Cold Email Generator: LLM-Driven Job Outreach
The Cold Email Generator leverages Large Language Models (LLMs) and Vector Search databases to synthesize job postings and draft highly personalized cold outreach emails.
Back to all projects
**Llama 3.1 & LangChain Orchestration:** Configured LangChain chains to extract structured JSON data from unstructured job portal text using Llama 3.1. **ChromaDB Vector Matching:** Stored portfolio link metadata inside a ChromaDB vector database, executing vector similarity queries to insert relevant portfolio links into generated emails. **Streamlit Control Panel:** Engineered a minimal interface that generates emails with a single click.
AI/ML
Cold Email Generator
Project Overview
An AI-powered tool leveraging Llama 3.1 and LangChain to extract job insights and automatically generate personalized outreach emails.