chainlit.md

Airbnb 10-k Filings from Q1,2024

Built using the following specs:

• LLM: Llama3-8B running on Hugging Spaces
• Embedding model: snowflake-arctic Embed Model
• Infrastructure / Framework: LangChain
• Vector Store: Qdrant
• UI: Chainlit
• Deployment: Docker on HuggingFace Spaces

Model Evaluation

• Evaluate your answers to the following questions
• Q1 "What is Airbnb's 'Description of Business'?"
• Answer:
• Airbnb, Inc. (the “Company” or “Airbnb”) was incorporated in Delaware in June 2008 and is headquartered - in San Francisco, California. The Company operates a global platform for
• unique stays and experiences. The Company’s marketplace model connects hosts and guests (collectively - - referred to as “customers”) online or through mobile devices to book
• spaces and experiences around the world
• Q2 "What was the total value of 'Cash and cash equivalents' as of December 31, 2023?"
• Answer: 6,874
• Q3 "What is the 'maximum number of shares to be sold under the 10b5-1 Trading plan' by Brian Chesky?"
• Answer: 1,146,000