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AI-Driven Research Assistant: An advanced multi-agent system for automating complex research processes. Leveraging LangChain, OpenAI GPT, and LangGraph, this tool streamlines hypothesis generation,…
Align Anything: Training All-modality Model with Feedback
Full toolkit for running an AI agent service built with LangGraph, FastAPI and Streamlit
A seamless integration of Chainlit with LangGraph. Ideal for fast prototyping multi-LLM chatbot or AI agents.
ChatMCP is an AI chat client implementing the Model Context Protocol (MCP).
A Model Context Protocol (MCP) server that enables secure interaction with MySQL databases
🤖 Open-source GenBI AI Agent that empowers data-driven teams to chat with their data to generate Text-to-SQL, charts, spreadsheets, reports, and BI. 📈📊📋🧑💻
Simulating Human-like Daily Activities with Desire-driven Autonomy
Dify is an open-source LLM app development platform. Dify's intuitive interface combines AI workflow, RAG pipeline, agent capabilities, model management, observability features and more, letting yo…
APO is a one-stop observability platform combining OpenTelemetry with eBPF. Leveraging LLM capabilities to enable auto-pilot analyzing and troubleshooting 🚀.
This project aims to develop an interactive root cause analysis (RCA) system using Generative AI to understand and explain incidents in IT departments. . Generative AI can automate and enhance this…
IISc TalentSprint AI ML Ops Cohort 3 Group 7 Capstone Project - Anomaly detection and RCA from log file analysis using LogBERT and DeepLog
Replication of the Eadro Paper, without features of log data.
Generative AI enabled log analyzer helps support developer to debug production incident quicker through root cause analysis and remediation given by the tool.
This repository focuses on log analysis and anomaly detection - root cause analysis-. Skills: pytorch, tensorflow, transformer, huggingface, fastapi
Mystique Dashboard: An AI-powered tool for analyzing telecom network logs, detecting anomalies, summarizing insights, and identifying root causes with advanced visualizations and support bot features.
A MCP (model context protocol) server that gives the LLM access to and knowledge about relational databases like SQLite, Postgresql, MySQL & MariaDB, Oracle, and MS-SQL.
Repository contains Playwright Model Context Protocol to automate Browser and APIs
Model Context Protocol Servers
KAG is a logical form-guided reasoning and retrieval framework based on OpenSPG engine and LLMs. It is used to build logical reasoning and factual Q&A solutions for professional domain knowledge ba…
This advanced and complex project implements an AI-powered optimization system for 5G Open RAN networks. Using machine learning and deep learning, the system optimizes network performance by detect…
This advanced and complex project implements an AI-powered optimization system for 5G Open RAN networks. Using machine learning and deep learning, the system optimizes network performance by detect…
An O-RAN compliant xApp employing deep learning to detect 5G cellular network threats and anomalies
A deep learning toolkit for log-based anomaly detection
A machine learning toolkit for log-based anomaly detection [ISSRE'16]
A machine learning toolkit for log parsing [ICSE'19, DSN'16]