{"repo":"SaiNivedh26/team-thala","free":true,"listed":false,"github":"https://github.com/SaiNivedh26/team-thala","clone":"git clone https://github.com/SaiNivedh26/team-thala.git","description":"Thala is an Intelligent incident management system for automated detection, classification, and resolution tracking. this is an efficient tool that integrates with existing developer ecosystem {Winner : SuperHack 2025} 😉","language":"Python","stars":19,"topics":["apache-kafka","beautifulsoup4","bedrock","elasticsearch","flask","gradle","huggingface-transformers","jira","lambda","msk"],"license":null,"category":"data-pipelines","readme_excerpt":"Agent Thala Read our slides : here you go, it hardly takes 2 mins THALA Intelligent incident management system for automated detection, classification, and resolution tracking. About The Project • Architecture • Key Features • Quick Start • Usage • API Endpoints For Any Support Zoho Workspace Support -------------------------------------------------------------------------------- About The Project Thala is an intelligent incident management system that automatically: - Detects incidents from Slack messages, Jira tickets, and emails - Classifies & predicts severity, category, and likelihood using agent - Tracks resolutions and links them to original incidents - Searches similar past incidents using semantic similarity - Extracts text from image attachments using AWS Textract Architecture Data Flow 1. Ingestion : Slack/Jira/Email → Connectors → Kafka 2. Classification : Llama 3.3 70b LLM classifies messages (incident, resolution, discussion, unrelated) 3. Prediction : AWS Bedrock (llama-3.3-70b) agent predicts category & severity 4. Attachment Processing : Images → S3 → Textract → Extracted text → Context 5. Storage : Flask API → Elasticsearch (with embeddings for semantic search) 6. Resolution Tracking : Links resolution messages to original incidents 7. UI : Slack bot commands (/thala latest issue, /thala search) Key Features 1. Intelligent Classification - Uses LLM from AWS Bedrock (llama-3.3-70b) to classify messages semantically - No keyword matching - pure agent understan","default_branch":null,"files":null,"tree":[],"storefront":"/r/SaiNivedh26","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/SaiNivedh26/team-thala/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."}