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TOPIC 5 - Local AI Knowledge Assistant for entervo Support and Training

Scheidt & Bachmann

StageSur site4 à 6 moisDate limite : 22 déc. 2025
AI & AutomationIA / NLPretrieval augmented generationSemantic SearchFrontend (React.js)Backend Development (Python, Node.js)AI / Machine Learning (scikit-learn, PyTorch)TensorFlowData/Knowledge management

Postuler

Description

Create a local AI assistant trained on internal documentation (ServiceNow KB, Confluence, internal guides) to support incident resolution and team training while ensuring data privacy.

Scope:

  • Aggregate and store relevant docs in a centralized repository
  • Train and serve a local NLP model (no external data sharing)
  • Provide instant answers, troubleshooting, and best-practice suggestions
  • Build e-learning modules with quizzes and AI-driven assessments
  • Onboarding helper to recommend docs and training paths by role
  • Semantic search and summarization across KB articles

Expected outcomes: Faster resolutions, improved onboarding, centralized searchable KB, consistent support quality.

Technologies: TensorFlow, PyTorch, Hugging Face, GPT4All, LangChain, PostgreSQL/MySQL, Frontend (React), Backend (Python Flask/Django). Main domain: AI / NLP Profile: Data / AI