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Feat: subquery generator #10
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Looks good! I suggested an adjustment to the description of the discord retriever. For the rest, my only comment relates to your message at the beginning of this PR. Even with only discord integrated, the subquery generator is already useful since it can split complex user requests into multiple easier requests.
- We needed to apply the cohere embedding model in our codes. - The `subquery.py` updated based on little experiments (both embedding model and function output updated).
We have added the custom embed model support in its newer version.
we updated the library to the newest right version and we're chosed the right LLM for the guidance. note: the guidance_llm would create the subqueries.
In this PR we're aiming to include the subquery generator for just the discord platform. (There's no use-case for this but including more platforms in the near future will make it useful)