End to end example of a Retail Agent implemented with agents for Amazon Bedrock

This Guidance helps software companies set up a automated system to detect error logs, generate bug fixes, and create pull requests. Helps companies balance addressing bugs while also competing with product and feature development pressure.

Building reliable Retrieval Augmented Generation(RAG) AI Architecture

Sample Solution for a Public Speaking Mentor GenAI Assistant using Amazon Bedrock

Generative AI project using LangChain for database search, using natural language AI converts and performs the SQL query

Universal Prompt Security Standard (UPSS): A framework for externalizing, securing, and managing LLM prompts and genAI systems, inspired by and extending OWASP OPSS concepts for any organization or project.

Generative AI powered (custom GPT) Full stack CRUD application using FastAPI, NextJS, Axios, SqlModel, Neon Serverless, and Open AI

GenAI chatbot

Deploying Qwen2 (or any other GGUF models) into AWS Lambda

VLM-Image-Analysis: A Vision-and-Language Modeling Framework.

This project is a Movie/Series/Drama Recognizer and Recommender that uses dialogue excerpts to identify media titles, genres, cast, directors, and other key information. It also recommends related titles based on the recognized media. The system leverages external APIs and web scraping to fetch details like IMDb rating, number of votes, and poster.

Generative AI Configuration Management Samples that can run on-prem with Cuda GPU

Repo to try out langchain

This repository helps in generating Minutes of Meeting in a standard format.