What AI agent model i can use to do orientation to trainees? what work flow and technology stack and algorithms can be used. Please guide me
You can use already available AI onboarding tools instead of building from scratch. Commonly used platforms include Leena AI, Microsoft Copilot Studio (Teams bots), Workday, SAP SuccessFactors, and LMS tools like TalentLMS or Docebo. These provide chatbots, guided onboarding, and automated orientation workflows.
If you want to build your own system, you can use an LLM-based conversational AI agent with a workflow like:
Knowledge base → AI chatbot using RAG → trainee interaction → progress tracking.
Typical tech stack includes Python, LangChain or LlamaIndex, vector databases (FAISS/Pinecone), and a simple UI using Streamlit or React. Main techniques include NLP, embeddings, semantic search, and Retrieval-Augmented Generation (RAG).