#158 – L3arbi chatbot: A Technical deep dive


In this eisode we discuss more of L3arbi, that was resented by the DevoxxMA team at the vent, from a technical point of view with Nouamane and Faissal.



0:00:00 – Introduction and welcoming

0:01:21 – Who/what is l3arbi?

0:16:24 – Is there possibilties that L3arbi will learn other arabic dialects other than darija?

0:26:35 – Challenges of audio transcription

0:27:31 – Live demo of L3arbi

0:32:56 – Data training and Whisper and how many hours of darija data is used ?

0:34:30 – Format of data that is used for training, and arcitecture of web application presented in DevoxxMA

0:39:37 – The use case of DevoxxMA

0:44:30 – Finetuning of an LLM, models and details

0:56:20 – Evaluation set for different dialects per regions in morocco

1:03:31 – Did you use manual transcription for the audio sets ?

1:12:09 – The future plans of data sources for L3arbi solution.

1:15:12 – Plans to open-source? Are there APIs available for developers to extend its functionality?

1:25:00 – QA & Giveaway

1:59:40 – Conclusion and goodbye.


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