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| 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` | |