Content: Add talks

next/content/talks/2024_DevCon.md

+---
+title: "Panel on RAG (Retrieval Augmented Generation)"
+description: "Roundtable with Pierre Peigné, Chief Science Officer at PRISM Eval & Alessandro Benedetti, Director at Sease, on Retrieval-Augmented Generation: why it's relevant today, what are the potential benefits and risks, and how to do it properly to capture most of its value in your projects."
+date: '2024-10-02'
+video: https://www.youtube.com/watch?v=kBgDcYgoMZs
+context: Algolia DevCon 2024
+---

next/content/talks/2024_HaystackUS.md

+---
+title: "Zucchini or Cucumber? Benchmarking Embeddings for Similar Image Retrieval thanks to your weekly Grocery shopping"
+description: "In this talk, we present the process of building a benchmark, the results of our evaluation, and the lessons we learned from those to improve our Image Recommendation API. You'll learn what makes a dataset suitable for evaluating a problem, how to pick the right metrics to evaluate, and other useful tips to evaluate your own recommender systems on other specific domains based on any available data!"
+date: '2024-04-24'
+slides: https://alg.li/haystack24-slides
+video: https://www.youtube.com/watch?_hsmi=308021690&v=4xF0R1wG0Zk
+event: https://haystackconf.com/2024/
+---

next/content/talks/2024_MICES.md

+---
+title: "Image Recommendations: the Good, Bad, and Ugly Use-Cases"
+description: "What data do you use to fuel your product carousels? Textual attributes? Business-relevant metadata? These are all good, but you may have something else valuable: solid product images. But whichs use-cases are a good fit for image-based recommendations?"
+date: '2024-06-12'
+slides: https://alg.li/mices24
+video: https://www.youtube.com/watch?v=un5PKNsdHPM
+event: https://mices.co/
+---

next/content/talks/2024_ParisNLP.md

+---
+title: "Where's the beef? Evaluating the quality of content in your GenAI Project"
+description: "So you created a GenAI project based on your company's content and some LLMs. Is the generated content any good? From eyeballing it during development to state-of-the-art user behavior tracking, there are many ways you can approach this. In this talk, you'll se a GenAI feature currently in Private beta at Algolia; how we approached generating content for diverse, global customers; and a few techniques you can try for qualitative and quantitative assessments of your own generative projects!"
+date: '2024-06-05'
+slides: https://docs.google.com/presentation/d/1IEL6NXliNK6RNyUItHyZTldOU4_bgRkgLA5Y9jF7ABI/edit#slide=id.g2e2419fe617_0_226
+event: https://www.meetup.com/paris-nlp/events/301014965/
+context: ParisNLP Meetup
+---