This project demonstrates how to build AI-powered tools using LangChain, focusing on a personalized learning assistant, a resume analyzer, and an AI-powered prompt generator. It leverages OpenAI's GPT models and LangChain’s integration features, providing practical use cases in education, professional development, and AI prompt engineering.
The project implements LangChain for:
AI-Powered Learning Assistant: Retrieves and summarizes relevant study materials based on user input.
Resume Extractor: Parses uploaded PDFs to extract structured resume data using LangChain’s PDF processing capabilities.
AI-Powered Prompt Generator: Optimizes AI prompts using advanced techniques like Zero-Shot and Few-Shot learning, integrated with OpenAI’s embeddings.
Learning Assistant: Provides quick and accurate summaries of study materials.
Resume Extractor: Efficiently extracts and displays key resume details in a structured format.
Prompt Generator: Helps users create optimized AI prompts using various prompting techniques.
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