| Option | When to use it | |--------|----------------| | | If you need higher accuracy and have GPU memory. | | OpenAI’s text‑embedding‑ada‑002 | Cloud‑based, 1536‑dimensional embeddings; good for large‑scale workloads (requires API key). | | TF‑IDF or CountVectorizer | Simpler, sparse representations—useful for very large corpora when you don’t need deep semantics. |
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If you are looking to understand the risks and safety considerations associated with using such platforms and content, Understanding the Platform and Content Risks | Option | When to use it |
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