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AI-Learning-Platform, a LLM-RAG pipeline which behaves like a guide and able to solve doubts. Deployed on-premise IBM ppc64le architecture. vLLM for model inference & Qdrant with Langchain for RAG Pipeline. Server written in django, postgres & cassandra as the sql & nosql databases.

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AI-Learning Platform

Documentation Status React.js Build and Release

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About

An intelligent learning platform powered by large language models and vector embeddings. The platform provides personalized AI-driven educational content with document processing capabilities and semantic search.

Tech Stack

  • Frontend: React, TypeScript, Vite
  • Backend: Django, Django REST Framework, PostgreSQL, Cassandra
  • ML Service: Ray Serve, vLLM, Qdrant (Vector DB)
  • Infrastructure: Docker, Docker Swarm

Documentation

  • This project uses mkdocs as the documentation service
  • serve the document
pip install mkdocs
pip install markdown-include
pip install mkdocstrings
mkdocs serve -a localhost:8001

About

AI-Learning-Platform, a LLM-RAG pipeline which behaves like a guide and able to solve doubts. Deployed on-premise IBM ppc64le architecture. vLLM for model inference & Qdrant with Langchain for RAG Pipeline. Server written in django, postgres & cassandra as the sql & nosql databases.

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