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[ "LLM - Qdrant", "Transcript:" ]
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html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(67)
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Session of these vector talks and I am pleased to have you again.
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13,873
[ "LLM - Qdrant", "Transcript:" ]
/tags/llm/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(68)
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Demetrios:
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13,874
[ "LLM - Qdrant", "Transcript:" ]
/tags/llm/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(68)
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p
Reach out to me if you want to join us.
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13,875
[ "LLM - Qdrant", "Transcript:" ]
/tags/llm/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(69)
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p
Demetrios:
[ "tags", "tags/llm" ]
13,876
[ "LLM - Qdrant", "Transcript:" ]
/tags/llm/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(69)
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p
You want to give a talk?
[ "tags", "tags/llm" ]
13,877
[ "LLM - Qdrant", "Transcript:" ]
/tags/llm/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(69)
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p
I’ll see you all later.
[ "tags", "tags/llm" ]
13,878
[ "LLM - Qdrant", "Transcript:" ]
/tags/llm/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(69)
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p
Have a good one.
[ "tags", "tags/llm" ]
13,879
[ "LLM - Qdrant", "Transcript:" ]
/tags/llm/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(70)
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p
Hamza Farooq:
[ "tags", "tags/llm" ]
13,880
[ "LLM - Qdrant", "Transcript:" ]
/tags/llm/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(70)
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p
Thank you.
[ "tags", "tags/llm" ]
13,881
[ "LLM - Qdrant", "Transcript:" ]
/tags/llm/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div > div > div:nth-of-type(2) > article > p:nth-of-type(70)
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p
Bye.
[ "tags", "tags/llm" ]
13,882
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(1) > h1
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h1
Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks
[ "blog", "blog/entity-matching-qdrant" ]
13,883
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > blockquote:nth-of-type(1) > p
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p
“When we were building proof of concept for this solution, we initially started with Postgres.
[ "blog", "blog/entity-matching-qdrant" ]
13,884
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > blockquote:nth-of-type(1) > p
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p
But after some experimentation, we realized that it basically does not perform very well in terms of recall and speed… then we came to know that Qdrant performs a lot better as compared to other solutions that existed at the moment.”–
[ "blog", "blog/entity-matching-qdrant" ]
13,885
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > blockquote:nth-of-type(1) > p
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p
Rishabh Bhardwaj
[ "blog", "blog/entity-matching-qdrant" ]
13,886
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(1)
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p
How does the HNSW (Hierarchical Navigable Small World) algorithm benefit the solution built by Rishabh?
[ "blog", "blog/entity-matching-qdrant" ]
13,887
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(2)
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p
Rhishabh, a Data Engineer at HRS Group, excels in designing, developing, and maintaining data pipelines and infrastructure crucial for data-driven decision-making processes.
[ "blog", "blog/entity-matching-qdrant" ]
13,888
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(2)
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p
With extensive experience, Rhishabh brings a profound understanding of data engineering principles and best practices to the role.
[ "blog", "blog/entity-matching-qdrant" ]
13,889
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(2)
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p
Proficient in SQL, Python, Airflow, ETL tools, and cloud platforms like AWS and Azure, Rhishabh has a proven track record of delivering high-quality data solutions that align with business needs.
[ "blog", "blog/entity-matching-qdrant" ]
13,890
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(2)
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p
Collaborating closely with data analysts, scientists, and stakeholders at HRS Group, Rhishabh ensures the provision of valuable data and insights for informed decision-making.
[ "blog", "blog/entity-matching-qdrant" ]
13,891
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(3)
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p
Listen to the episode on Spotify, Apple Podcast, Podcast addicts, Castbox.
[ "blog", "blog/entity-matching-qdrant" ]
13,892
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(3)
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p
You can also watch this episode on YouTube.
[ "blog", "blog/entity-matching-qdrant" ]
13,893
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > h2:nth-of-type(1)
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h2
Top Takeaways:
[ "blog", "blog/entity-matching-qdrant" ]
13,894
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Top Takeaways:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(4)
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p
Data inconsistency, duplication, and real-time processing challenges?
[ "blog", "blog/entity-matching-qdrant" ]
13,895
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Top Takeaways:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(4)
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p
Rishabh Bhardwaj, Data Engineer at HRS Group has the solution!
[ "blog", "blog/entity-matching-qdrant" ]
13,896
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Top Takeaways:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(5)
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p
In this episode, Rishabh dives into the nitty-gritty of creating a high-performance hotel matching solution with Qdrant, covering everything from data inconsistency challenges to the speed and accuracy enhancements achieved through the HNSW algorithm.
[ "blog", "blog/entity-matching-qdrant" ]
13,897
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Top Takeaways:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(6)
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p
5 Keys to Learning from the Episode:
[ "blog", "blog/entity-matching-qdrant" ]
13,898
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Top Takeaways:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > ol > li:nth-of-type(1)
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li
Discover the importance of data consistency and the challenges it poses when dealing with multiple sources and languages.
[ "blog", "blog/entity-matching-qdrant" ]
13,899
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Top Takeaways:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > ol > li:nth-of-type(2)
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li
Learn how Qdrant, an open-source vector database, outperformed other solutions and provided an efficient solution for high-speed matching.
[ "blog", "blog/entity-matching-qdrant" ]
13,900
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Top Takeaways:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > ol > li:nth-of-type(3)
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li
Explore the unique modification of the HNSW algorithm in Qdrant and how it optimized the performance of the solution.
[ "blog", "blog/entity-matching-qdrant" ]
13,901
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Top Takeaways:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > ol > li:nth-of-type(4)
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li
Dive into the crucial role of geofiltering and how it ensures accurate matching based on hotel locations.
[ "blog", "blog/entity-matching-qdrant" ]
13,902
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Top Takeaways:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > ol > li:nth-of-type(5)
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li
Gain insights into the considerations surrounding GDPR compliance and the secure handling of hotel data.
[ "blog", "blog/entity-matching-qdrant" ]
13,903
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Top Takeaways:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > blockquote:nth-of-type(2) > p
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p
Fun Fact: Did you know that Rishabh and his team experimented with multiple transformer models to find the best fit for their entity resolution use case?
[ "blog", "blog/entity-matching-qdrant" ]
13,904
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Top Takeaways:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > blockquote:nth-of-type(2) > p
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p
Ultimately, they found that the Mini LM model struck the perfect balance between speed and accuracy.
[ "blog", "blog/entity-matching-qdrant" ]
13,905
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Top Takeaways:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > blockquote:nth-of-type(2) > p
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p
Talk about a winning combination!
[ "blog", "blog/entity-matching-qdrant" ]
13,906
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > h2:nth-of-type(2)
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h2
Show Notes:
[ "blog", "blog/entity-matching-qdrant" ]
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[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Show Notes:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(7)
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p
02:24 Data from different sources is inconsistent and complex.05:03 Using Postgres for proof, switched to Qdrant for better results09:16 Geofiltering is crucial for validating our matches.11:46 Insights on performance metrics and benchmarks.16:22 We experimented with different values and found the desired number.19:54 We experimented with different models and found the best one.21:01 API gateway connects multiple clients for entity resolution.24:31 Multiple languages supported, using transcript API for accuracy.
[ "blog", "blog/entity-matching-qdrant" ]
13,908
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > h2:nth-of-type(3)
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h2
More Quotes from Rishabh:
[ "blog", "blog/entity-matching-qdrant" ]
13,909
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "More Quotes from Rishabh:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(8)
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p
“One of the major challenges is the data inconsistency.”–
[ "blog", "blog/entity-matching-qdrant" ]
13,910
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "More Quotes from Rishabh:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(8)
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p
Rishabh Bhardwaj
[ "blog", "blog/entity-matching-qdrant" ]
13,911
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "More Quotes from Rishabh:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(9)
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p
“So the only thing of how to know that which model would work for us is to again experiment with the models on our own data sets.
[ "blog", "blog/entity-matching-qdrant" ]
13,912
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "More Quotes from Rishabh:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(9)
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p
But after doing those experiments, we realized that this is the best model that offers the best balance between speed and accuracy cool of the embeddings.”–
[ "blog", "blog/entity-matching-qdrant" ]
13,913
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "More Quotes from Rishabh:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(9)
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p
Rishabh Bhardwaj
[ "blog", "blog/entity-matching-qdrant" ]
13,914
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "More Quotes from Rishabh:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(10)
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p
“Qdrant basically optimizes a lot using for the compute resources and this also helped us to scale the whole infrastructure in a really efficient manner.”–
[ "blog", "blog/entity-matching-qdrant" ]
13,915
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "More Quotes from Rishabh:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(10)
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p
Rishabh Bhardwaj
[ "blog", "blog/entity-matching-qdrant" ]
13,916
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > h2:nth-of-type(4)
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h2
Transcript:
[ "blog", "blog/entity-matching-qdrant" ]
13,917
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(11)
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Demetrios:
[ "blog", "blog/entity-matching-qdrant" ]
13,918
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(11)
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Hello, fellow travelers in vector space.
[ "blog", "blog/entity-matching-qdrant" ]
13,919
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(11)
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p
Dare, I call you astronauts?
[ "blog", "blog/entity-matching-qdrant" ]
13,920
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(11)
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p
Today we’ve got an incredible conversation coming up with Rishabh, and I am happy that you all have joined us.
[ "blog", "blog/entity-matching-qdrant" ]
13,921
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(11)
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p
Rishabh, it’s great to have you here, man.
[ "blog", "blog/entity-matching-qdrant" ]
13,922
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(11)
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p
How you doing?
[ "blog", "blog/entity-matching-qdrant" ]
13,923
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(12)
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p
Rishabh Bhardwaj:
[ "blog", "blog/entity-matching-qdrant" ]
13,924
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(12)
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p
Thanks for having me, Demetrios.
[ "blog", "blog/entity-matching-qdrant" ]
13,925
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(12)
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p
I’m doing really great.
[ "blog", "blog/entity-matching-qdrant" ]
13,926
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(13)
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Demetrios:
[ "blog", "blog/entity-matching-qdrant" ]
13,927
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(13)
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p
Cool.
[ "blog", "blog/entity-matching-qdrant" ]
13,928
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(13)
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p
I love hearing that.
[ "blog", "blog/entity-matching-qdrant" ]
13,929
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(13)
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p
And I know you are in India.
[ "blog", "blog/entity-matching-qdrant" ]
13,930
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(13)
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p
It is a little bit late there, so I appreciate you taking the time to come on the Vector space talks with us today.
[ "blog", "blog/entity-matching-qdrant" ]
13,931
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(13)
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p
You’ve got a lot of stuff that you’re going to be talking about.
[ "blog", "blog/entity-matching-qdrant" ]
13,932
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(13)
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p
For anybody that does not know you, you are a data engineer at Hrs Group, and you’re responsible for designing, developing, and maintaining data pipelines and infrastructure that supports the company.
[ "blog", "blog/entity-matching-qdrant" ]
13,933
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(13)
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p
I am excited because today we’re going to be talking about building a high performance hotel matching solution with Qdrant.
[ "blog", "blog/entity-matching-qdrant" ]
13,934
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(13)
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p
Of course, there’s a little kicker there.
[ "blog", "blog/entity-matching-qdrant" ]
13,935
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(14)
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p
Demetrios:
[ "blog", "blog/entity-matching-qdrant" ]
13,936
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(14)
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p
We want to get into how you did that and how you leveraged Qdrant.
[ "blog", "blog/entity-matching-qdrant" ]
13,937
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(14)
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p
Let’s talk about it, man.
[ "blog", "blog/entity-matching-qdrant" ]
13,938
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(14)
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p
Let’s get into it.
[ "blog", "blog/entity-matching-qdrant" ]
13,939
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(14)
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p
I want to know give us a quick overview of what exactly this is.
[ "blog", "blog/entity-matching-qdrant" ]
13,940
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(14)
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p
I gave the title, but I think you can tell us a little bit more about building this high performance hotel matching solution.
[ "blog", "blog/entity-matching-qdrant" ]
13,941
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(15)
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p
Rishabh Bhardwaj:
[ "blog", "blog/entity-matching-qdrant" ]
13,942
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(15)
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p
Definitely.
[ "blog", "blog/entity-matching-qdrant" ]
13,943
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(15)
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p
So to start with, a brief description about the project.
[ "blog", "blog/entity-matching-qdrant" ]
13,944
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(15)
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p
So we have some data in our internal databases, and we ingest a lot of data on a regular basis from different sources.
[ "blog", "blog/entity-matching-qdrant" ]
13,945
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(15)
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p
So Hrs is basically a global tech company focused on business travel, and we have one of the most used hotel booking portals in Europe.
[ "blog", "blog/entity-matching-qdrant" ]
13,946
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(15)
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p
So one of the major things that is important for customer satisfaction is the content that we provide them on our portals.
[ "blog", "blog/entity-matching-qdrant" ]
13,947
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(15)
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p
Right.
[ "blog", "blog/entity-matching-qdrant" ]
13,948
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(15)
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p
So the issue or the key challenges that we have is basically with the data itself that we ingest from different sources.
[ "blog", "blog/entity-matching-qdrant" ]
13,949
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(15)
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p
One of the major challenges is the data inconsistency.
[ "blog", "blog/entity-matching-qdrant" ]
13,950
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(16)
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p
Rishabh Bhardwaj:
[ "blog", "blog/entity-matching-qdrant" ]
13,951
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(16)
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p
So different sources provide data in different formats, not only in different formats.
[ "blog", "blog/entity-matching-qdrant" ]
13,952
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(16)
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p
It comes in multiple languages as well.
[ "blog", "blog/entity-matching-qdrant" ]
13,953
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(16)
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p
So almost all the languages being used across Europe and also other parts of the world as well.
[ "blog", "blog/entity-matching-qdrant" ]
13,954
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(16)
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p
So, Majorly, the data is coming across 20 different languages, and it makes it really difficult to consolidate and analyze this data.
[ "blog", "blog/entity-matching-qdrant" ]
13,955
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(16)
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p
And this inconsistency in data often leads to many errors in data interpretation and decision making as well.
[ "blog", "blog/entity-matching-qdrant" ]
13,956
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(16)
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p
Also, there is a challenge of data duplication, so the same piece of information can be represented differently across various sources, which could then again lead to data redundancy.
[ "blog", "blog/entity-matching-qdrant" ]
13,957
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(16)
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p
And identifying and resolving these duplicates is again a significant challenge.
[ "blog", "blog/entity-matching-qdrant" ]
13,958
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(16)
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p
Then the last challenge I can think about is that this data processing happens in real time.
[ "blog", "blog/entity-matching-qdrant" ]
13,959
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(17)
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p
Rishabh Bhardwaj:
[ "blog", "blog/entity-matching-qdrant" ]
13,960
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(17)
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p
So we have a constant influx of data from multiple sources, and processing and updating this information in real time is a really daunting task.
[ "blog", "blog/entity-matching-qdrant" ]
13,961
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(17)
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p
Yeah.
[ "blog", "blog/entity-matching-qdrant" ]
13,962
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(18)
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Demetrios:
[ "blog", "blog/entity-matching-qdrant" ]
13,963
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(18)
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And when you are talking about this data duplication, are you saying things like, it’s the same information in French and German?
[ "blog", "blog/entity-matching-qdrant" ]
13,964
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(18)
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p
Or is it something like it’s the same column, just a different way in like, a table?
[ "blog", "blog/entity-matching-qdrant" ]
13,965
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(19)
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p
Rishabh Bhardwaj:
[ "blog", "blog/entity-matching-qdrant" ]
13,966
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(19)
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p
Actually, it is both the cases, so the same entities can be coming in multiple languages.
[ "blog", "blog/entity-matching-qdrant" ]
13,967
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(19)
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p
And then again, second thing also wow.
[ "blog", "blog/entity-matching-qdrant" ]
13,968
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(20)
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p
Demetrios:
[ "blog", "blog/entity-matching-qdrant" ]
13,969
[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(20)
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p
All right, cool.
[ "blog", "blog/entity-matching-qdrant" ]
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[ "Building a High-Performance Entity Matching Solution with Qdrant - Rishabh Bhardwaj | Vector Space Talks - Qdrant", "Transcript:" ]
/blog/entity-matching-qdrant/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > p:nth-of-type(20)
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p
Well, that sets the scene for us.
[ "blog", "blog/entity-matching-qdrant" ]
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