{"repo":"KGupta171025/KALKI-1.5","free":true,"listed":false,"github":"https://github.com/KGupta171025/KALKI-1.5","clone":"git clone https://github.com/KGupta171025/KALKI-1.5.git","description":"KALKI AI (Krishna Artificial Lattice Keystone Intelligence) is an Enterprise Intelligence Operating System (IOS) combining LLMs, VLMs, autonomous multi-agents, hybrid RAG, and defensive cybersecurity.","language":"Python","stars":10,"topics":["artificial-intelligence","docker","fastapi","mcp","multi-agent-systems","nextjs","retrieval-augmented-generation","cybersecurity-defensive"],"license":"MIT","category":"ai-agents","readme_excerpt":"KALKI AI — Krishna Artificial Lattice Keystone Intelligence Next-Generation Enterprise Intelligence Operating System (IOS) --- 🌟 Executive Summary KALKI AI ( Krishna Artificial Lattice Keystone Intelligence ) is a next-generation, unified artificial intelligence ecosystem engineered to operate as a full Intelligence Operating System (IOS) . Designed for cloud, desktop, mobile, smartwatch, and edge IoT devices, KALKI AI brings together Large Language Models (LLMs), Vision-Language Models (VLMs), Small Language Models (SLMs), Mixture-of-Experts (MoE) task routing, multi-agent orchestration (via Model Context Protocol and Agent-to-Agent IPC), hybrid RAG search, hierarchical memory, and defensive cybersecurity safeguards. --- 🏗️ 7-Layer System Architecture Blueprint --- 🚀 Key Features & Capabilities - Ultra-Fast Performance : End-to-end response latency budget targeted under <500ms , with hybrid RAG retrieval <200ms . - Autonomous Multi-Agent Orchestration : Specialized Planner, Research, Memory, Executor, Validator, and Security agents communicating via MCP and A2A . - Hierarchical Memory System : Short-term context, Long-term user preferences, Semantic embeddings, Episodic history, and Procedural DAG patterns. - Hybrid RAG Engine : Reciprocal Rank Fusion (RRF) combining dense vector search and BM25 sparse keyword indexing with Cross-Encoder re-ranking. - Defensive Cybersecurity : Built-in security audit tools, SAST/DAST compliance reporting, anomaly detection, and strict saf","default_branch":null,"files":null,"tree":[],"storefront":"/r/KGupta171025","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/KGupta171025/KALKI-1.5/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}