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Atita Arora

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titleconferencedate
AI is here – time to throw away our search engines?Berlin Buzzwords 20262026-06-07
Claims that AI simply replaces search get tested with concrete techniques: use vector embeddings for multimodal data, apply BM25 + rerank by computing…
Talk on
Impact of Vector SearchBig Data & RPA Conference Europe 20242024-11-19
Claims that purpose-built vector databases beat bolt-on adapters for scale and latency, with concrete numbers and tools: HNSW graph index and libraries like…
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Beyond the Hype: Realistic Expectations of AIBig Data & RPA Conference Europe 20242024-11-19
Panelists report concrete wins and limits: Perplexity shopping curates product lists, Copali vision LLMs finally extract structure from PDFs, and voice cloning…
Panel on
Cracking the Code: Deciphering Evaluation Essentials for RAGBerlin Buzzwords 20242024-06-09
RAG accounts for 65–70% of generative AI use cases and evaluation focuses on precision, relevance, faithfulness, groundedness, coherence, summarization, safety…
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Navigating Challenges and Enhancing Performance of LLM based ApplicationsCommunity Over Code EU 20242024-06-03
Covers practical RAG specifics: ingestion→retrieval→synthesis→generation, use of vector DBs (Qdrant), chunking tradeoffs and the lost-in-the-middle problem…
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Vectorize Your Open Source Search EngineBerlin Buzzwords 20232023-06-18
Shows how to add vectors into an existing Lucene/Elasticsearch pipeline using off‑the‑shelf Hugging Face models, a lightweight encoding service, and Chorus…
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Understanding Vespa with a Lucene mindsetBerlin Buzzwords 20222022-06-12
Vespa is a low latency platform that combines real time ingestion, search and analytics with built‑in ML and TensorFlow support and true partial updates so…
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Exploring the alchemy of Streaming and Solr cloudBerlin Buzzwords 20212021-06-15
E-commerce batch reindex that took 4+ hours becomes near‑real‑time by replacing twice‑daily Solr importer with Kafka streaming, Redis for nonsearch fields, and…
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