faiss-index

Multi-DB RAG translation agent — FAISS translation memory, glossary, and ChromaDB style retrieval, orchestrated with a LangGraph router/critic loop. ENGLISH - SPANISH - FRENCH

Multimodal conversational AI for e-commerce product search

Teaching Assistant Discourse responder for IITM BS TDS course 🚀

RAG pipeline using Wikipedia, FAISS vector search, HuggingFace sentence embeddings, LangChain, and Groq LLM for interactive AI/ML question answering.

Hybrid information retrieval system over ~45,000 CORD-19 research papers. Combines classical IR (inverted index, TF-IDF, field-weighted ranking, boolean/phrase search) with semantic search (GloVe + FAISS), served via a FastAPI backend and React + TypeScript frontend.

A benchmarking pipeline for computer vision datasets on HuggingFace. Evaluates dataset quality across structural, embedding-based, and diversity metrics with UMAP visualizations of the embedding space. Designed to be task-agnostic across various vision datasets. Built for reproducible evaluation with SLURM support for GPU clusters.