This repository contains a hand-curated resources for Prompt Engineering with a focus on Generative Pre-trained Transformer (GPT), ChatGPT, PaLM etc

Your Automatic Prompt Engineering Assistant for GenAI Applications

Prompty makes it easy to create, manage, debug, and evaluate LLM prompts for your AI applications. Prompty is an asset class and format for LLM prompts designed to enhance observability, understandability, and portability for developers.

GenAIOps with Prompt Flow is a "GenAIOps template and guidance" to help you build LLM-infused apps using Prompt Flow. It offers a range of features including Centralized Code Hosting, Lifecycle Management, Variant and Hyperparameter Experimentation, A/B Deployment, reporting for all runs and experiments and so on.

Prompt Engineering at Your Fingertips!

Automatic Prompt Optimization Framework

Centralized REST API for managing, versioning, and retrieving AI prompts.

🛡️Secure and sandboxed API to execute Python code, upload files, install packages, and manage isolated sessions. Ideal for running untrusted code and ensuring application security.

Flask authentication system with JWT, email verification & web UI - a complete example of PRP-driven development with Claude Code

Utility to prepare files for AI prompts by keeping directory structure in the filename

The AI Chat Bot project integrates OpenAI's LangChain Agent with RAG technology, offering a user-friendly interface via Streamlit for seamless communication. It serves diverse functions such as customer service and information retrieval, remaining at the forefront of conversational AI through continuous refinement.

Prompt Engineering, and the QK Editor

API REST client to send your generated art to prompted.art.

A modern toolkit for creating, managing, and testing LLM prompts as code.

This project is a PDF Question Answering App that enables users to upload any PDF and ask questions about its content. Using a retriever-augmented generation (RAG) approach, it efficiently retrieves relevant information and generates human-like answers, powered by Streamlit and Google Generative AI.

QuickHire - It helps people to effortlessly submit applications to their dream jobs. By providing a job description, we generate them a tailored resume or cover letter. We also summarized a similarity score (in %) to show the strength of a piece of CV/cover letter.

The SmartAiTower concept presents a scalable and cost-effective solution for AI model management, particularly focused on Azure OpenAI.

Centralized REST API for managing, versioning, and retrieving AI prompts.

An advanced AI-powered prompt chaining system using Azure OpenAI's GPT models for comprehensive query responses. Features two-stage processing, robust error handling, and performance tracking.

My year long Machine Learning and AI research project on training early-stage GPT models to understand inputs, and generate outputs, both based on a proprietary coding language and domain knowledge used by HighGear. Though now deprecated, it laid the groundwork for the foundations of their AI based technology today