Ilaria Petreti
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- Berlin Buzzwords5 editions2022–2026
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| title | conference | date |
|---|---|---|
| Apache Solr 10: What's Coming up for Vector Search | Berlin Buzzwords 2026 | 2026-06-07 |
Solr 10/10.1 brings concrete vector-search plumbing: scalar quantization (compress float32 to 4 or 7 bits) and binary quantization (index as 1‑bit vectors… | ||
| AI-Powered Search Results Navigation with LLMs & JSON Schema | Berlin Buzzwords 2025 | 2025-06-15 |
An AI Filter Assistant for SDMX data is implemented with Python FastAPI, OpenAI GPT-4.1 (comparison vs GPT‑4 and GPT‑4o‑mini), and Apache Solr; it builds… | ||
| From Natural Language to Structured Solr Queries using LLMs | Berlin Buzzwords 2024 | 2024-06-09 |
Prototype converts natural-language questions into structured Solr queries by using an instruction-tuned LLM to do two steps: JSON field-extraction from a Solr… | ||
| How to Implement Online Search Quality Evaluation with Kibana | Berlin Buzzwords 2023 | 2023-06-18 |
A reproducible Kibana pipeline that runs A/B comparisons of two rankers against live Elasticsearch logs, indexing interactions with fields for book_id… | ||
| Word2Vec model to generate synonyms on the fly in Apache Lucene | Berlin Buzzwords 2022 | 2022-06-12 |
Implemented an on-the-fly Word2Vec synonym filter for Apache Lucene that reads a trained deep learning4j model, builds an HNSW proximity graph from embeddings… | ||
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