#3 Implement EmbeddingToTextPipeline and TextToEmbedding Pipeline (#35)

* Add text pipeline

* Build sentences one by one

* Create a separate preprocessing pipeline for text distribute responsibility across pipelines

* Improve decoding and encoding to parallelize by keeping GPU busy, this is done by encoding and decoding multiple texts at a time

* Make pipelines normal classes rather than data classes as it doesnt manage any data

* Move TexToEmbedding config params from abstract

* Update docs for TextToEmbedding overwrites

* Improve docs for text pipelines

* Add interface documentation to docs

* Add unit tests for text pipelines

* Add optional dependencies for huggingface using  tag

* Remove  commas between configs

* Improve docs for text pipelines

* It should be list

* Move text segmentation pipeline to text file

* Fix linting issues

* Ignore spacy types

* Fix black linter issues

* Ignore spacy types

* Reformat text file with black

* Use copyless np arrays

* Add more robust tests

* Fix linting issues

* add more tests

* Fix linting issues

* Ignore spacy types

* Ignore spacy types

* Add new changes

* Improve text pipeline

* Add more robust tests

* Fix linting issues

* Fix linting issues

* Fix linting issues

* Fix linting issues

* Fix mypy inheritance issue

Author: botirk38