file-fix_changed.md

We have to change the following files:

1. Navigator/Subtopic_Query_Expansion.py
2. Navigator/get_paper_embeddings.py
3. Navigator/google_scholar_api.py
4. Navigator/outline_creation.py
5. Navigator/run_full_subtopic_expansion_process.py
6. Navigator/search_api.py
7. Navigator/subtopic_aspect_generation.py

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These are files, we need to change among which except for file google_scholar_api.py. For this file use pip install scholarly this library.

for other files, it is simple API call changes from OpenAI or Anthropic to HF. If you see text-generation task use HF's smolLM-360M param model. For generating the embeddings use Model2Vec's https://www.google.com/url?q=https://huggingface.co/minishlab/potion-science-32M&sa=D&source=docs&ust=1735750943570206&usg=AOvVaw3fB1uN4JpdB5TJd-2YDsJT

Model2Vec Embedding Model

Except for get_paper_embedding.py file, you don't need Model2Vec and I am going to change that for you guys.

Files assigned to myself:

1. get_paper_embedding.py
2. outline_creation.py