txtTutor

LLM with Vector Search

  • Developed a document question-answering application using the OpenAI ChatGPT Completions and Embeddings APIs
  • Implemented custom vector search database with cosine similarity comparisons
  • Designed and deployed a user-friendly Discord bot with large file upload capabilities and chat functionality
  • Utilized Heroku cloud infrastructure to host and deploy with automated scripts
  • Achieved significant user adoption (over 100 monthly users in the first month)