U/kinnym/multimodalwork

[kinnym]

This PR has two sample notebooks. One notebook reads Microphone input from a mic plugged into the system and converts the microphone input to text using speech recognition package. The second notebook reads Web Camera input from a camera plugged into the system and passes frames to Google Vision Pro model for Image to Text AI generation.

[codecov-commenter]

Codecov Report

All modified and coverable lines are covered by tests ✅

Project coverage is 36.88%. Comparing base (462ef9c) to head (774f105).
Report is 25 commits behind head on main.

Additional details and impacted files

@@            Coverage Diff             @@
##             main    #2090      +/-   ##
==========================================
- Coverage   37.53%   36.88%   -0.66%     
==========================================
  Files          65       68       +3     
  Lines        6913     7062     +149     
  Branches     1521     1540      +19     
==========================================
+ Hits         2595     2605      +10     
- Misses       4092     4228     +136     
- Partials      226      229       +3     

Flag	Coverage Δ
unittests	36.88% <ø> (-0.66%)	⬇️

Flags with carried forward coverage won't be shown. Click here to find out more.

☔ View full report in Codecov by Sentry.
📢 Have feedback on the report? Share it here.

[gitguardian]

⚠️ GitGuardian has uncovered 1 secret following the scan of your pull request.

Please consider investigating the findings and remediating the incidents. Failure to do so may lead to compromising the associated services or software components.

Since your pull request originates from a forked repository, GitGuardian is not able to associate the secrets uncovered with secret incidents on your GitGuardian dashboard.
Skipping this check run and merging your pull request will create secret incidents on your GitGuardian dashboard.

🔎 Detected hardcoded secret in your pull request

GitGuardian id	GitGuardian status	Secret	Commit	Filename
10404662	Triggered	Generic CLI Secret	5cb10b2	.github/workflows/dotnet-release.yml	View secret

🛠 Guidelines to remediate hardcoded secrets

1. Understand the implications of revoking this secret by investigating where it is used in your code.
2. Replace and store your secret safely. Learn here the best practices.
3. Revoke and rotate this secret.
4. If possible, rewrite git history. Rewriting git history is not a trivial act. You might completely break other contributing developers' workflow and you risk accidentally deleting legitimate data.

To avoid such incidents in the future consider

• following these best practices for managing and storing secrets including API keys and other credentials
• install secret detection on pre-commit to catch secret before it leaves your machine and ease remediation.

---

^{🦉 GitGuardian detects secrets in your source code to help developers and security teams secure the modern development process. You are seeing this because you or someone else with access to this repository has authorized GitGuardian to scan your pull request.}

[ekzhu]

Having some text description around your code blocks would help a lot with readability of this notebook

[rysweet]

@kinnym - I updated the branch to the latest - please see above comment and address if you want to bring this forward.