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| ## 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?" |