https://github.com/sai-chakradhar-mahendrakar/soc-analyst-automation-using-rag-model
SOC Analyst Automation using a RAG model integrates a knowledge retrieval system with generative AI to automate SOC Level-1 tasks. It processes server logs, retrieves relevant security insights, and generates accurate responses, enhancing incident analysis, reducing response times, and improving efficiency in handling cybersecurity threats through
https://github.com/sai-chakradhar-mahendrakar/soc-analyst-automation-using-rag-model
ai automation fastapi full-stack llama3-1 log-analysis logging ml mlops nomic-embed-text python rag rag-chatbot reactjs soc-analyst visualization
Last synced: about 1 month ago
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SOC Analyst Automation using a RAG model integrates a knowledge retrieval system with generative AI to automate SOC Level-1 tasks. It processes server logs, retrieves relevant security insights, and generates accurate responses, enhancing incident analysis, reducing response times, and improving efficiency in handling cybersecurity threats through
- Host: GitHub
- URL: https://github.com/sai-chakradhar-mahendrakar/soc-analyst-automation-using-rag-model
- Owner: Sai-Chakradhar-Mahendrakar
- License: mit
- Created: 2024-11-24T01:35:52.000Z (6 months ago)
- Default Branch: main
- Last Pushed: 2025-02-09T04:10:08.000Z (3 months ago)
- Last Synced: 2025-02-09T05:19:27.980Z (3 months ago)
- Topics: ai, automation, fastapi, full-stack, llama3-1, log-analysis, logging, ml, mlops, nomic-embed-text, python, rag, rag-chatbot, reactjs, soc-analyst, visualization
- Language: JavaScript
- Homepage:
- Size: 3.77 MB
- Stars: 1
- Watchers: 1
- Forks: 2
- Open Issues: 1
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Metadata Files:
- Readme: README.md
- License: LICENSE