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Search Like You Mean It: Semantic Search with NLP and a Vector Database
Рет қаралды 19,162
Күн бұрынLive webinar and workshop featuring Nils Reimers and Dave Bergstein.
0:00 Welcome
2:35 Semantic search and NLP
20:52 Vector databases
26:16 Example semantic search application
42:20 Questions and answers
Try the example notebook: colab.research...
Get started:
- www.sbert.net - Sentence transformers (NLP)
- www.pinecone.io - Vector database
@MarkCicero Жыл бұрын
Pgvector has existed since April 2021. I would expect the panel to know this given they are experts in the field.
@kevon217 Жыл бұрын
Very excited to start playing with this. Great presentations!
@kevinz1991 2 жыл бұрын
great video thank you so much
@TauvicRitter Жыл бұрын
Thank you very much for a clear presentation it helped me so much. I'm looking for a solution to find interesting jobs. So my approach is to describe my job desires and skills in a one pager. Then to match this document with job descriptions. Will this approach work? Most examples are about specifying a single query sentence but a good matching job should include more I think.
@billykotsos4642 2 жыл бұрын
23:18 Do you have a link to the talk that was mentioned ?
@pinecone-io 2 жыл бұрын
Here you go: kzfaq.info/get/bejne/brKIoteV377DaGg.html
@billykotsos4642 2 жыл бұрын
@@pinecone-io THANKS!
@microcolonel 2 жыл бұрын
Any interest in working with naive character n-gram embeddings?
@ArunKumar-bp5lo 11 ай бұрын
why result comes as a results dictionary
@nithinreddy2299 2 жыл бұрын
Can you please share the notebook file?
@pinecone-io 2 жыл бұрын
Hi Nithin, here's the notebook: colab.research.google.com/github/pinecone-io/examples/blob/master/semantic_search/light_demo.ipynb
@nithinreddy2299 2 жыл бұрын
@@pinecone-io Thank you.
@JOHNSMITH-ve3rq Жыл бұрын
@@pinecone-io link is now dead. Considered making all this open permanently on website? Kinda frustrating when we came to learn to use your product…
@revanthnamineni8779 Жыл бұрын
@pinecone-io can we please get the notebook back up again
@revanthnamineni8779 Жыл бұрын
@@pinecone-io can we please get the notebook back up again
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