genai

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.

Composable Python framework for LLM agent workflows focused on simplicity and developer experience. We ❤️ OSS.

A TypeScript client for running flows via the Langflow API

PromptGuard is a single-file AI security platform that scans user prompts in real-time and classifies them as SAFE, SUSPICIOUS, or DANGEROUS.

Provides a simple way to manage prompts for a generative AI system.

This hands-on lab walks you through a step-by-step approach to efficiently serving and fine-tuning large-scale Korean models on AWS infrastructure.

Automate the creation of soccer match highlights with the power of Generative AI and AWS. This solution leverages AWS Bedrock (Anthropic’s Claude 3 Sonnet model), AWS MediaConvert, Lambda, Step Functions and other AWS services to identify and compile exciting game moments without manual editing.

Build Fullstack GenAI apps and AI Agents

A comprehensive, production-focused guide to acing AI/ML system design interviews at top tech companies.

GenAI 🧠 - 𝘸𝘰𝘳𝘬 𝘪𝘯 𝘱𝘳𝘰𝘨𝘳𝘦𝘴𝘴...

A repository dedicated to exploring, experimenting with, and applying Generative AI concepts and tools in practical, everyday scenarios.

Web Vector Storage (WVS) is a lightweight and efficient vector database that stores document vectors in the browser's IndexedDB. It supports perform semantic similarity searches on text documents using vector embeddings. Embedding is enabled through use of OpenAI, Ollama or HuggingFace Transformer embedding models.

Practical GenAI-Eshop application using Semantic Kernel, multi-agent orchestrations, Mcp tools, A2A Agents, Semantic Search, Aspire and more.

An AI-powered multi-model threat detection platform for identifying phishing emails, malicious URLs, Smishing SMS and Network Intrusion Detection.

LLM, Fine Tuning, Llama 2, Gemma, Mixtral, vLLM, LangChain, RAG, ChromaDB, FAISS

FableForgeAI-StoryEngine integrates cutting-edge AI technologies including Gemini-Pro, Hugging Face models, and Gradio interfaces to provide an immersive platform for generating stories, engaging with chatbots, and creating comic videos, showcasing the synergy of AI in creative storytelling and interactive content creation.

AI News Scraper & Semantic Search: A Python application that scrapes news articles, uses GenAI to generate summaries and identify topics, and provides semantic search capabilities through vector embeddings

A Cosmos API starter project to analyze files and chat with LLM.