mongodb

✨ Experience the enchantment of Story Blocks: an open-source project merging AI text generation and image synthesis to create captivating video narratives. 📚🎥 Watch as your text prompts come to life with stunning visuals, exploring new frontiers in storytelling!

This code is an implementation of a chatbot using LLM chat model API and Langchain.

Natural language querying allows users to interact with databases more intuitively and efficiently. By leveraging the power of LangChain, SQL Agents, and OpenAI’s Large Language Models (LLMs) like GPT, we have created an application that enable users to query databases using NLP

About Full stack, modern multi-tenancy web template. Using FastAPI, React, MongoDB, Beanie ODM, Docker, Helm and more.

👨🏻‍💻 Meet Lumina – my personal AI assistant powered by hybrid RAG with Pinecone vector search and Neo4j graph traversal, Google AI, LangChain, and an MCP server with 30+ tools. Features real-time streaming, conversation branching, and a multi-agent agentic AI pipeline for intelligent, grounded responses with inline citations.

An interactive RAG agent built with LangChain and MongoDB Atlas. Manage your knowledge base, switch embedding models, and tune retrieval parameters on-the-fly through a conversational interface.

A modular backend framework for building AI chat applications powered by large language models (LLMs)

This is an encrypted Angular 21 PWA messenger application with an AI friend that can work offline and has a reactive Spring Boot 3 backend with a MongoDB to store the messages in a clean architecture. With a Kubernetes setup. Structurizr is used for C4 diagrams.

🏠 An AI real estate app featuring secure auth, conversation management, & personalized property recommendations. Powered by Agentic AI, RAG (w/ Pinecone), GraphRAG (w/ Neo4j), MCP, kNN, K‑Means Clustering, CoT, LangGraph, and a Mixture‑of‑Experts ensemble to deliver accurate, effective, and scalable AI insights. Also features a VS Code extension!

A streamlined platform for efficient resume-job matching using advanced NLP techniques and a user-friendly web interface, built with Flask and MongoDB.

wrapper for multiple linkml storage engines

AstorAI is a user-friendly medical chatbot powered by Retrieval-Augmented Generation (RAG) and the advanced LLama 3 model. It offers real-time, accurate responses to a wide range of medical queries, ensuring privacy and security in every interaction. Designed for ease of use, AstorAI provides reliable health information on various topics 24/7.

It allows users to query databases using natural language and receive results as SQL code and beautiful visualizations.

Multi-User Chatbot with Langchain and Pinecone in Next.JS

A novel approach for security and user experience of Graphical Password Authentication.

AI YouTube Video Chat application, to ask questions to a YouTube video bot and get answers.

A personal AI knowledge assistant powered by RAG, semantic search, and document understanding for context-aware answers.