doc: update readme

doc: fix links to notebooks

feat: setup number of examples per page

refactor: remove duplicate regex

doc: add huggingface to readme

doc: rename repo in gradio

fix: remove too much examples

feat: implement load collection from dotenv in webapp

fix: type in examples

feat: add examples to gradio

refactor: remove unused app in root directory

feat: add setting up collection from .env

test: try to run from src/webapp

feat: add presentationidx metric

feat: add links to presentations and questions in webapp

ci: add requirements.txt

ci: add numpy explicitly

feat: add app to root

feat: add chroma db

feat: add presentations

ci: unignore data dirs

test: add 1 pres

doc: Update README.md

feat: configure params, add description

ci: add missing import

doc: add images for docs

doc: update readme

ci: update default params

feat: add option to copy collection contents to another collection

ci: add huggingface library

ci: add gradio config

ci: add git lfs

fix: reimplement async things to be compatible with gradio

ci: ignore bfs report

ci: update bucket location

ci: rm models

ci: cleanup repo

Merge branch 'RMI-61-62_MLFlow-Eval-and-Benchmark' into 'main'

Merge branch 'RMI-58_Eval-and-RAGAS' into 'main'

doc: Update README.md

doc: update readme

feat: implement BestChunkMatch metric

fix: make async query storage call and use super()

style: indent prompts

feat: log n questions

doc: update cli docs

feat: add more corner cases to regex

feat: configure logging all params, move preprocessing to be a feature of a storage

feat: fix async eval to be really async

feat: implement reffering to sheet by name