* unify integration with llama index

* adding docs

* updating notebook

* formatting fixes in notebook

* improve examples

* formatting fix

* reducing verbosity

* adding live benchmark link

* notebook edits

* formatting fix

* Update unify.ipynb

small changes to the text

* bigger fonts

* tweaking font size in unify notebook

* minor unify nb edit

* add dependencies

* add notebook to index

* changes to notebook

* change docs after refactor

* add test

* format + lint

* add poetry lock

* improve readme

* Fix linting issues

* Fix CI errors

* fix linting errors

---------

Co-authored-by: Aparajith Raghuvir <aparajithr21@gmail.com>
Co-authored-by: aparajith21 <58738384+aparajith21@users.noreply.github.com>
Co-authored-by: guillesanbri <guillesanbri@hotmail.com>
Co-authored-by: Anwaar Khalid <shahanwaar.khalid8@gmail.com>

```yaml:frontmatter

updated-dependencies:
- dependency-name: requests
  dependency-type: direct:production
```


Signed-off-by: dependabot[bot] <support@github.com>
Co-authored-by: dependabot[bot] <49699333+dependabot[bot]@users.noreply.github.com>

* fix: set exclude_hidden to False when reading data from hidden directory

* fix: bump the version of the arxiv package

* fix: typo

Deprecate mode() in favor of __init__(base_url=...) for NVIDIA, NVIDIAEmbedding, NVIDIARerank (#13572)

* deprecate NVIDIA().mode(...), use NVIDIA(...) instead

* bump version to 0.1.3

* deprecate NVIDIAEmbedding().mode(...), use NVIDIAEmbedding(...) instead

* bump version to 0.1.2

* deprecate NVIDIARerank().mode(...), use NVIDIARerank(...) instead

* bump version to 0.1.3

* add snowflake/arctic-embed-l to set of NVIDIAEmbedding models

* bump version to 0.1.2

* interface+simpledirreader

* implement for s3

* implement list files for sharepoint

* sharepoint

* changes core

* baseresourcesreader

* test_file

* s3 changes

* version bump

* sharepoint changes

* error handling

* use mixins

* use mixins

* changes core

* baseresourcesreader

* use mixins

* typo

* add badge

* fix link

add missing type in breakpoint_percentile_threshold field

Fixes a typo in the variable name from seesion_pool_config to session_pool_config