Add embeddings endpoint (openai#85) (openai#36)

Search v2 functionality (openai#33)

* Add support for search_indices (openai#64)

* Add support for search_indices

* Updated with Schnurr's comments

* Add version to search (openai#65)

* Make search query required (openai#67)

Boris/examples and cli (openai#32)

* Add a codex backtranslation example to improve SQL queries (openai#58)

* Add a codex backtranslation example to improve SQL queries

* Boris update ft example (openai#57)

* update fine-tune example to show the new CLI outputs

* model specifiction for search (openai#60)

* Catch chunked encoding errors and retry (openai#63)

* Add batch suggestion logic to prepare_data for fine_tunes and custom Q&A answers logic (openai#62)

* Add batch suggestion logic to prepare_data for fine_tunes; add an example of how to create a rudimentary answers endpoint with a custom Q&A model

Co-authored-by: Madeleine Thompson <[email protected]>
Co-authored-by: hallacy <[email protected]>

Updates to prepare_data function (openai#29)

* update documentation links to point to the website

* Fix encoding

* Add rough time estimator based on historical stats

* Fix train_test split naming logic; add quiet mode for running inside scripts

* Add a finetuning step by step example for a classification use case.

* add classification params if train and valid set; add length_validator

removing timeout and engine from args (openai#50) (openai#28)

renaming snapshot to model (openai#27)

* rename snapshot to model in sdk (openai#48)

* updating version

minor fixes to tools prepare_data validators (openai#47) (openai#26)

* ensure that only a single whitespace is prepended. Ensure the message regarding the prompt separator is displayed only if a prompt separator exists.

* change pandas contains to not use regex, which can trip if the common_suffix is actually a regex

Co-authored-by: Boris Power <[email protected]>

Cli fixes and improvements (openai#25)

* Revamp cli args (openai#45)

* Rachel/follow (openai#46)

* Add fine_tunes.follow. Add better error handling for disconnected streams

* return early

* fix an oops

* lint

* Nicer strings

* ensure end token is not applied to classification (openai#44)

* ensure end token is not applied to classification

* black

Co-authored-by: Boris Power <[email protected]>

bump version (openai#24)

bugfix

* ensure that pandas empty values are read as empty string, rather than a float

Co-authored-by: Boris Power <[email protected]>