Create Recipes for common use case

[dennyabrain]

Recipes are supposed to be end to end examples of using Feluda for a particular use case. While feluda itself should be easy to use and configured by an experienced python/ML engineer, these recipes would provide easy to copy-paste examples of using feluda for specific use cases. As part of this issue, we should

1. Identify commonly useful recipes
2. Write example recipes
3. discover and fix bugs that we discover along the way
4. publish them in the wiki/website

[dennyabrain]

Examples of commonly useful recipes would be

1. Index a collection of images and search similar images in them
2. Index a collection of videos and search for similar videos through them
3. Index a collection of audios and search for similar audios through them
4. Process a collection of videos and cluster them into predefined categories
5. Process a collection of newspaper clippings and search through the text in them

[plon-Susk7]

Hi @dennyabrain , should we start with the examples provided by you first?

[dennyabrain]

Yes @plon-Susk7 let's do one of them. Video is interesting and sufficiently complex. Should we do the recipes related to videos?
So 1. Demonstrating the use of feluda to index and search through videos and 2. Demonstrating the use of feluda to cluster a collection of videos into groups.

@aatmanvaidya might be able to direct you better to which operaters to look at and any relevant documentation.

[plon-Susk7]

Yeah let's go with video first. I'll fetch additional details from @aatmanvaidya .