GenAI_LogAnalyzer

The Generative AI-powered Log Analyzer accelerates production incident debugging for support developers by swiftly analyzing raw log files, providing comprehensive root cause analysis, and suggesting effective remediation strategies. Its versatility makes it a natural fit within the IT support workflow of any organization. Additionally, it seamlessly integrates with popular IT operations management tools such as ServiceNow, serving as a powerful plugin to enhance incident resolution efficiency. With an estimated efficacy of 95% cost reduction and 90% time reduction in IT incident resolution, its impact is significant.

Prerequisites

Cloud Services: AWS Bedrock or AWS Sagemaker and AWS Cloud9

Interpreter: Python3

Libraries: boto3, LangChain, Streamlit

Steps to Run

1. Clone the repository: git clone https://github.com/mazumdarsoubhik/GenAI_LogAnalyzer.git'

2. Go to the directory: cd GenAI_LogAnalyzer

3. Create a new virtual environment, activate and install required libraries:

   a. python -m venv venv

   b. source venv/bin/activate

   c. pip install -r requirements.txt

4. Installing AWS prerequisites: python OneTimeExecution.py

5. Initiate the app: streamlit run streamlitUI.py

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