Projects · Python · Next.js · FastAPI · LLM Agents

ResumeAssist

A private, configurable AI resume assistant with LangChain agents, CV rendering, and a full-stack review workflow

2024.10.24 · 1 min read · by Zhenlin Wang

Introduction

ResumeAssist is a personal resume assistant built around configurable AI suggestions rather than a single fixed prompt. The current version combines a Next.js interface, FastAPI backend, LangChain agent logic, Neo4j storage, and CV rendering into a private workflow for iterating on resumes.

What is in the repo

Where it is going

The roadmap points toward local model support, GraphRAG, observability with evaluation tooling, and a more polished UI. The interesting bit is the shape: a resume tool that keeps domain context structured enough for agentic editing, not just a chat box around a PDF.