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SUMMARY:“Who is an NLP expert?” - Lessons Learned from building an in-
 house QA-system - Nico Kreiling\, Alina Bickel
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DTSTAMP:20260812T142114Z
UID:pretalx-pyconde-pydata-berlin-2023-U7WAQW@pretalx.com
DESCRIPTION:Innovations such as sentence-transformers\, neural search and 
 vector databases fueled a very fast development of question-answering syst
 ems recently. At scieneers\, we wanted to test those components to satisfy
  our own information needs using a slack-bot that will answer our question
 s by reading through our internal documents and slack-conversations. We th
 erefore leveraged the HayStack QA-Framework in combination with a Weaviate
  vector database and many fine-tuned NLP-models.\nThis talk will give you 
 insights in both\, the technical challenges we faced and the organizationa
 l learnings we took.
LOCATION:B09
URL:https://pretalx.com/pyconde-pydata-berlin-2023/talk/U7WAQW/
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