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PlacementMate

Next.js Node.js PostgreSQL Supabase LangChain AssemblyAI MIT License

PlacementMate is an AI-powered opportunity and project intelligence platform that helps users automatically analyze job postings, GitHub repositories, and meetings to generate actionable insights.


Tech Stack

  • Frontend: Next.js, ShadCN/UI
  • Backend: Node.js, Express.js
  • Database: PostgreSQL, Supabase, Vector DB
  • AI & NLP: LangChain, Gemini, AssemblyAI
  • Media Storage: Cloudinary

Features

Job Intelligence System

  • Automated ingestion of job postings using OCR.
  • LLM-based parsing with Gemini + LangChain.
  • Automatic reminder sync with Google Calendar.

Repository Intelligence Pipeline

  • Analyze GitHub repositories.
  • Generate embeddings and store vectors in Supabase.
  • Enable semantic RAG-based Q&A over codebases.

Meeting Analysis Module

  • Transcription and topic segmentation using AssemblyAI.
  • Automated summarization for actionable insights.

Installation

  1. Clone the repository:
git clone https://github.com/samradhi29/PlacementMate.git

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