Rocket Loans Customer Service AI

Click the blue bubble to chat with the AI chatbot

Notes:
  • The chatbot is built with Flowise, with gpt-3.5-turbo as the underlying LLM
  • Knowledge regarding Rocket Loans was scraped from Learning Center
  • Scraped info was embedded using OpenAI text-embedding-ada-002 and stored in Pinecone vector database to support retrieval-augmented generation (RAG)
  • LangChain Agent will first try to utilize info stored in Pinecone to answer questions related to Rocket Loans
  • If there is no retrievable info, the Agent will use Serp API to search Google for an answer
  • The chatbot will only answer financial-related questions
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