## Airbnb 10k 2024 RAG Application

Welcome to the Airbnb 10k 2024 RAG application! 

This RAG (retrieval augmentation generation) application allows you to query the Airbnb 10k 2024 filing dataset. It utilizes a generalized LLM and uses RAG techniques to retrieve and respond to user queries specific to knowledge of the Airbnb 10k 2024 filing dataset.

Build 🏗️

Data: Airbnb 10-k Filings from Q1, 2024
LLM: OpenAI
Embedding Model: OpenAI Embeddings (model="text-embedding-3-small")
Infrastructure: LangChain
Vector Store: QDrant
Deployment: Chainlit, Hugging Face

Ship 🚢

Evaluate your answers to the following questions
Q1 "What is Airbnb's 'Description of Business'?"
Q2 "What was the total value of 'Cash and cash equivalents' as of December 31, 2023?"
Q3 "What is the 'maximum number of shares to be sold under the 10b5-1 Trading plan' by Brian Chesky?"