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* Rewrite and consolidate configuration docs * add link to filtering * updates based on comments * update lockfile * update redirect * spelling mistake * update the noqa * update links * fix broken links * lint fixes * address comments * update wording about model selection * update cache_seed and json pattern * add periods * Update the config json func and other small changes * update wording of json string * update intro * update description of caching * fix link * spelling mistake * fix llm config * Update website/docs/llm_configuration.ipynb Co-authored-by: gagb <gagb@users.noreply.github.com> * Add examples back as notebook --------- Co-authored-by: gagb <gagb@users.noreply.github.com> Co-authored-by: Aaron <aaronlaptop12@hotmail.com>