🤖 The Grim Reaper - Langchain RAG

Midterm Certification Challenge: RAG

In this repo, you'll find a pretty entertaining RAG application, using Langchain, OpenAI, text-3-embedding small, GPT-3.5-turbo, the FAISS vectorstore, and an extra component: visibility tooling with WandB.

⚙️The colab link to the code is found and (will also be included in this repo) here.

🫂The video walkthrough can be found here.

⚙️The Build Process (Deliverables)

Build 🏗️

• Data: NVIDIA 10-k Filings
• Model: OpenAI text-3-embedding small, GPT-3.5-turbo
• Tooling: LangChain or LlamaIndex (option to choose)
• Vector Store: FAISS
• Additional Component: Add one of the following: 1) visibility with WandB OR 2) evaluation with RAGAS

Evaluate 🚢

Evaluate your answers to the following questions:

• "Who is the E-VP, Operations - and how old are they?"
• "What is the gross carrying amount of Total Amortizable Intangible Assets for Jan 29, 2023?"