PR for v1.0.0 Significant API Refactor#52
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* addressed issue #37 * addressed issue Fix Conflicting Directory Names #33 and Add easy way to preview full prompt #36 * implements issue Remove usage of dotenv for environment variable loading from .env file #30 * api redesigned. unit tests and experiment tests updated. * docs updated for new api * updated docs * updated docs * updated examples to new api (did not run) * updated tests * updated package dependencies * updated read me and documentation.
* addresses issue #27. support for local llms and also specified instructor modes. * addressed issue #40. Could still be an issue but hard to test. Removed logging in hot paths and fixed some cost tracking bugs and added more robustness around caching. Added tests for memory leaks and performance independence from dataset size. * fixed cost tracker bug
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