~/talks

Lucian Precup

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AI-augmented IDEs: coding and reviewing with intelligent agentsVoxxed Days Luxembourg 20262026-06-18
Augmented IDEs use AI agents integrated into development environments to help write and review code. The talk covers how intelligent agents can assist coding…
Talk in French on
Unlocking Next-gen Semantic Search With OpenSearch 3.xOpenSearchCon Europe 20262026-04-16
OpenSearch 3.x demonstrates concrete recipes for billion‑scale vectors: GPU indexing via Cagra, Faiss and JVector engines, and HNSW/IVF ANN with Radial Search…
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Operating an OpenSearch Powered E-commerce Search Engine at ScaleOpenSearchCon North America 20252025-09-08
Operating an OpenSearch e‑commerce stack for 1000+ stores uses Adelean’s A2 platform with concrete ops rules: autocomplete uses at least four small indices and…
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Building Next-gen Search With OpenSearchOpenSearchCon North America 20252025-09-08
OpenSearch 3.x exposes agentic RAG: register a model (connector + model group), create a plan-execute-reflect agent with conversation index memory, and bind…
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Extending OpenSearch: A Practical Guide To Building Custom PluginsOpenSearchCon North America 20252025-09-08
Six concrete plugins with code on GitHub: a smart ASCIIfolding rules analyzer that preserves accents for specified words (fixes French edge cases), an ingest…
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Harnessing AI to strengthen trustworthy informationBerlin Buzzwords 20252025-06-15
Demonstrates a Lucene‑based A2 search stack and an integrated RAG assistant that returns sentence‑level citations, plus experiments with Wayback Machine…
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Developing a Custom RAG SystemVoxxed Days Luxembourg 20242024-06-20
How to build a custom Retrieval-Augmented Generation (RAG) system for augmented intelligence, covering the technologies and components needed to combine vector…
Talk in French on
Apache Lucene: From Text Indexing to Artificial IntelligenceBerlin Buzzwords 20242024-06-09
Apache Lucene traces 22 years of concrete changes: inverted index plus text analysis, FSTs that made fuzzy search 100x faster, doc values that turn the index…
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Building Your Intelligent Assistant with Hugging Face and ElasticsearchDevoxx France 20242024-04-17
Shows a concrete pipeline that crawls and indexes about 2,900 Devoxx talks into Elasticsearch, computes 1536‑dim dense embeddings plus sparse embeddings, and…
Talk in French on
Apache Lucene: From Text Indexing to Artificial IntelligenceDevoxx France 20242024-04-17
Apache Lucene is presented as a long-maintained search library that powers Elasticsearch, OpenSearch, Solr and MongoDB Atlas Search and is widely deployed…
Talk in French on
Cloning ChatGPT with Hugging Face and ElasticsearchDevFest Toulouse 20232023-11-16
Shows how to combine Hugging Face models and Elasticsearch to build powerful data-augmented retrieval and inference applications. Demonstrates prototypes that…
Talk in French on
Cloning ChatGPT with Hugging Face and ElasticsearchVoxxed Days Luxembourg 20232023-06-21
Elasticsearch (a search engine, NoSQL datastore and analytics engine) and Hugging Face (an open-source ML model platform) are combined to build powerful…
Talk in French on
Towards a decentralized and collaborative search engineBerlin Buzzwords 20232023-06-18
A collaborative search engine called all.site combines curated, community-run indices with ML question answering, using Hugging Face QA models over…
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The life of a search engine administratorBerlin Buzzwords 20222022-06-12
Describes running an e-commerce and enterprise search stack with a custom business console that combines config, logs, pilot, debug and data-modeling modules…
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Speech to text with ElasticsearchBerlin Buzzwords 20212021-06-15
Prototype turns speech into phonemes, indexes them in Elasticsearch and matches phoneme sequences against OpenOffice/CU dictionaries (English ~40k, French…
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Text categorization with Apache LuceneBerlin Buzzwords 20212021-06-15
Uses an Apache Lucene index itself as the trained model to do text categorization with no external ML libraries, indexing BBC dataset 2,225 articles into five…
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Beyond Artificial Intelligence for SearchBerlin Buzzwords 20212021-06-15
Claims that for structured e‑commerce data a hand‑tuned search configuration — using boosts and function_scores, domain taxonomy and synonyms, redirects and…
Talk
Integrate your Search Engine (...)Berlin Buzzwords 20192019-06-16
An enterprise search engine is adapted to Google Assistant by placing a proxy that maps speech-to-text hypotheses plus intent/slot templates into rewritten…
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