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* Upsert in batch * Improve update context, support customized answer prefix * Update tests * Update intermediate answer * Fix duplicate intermediate answer, add example 6 to notebook * Add notebook results * Works better without intermediate answers in the context * Bump version to 0.1.2 * Remove commented code and add descriptions to _generate_retrieve_user_reply --------- Co-authored-by: Qingyun Wu <qingyun.wu@psu.edu>