Can we use the matrix factorization model locally by downloading it to our local?
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- Dominant language
- Python
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Description
I am using a matrix factorization (mf) router in a RAG application and want to download the MF model to my local system. Is this possible? Could you also explain how it works internally? Additionally, can we change the embedding model used by the MF router?
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First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reading the repository's MF router implementation and any existing usage documentation. Determine whether local model download and embedding-model changes are supported, then document the internal behavior and the answers to both configuration questions.
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Assessment
- Tech stack
- python
- Domain
- machine-learning
- Issue type
- Documentation
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100