{"repo":"call518/LogSentinelAI","free":true,"listed":false,"github":"https://github.com/call518/LogSentinelAI","clone":"git clone https://github.com/call518/LogSentinelAI.git","description":"LLM-powered security log analyzer: detect threats & anomalies with zero regex — just declare a Pydantic schema. Real-time Telegram alerts, SIEM-ready with Elasticsearch/Kibana. Supports OpenAI, Ollama, vLLM.","language":"Python","stars":61,"topics":["ai","elasticsearch","kibana","llm","monitoring","realtime","security","ollama","structured-output","vllm"],"license":"MIT","category":"ai-agents","readme_excerpt":"LogSentinelAI — AI Log Analyzer Declarative LLM-Based Log Analyzer for Security Events, System Errors, and Anomalies Benefits : Transform unstructured logs into structured security intelligence by simply defining a Pydantic model—the LLM automatically extracts and validates data without manual parsing or regex rules. Keywords : AI log analysis • cybersecurity automation • SIEM integration • threat detection • DevSecOps • log monitoring • security intelligence • anomaly detection LogSentinelAI is an AI-powered cybersecurity tool that leverages LLM with Declarative Extraction to analyze security events, anomalies, and errors from various logs including Apache, Linux, and converts them into structured data for SIEM integration with Elasticsearch/Kibana. This DevSecOps automation solution enables real-time threat detection and security monitoring by simply declaring your desired result structure as a Pydantic class, and the AI automatically analyzes logs to return JSON matching that schema. No complex parsing or regex rules required. --- Architecture & Internal (DeepWiki) --- Installation & Usage Guide Requirements : Python 3.11 or 3.12 (Python 3.13+ not supported due to dependency compatibility) For installation, environment setup, CLI usage, Elasticsearch/Kibana integration, and all practical guides for LogSentinelAI, please refer to the installation documentation below. Go to Installation and Usage Guide: INSTALL-and-USAGE.md ⚡️ For additional inquiries, please use GitHub Issu","default_branch":null,"files":null,"tree":[],"storefront":"/r/call518","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/call518/LogSentinelAI/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."}