Skip to content

Welcome to Project Documentation

This documentation covers the implementation of multimodal graph storage and retrieval, semantic search using FAISS, Neo4j, Ollama, and the Django integration.

For full MkDocs documentation, visit mkdocs.org.

Table of Contents

Getting Started

  • Django Integration – Setting up the Django app and integrating semantic search.
  • FAISS – Using FAISS for vector search on product embeddings.
  • Neo4j – Multimodal graph storage and BFS-based node retrieval.
  • Ollama – Querying BFS nodes with natural language using Ollama.
  • Challenges & Mini Projects – Notes on challenges, mini-projects, and experiments.

Project Layout

aa