#AI Water Management System
#AI Building Construction System
#AI War Prediction System
#AI Energy Portfolio Management System
#AI Funding System
#AI Climate Change Migitation System
#AI RiskvAnalysis System
#AI Law Inforcement System
#AI Voting Prediction System
#AI Budgeting System
#AI Training System
#AI Learning System
#AI Wheather Forecast System
#AI Emergency System
#AI Assistance System
#Automated Warehouse Solution
#Autonomous Weapon Systems
#Energy Harvesting Encoders
#Wiegand Sensor
#Precision agriculture
#Vector database system | Approximate Nearest Neighbor (ANN) algoritm | Very large vector datasets (1B vectors) | Out of distribution (OOD): queries drawn from a different distribution than the indexed vectors | Hybrid in memory SSD solutions for vector database | Moderately sized datasets (10M vectors) | Sparse vector dataset: vectors high dimensional (roughly 30000 dimensions) few non zero coordinates | Serverless namespace: quota for namespaces per serverless index, physically partitioning records in an index, queries and operations limited to one namespace at a time, leading to faster response times and reduced costs
#Retrieval Augmented Generation (RAG) | Relevant info retrieved from knowledge base using input query | Vector database used to efficiently store and search for relevant documents | Retrieved information appended to original query and passed to LLM | LLM generates response based on augmented input | More coherent, consistent, and accurate text generated by LLM | Overcoming limitations of static training data in LLM models | Enhancing relevance and coherence by retrieving context specific knowledge | Technique for building more reliable and trustworthy generative AI systems
#SLAM | Simultaneous Localization and Mapping