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metadata
title: Aie4 Midterm App
emoji: 📉
colorFrom: purple
colorTo: purple
sdk: docker
pinned: false
license: apache-2.0

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference

Summary

This is my app for AI Engineering Cohort#4 Midterm Assignment.

With this application, you can chat with these TWO uploaded PDFs: https://www.whitehouse.gov/wp-content/uploads/2022/10/Blueprint-for-an-AI-Bill-of-Rights.pdf AND https://nvlpubs.nist.gov/nistpubs/ai/NIST.AI.600-1.pdf

Code features:

  1. Text splitter - RecursiveTextSplitter from Langchain
  2. Vector store - using Qdrant db
  3. Retrieval chain using LCEL syntax
  4. Chat model is OpenAI's gpt-4o-mini.
  5. There are two variants of the app that can be deployed: a. An early prototype built using OpenAI Embeddings text-embedding-3-small b. A more advanced prototype using finetuned version of Snowflake/snowflake-arctic-embed-m the finetuned version is available at vincha77/finetuned_arctic