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h3
More about RAG
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10,400
[ "Blog - Qdrant", "More about RAG" ]
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p
Think of RAG as a system that finds relevant knowledge from a vast database.
[ "tags", "tags/blog" ]
10,401
[ "Blog - Qdrant", "More about RAG" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > p:nth-of-type(3)
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p
It takes your query, finds the best available information, and then provides an answer.
[ "tags", "tags/blog" ]
10,402
[ "Blog - Qdrant", "More about RAG" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > p:nth-of-type(4)
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p
RAG is the next step in NLP.
[ "tags", "tags/blog" ]
10,403
[ "Blog - Qdrant", "More about RAG" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > p:nth-of-type(4)
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p
It goes beyond the limits of traditional generation models by integrating retrieval mechanisms.
[ "tags", "tags/blog" ]
10,404
[ "Blog - Qdrant", "More about RAG" ]
/tags/blog/
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p
With RAG, NLP can access external knowledge sources, databases, and documents.
[ "tags", "tags/blog" ]
10,405
[ "Blog - Qdrant", "More about RAG" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > p:nth-of-type(4)
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p
This ensures more accurate, contextually relevant, and informative output.
[ "tags", "tags/blog" ]
10,406
[ "Blog - Qdrant", "More about RAG" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > p:nth-of-type(5)
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p
With RAG, we can set up more precise language generation as well as better context understanding.
[ "tags", "tags/blog" ]
10,407
[ "Blog - Qdrant", "More about RAG" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > p:nth-of-type(5)
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p
RAG helps us incorporate real-world knowledge into AI-generated text.
[ "tags", "tags/blog" ]
10,408
[ "Blog - Qdrant", "More about RAG" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > p:nth-of-type(5)
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p
This can improve overall performance in tasks such as:
[ "tags", "tags/blog" ]
10,409
[ "Blog - Qdrant", "More about RAG" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > ul:nth-of-type(1) > li:nth-of-type(1)
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li
Answering questions
[ "tags", "tags/blog" ]
10,410
[ "Blog - Qdrant", "More about RAG" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > ul:nth-of-type(1) > li:nth-of-type(2)
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li
Creating summaries
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10,411
[ "Blog - Qdrant", "More about RAG" ]
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li
Setting up conversations
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10,412
[ "Blog - Qdrant" ]
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h3
The importance of evaluation for RAG and LLM
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10,413
[ "Blog - Qdrant", "The importance of evaluation for RAG and LLM" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > p:nth-of-type(6)
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p
Evaluation is crucial for any application leveraging LLMs.
[ "tags", "tags/blog" ]
10,414
[ "Blog - Qdrant", "The importance of evaluation for RAG and LLM" ]
/tags/blog/
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p
It promotes confidence in the quality of the application.
[ "tags", "tags/blog" ]
10,415
[ "Blog - Qdrant", "The importance of evaluation for RAG and LLM" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > p:nth-of-type(6)
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p
It also supports implementation of feedback and improvement loops.
[ "tags", "tags/blog" ]
10,416
[ "Blog - Qdrant" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > h3:nth-of-type(3)
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h3
Unique challenges of evaluating RAG and LLM-based applications
[ "tags", "tags/blog" ]
10,417
[ "Blog - Qdrant", "Unique challenges of evaluating RAG and LLM-based applications" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > p:nth-of-type(7)
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p
Retrieval is the key to Retrieval Augmented Generation, as it affects quality of the generated response.
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10,418
[ "Blog - Qdrant", "Unique challenges of evaluating RAG and LLM-based applications" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > p:nth-of-type(7)
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p
Potential problems include:
[ "tags", "tags/blog" ]
10,419
[ "Blog - Qdrant", "Unique challenges of evaluating RAG and LLM-based applications" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > ul:nth-of-type(2) > li:nth-of-type(1)
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li
Setting up a defined or expected set of documents, which can be a significant challenge.
[ "tags", "tags/blog" ]
10,420
[ "Blog - Qdrant", "Unique challenges of evaluating RAG and LLM-based applications" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > ul:nth-of-type(2) > li:nth-of-type(2)
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li
Measuring subjectiveness, which relates to how well the data fits or applies to a given domain or use case.
[ "tags", "tags/blog" ]
10,421
[ "Blog - Qdrant" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > h3:nth-of-type(4)
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h3
Podcast Discussion Recap
[ "tags", "tags/blog" ]
10,422
[ "Blog - Qdrant", "Podcast Discussion Recap" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > p:nth-of-type(8)
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p
In the podcast, we addressed the following:
[ "tags", "tags/blog" ]
10,423
[ "Blog - Qdrant", "Podcast Discussion Recap" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(1)
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li
Model evaluation(LLM) - Understanding the model at the domain-level for the given use case, supporting required context length and terminology/concept understanding.
[ "tags", "tags/blog" ]
10,424
[ "Blog - Qdrant", "Podcast Discussion Recap" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(2)
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li
Ingestion pipeline evaluation - Evaluating factors related to data ingestion and processing such as chunk strategies, chunk size, chunk overlap, and more.
[ "tags", "tags/blog" ]
10,425
[ "Blog - Qdrant", "Podcast Discussion Recap" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(3)
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li
Retrieval evaluation - Understanding factors such as average precision, Distributed cumulative gain (DCG), as well as normalized DCG.
[ "tags", "tags/blog" ]
10,426
[ "Blog - Qdrant", "Podcast Discussion Recap" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(4)
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li
Generation evaluation(E2E) - Establishing guardrails.
[ "tags", "tags/blog" ]
10,427
[ "Blog - Qdrant", "Podcast Discussion Recap" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(4)
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li
Evaulating prompts.
[ "tags", "tags/blog" ]
10,428
[ "Blog - Qdrant", "Podcast Discussion Recap" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > ul:nth-of-type(3) > li:nth-of-type(4)
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li
Evaluating the number of chunks needed to set up the context for generation.
[ "tags", "tags/blog" ]
10,429
[ "Blog - Qdrant" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > h3:nth-of-type(5)
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h3
The recording
[ "tags", "tags/blog" ]
10,430
[ "Blog - Qdrant", "The recording" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > p:nth-of-type(9)
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p
Thanks to the DataTalks.Club for organizing this podcast.
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10,431
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h3
Event Alert
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10,432
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p
If you’re interested in a similar discussion, watch for the recording from the following event, organized by DeepRec.ai.
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10,433
[ "Blog - Qdrant" ]
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html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > h3:nth-of-type(7)
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h3
Further reading
[ "tags", "tags/blog" ]
10,434
[ "Blog - Qdrant", "Further reading" ]
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li
https://qdrant.tech/blog
[ "tags", "tags/blog" ]
10,435
[ "Blog - Qdrant", "Further reading" ]
/tags/blog/
html > body > div:nth-of-type(1) > div > section > div > div > div > div > div:nth-of-type(2) > div > div:nth-of-type(1) > div > div:nth-of-type(2) > article > ul:nth-of-type(4) > li:nth-of-type(2)
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li
https://hub.superlinked.com/blog
[ "tags", "tags/blog" ]
10,436
[ "Large Language Models - Qdrant" ]
/tags/large-language-models/
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 > h2
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h2
Navigating challenges and innovations in search technologies
[ "tags", "tags/large-language-models" ]
10,437
[ "Large Language Models - Qdrant", "Navigating challenges and innovations in search technologies" ]
/tags/large-language-models/
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(1)
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p
We participated in a podcast on search technologies, specifically with retrieval-augmented generation (RAG) in language models.
[ "tags", "tags/large-language-models" ]
10,438
[ "Large Language Models - Qdrant", "Navigating challenges and innovations in search technologies" ]
/tags/large-language-models/
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(2)
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p
RAG is a cutting-edge approach in natural language processing (NLP).
[ "tags", "tags/large-language-models" ]
10,439
[ "Large Language Models - Qdrant", "Navigating challenges and innovations in search technologies" ]
/tags/large-language-models/
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(2)
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p
It uses information retrieval and language generation models.
[ "tags", "tags/large-language-models" ]
10,440
[ "Large Language Models - Qdrant", "Navigating challenges and innovations in search technologies" ]
/tags/large-language-models/
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(2)
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p
We describe how it can enhance what AI can do to understand, retrieve, and generate human-like text.
[ "tags", "tags/large-language-models" ]
10,441
[ "Large Language Models - Qdrant" ]
/tags/large-language-models/
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 > h3:nth-of-type(1)
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h3
More about RAG
[ "tags", "tags/large-language-models" ]
10,442
[ "Large Language Models - Qdrant", "More about RAG" ]
/tags/large-language-models/
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(3)
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p
Think of RAG as a system that finds relevant knowledge from a vast database.
[ "tags", "tags/large-language-models" ]
10,443
[ "Large Language Models - Qdrant", "More about RAG" ]
/tags/large-language-models/
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(3)
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p
It takes your query, finds the best available information, and then provides an answer.
[ "tags", "tags/large-language-models" ]
10,444
[ "Large Language Models - Qdrant", "More about RAG" ]
/tags/large-language-models/
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(4)
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p
RAG is the next step in NLP.
[ "tags", "tags/large-language-models" ]
10,445
[ "Large Language Models - Qdrant", "More about RAG" ]
/tags/large-language-models/
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(4)
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p
It goes beyond the limits of traditional generation models by integrating retrieval mechanisms.
[ "tags", "tags/large-language-models" ]
10,446
[ "Large Language Models - Qdrant", "More about RAG" ]
/tags/large-language-models/
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(4)
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p
With RAG, NLP can access external knowledge sources, databases, and documents.
[ "tags", "tags/large-language-models" ]
10,447
[ "Large Language Models - Qdrant", "More about RAG" ]
/tags/large-language-models/
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(4)
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p
This ensures more accurate, contextually relevant, and informative output.
[ "tags", "tags/large-language-models" ]
10,448
[ "Large Language Models - Qdrant", "More about RAG" ]
/tags/large-language-models/
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(5)
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p
With RAG, we can set up more precise language generation as well as better context understanding.
[ "tags", "tags/large-language-models" ]
10,449
[ "Large Language Models - Qdrant", "More about RAG" ]
/tags/large-language-models/
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(5)
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p
RAG helps us incorporate real-world knowledge into AI-generated text.
[ "tags", "tags/large-language-models" ]
10,450
[ "Large Language Models - Qdrant", "More about RAG" ]
/tags/large-language-models/
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(5)
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p
This can improve overall performance in tasks such as:
[ "tags", "tags/large-language-models" ]
10,451
[ "Large Language Models - Qdrant", "More about RAG" ]
/tags/large-language-models/
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 > ul:nth-of-type(1) > li:nth-of-type(1)
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li
Answering questions
[ "tags", "tags/large-language-models" ]
10,452
[ "Large Language Models - Qdrant", "More about RAG" ]
/tags/large-language-models/
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 > ul:nth-of-type(1) > li:nth-of-type(2)
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li
Creating summaries
[ "tags", "tags/large-language-models" ]
10,453
[ "Large Language Models - Qdrant", "More about RAG" ]
/tags/large-language-models/
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 > ul:nth-of-type(1) > li:nth-of-type(3)
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li
Setting up conversations
[ "tags", "tags/large-language-models" ]
10,454
[ "Large Language Models - Qdrant" ]
/tags/large-language-models/
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 > h3:nth-of-type(2)
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h3
The importance of evaluation for RAG and LLM
[ "tags", "tags/large-language-models" ]
10,455
[ "Large Language Models - Qdrant", "The importance of evaluation for RAG and LLM" ]
/tags/large-language-models/
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(6)
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p
Evaluation is crucial for any application leveraging LLMs.
[ "tags", "tags/large-language-models" ]
10,456
[ "Large Language Models - Qdrant", "The importance of evaluation for RAG and LLM" ]
/tags/large-language-models/
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(6)
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p
It promotes confidence in the quality of the application.
[ "tags", "tags/large-language-models" ]
10,457
[ "Large Language Models - Qdrant", "The importance of evaluation for RAG and LLM" ]
/tags/large-language-models/
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(6)
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p
It also supports implementation of feedback and improvement loops.
[ "tags", "tags/large-language-models" ]
10,458
[ "Large Language Models - Qdrant" ]
/tags/large-language-models/
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 > h3:nth-of-type(3)
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h3
Unique challenges of evaluating RAG and LLM-based applications
[ "tags", "tags/large-language-models" ]
10,459
[ "Large Language Models - Qdrant", "Unique challenges of evaluating RAG and LLM-based applications" ]
/tags/large-language-models/
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(7)
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p
Retrieval is the key to Retrieval Augmented Generation, as it affects quality of the generated response.
[ "tags", "tags/large-language-models" ]
10,460
[ "Large Language Models - Qdrant", "Unique challenges of evaluating RAG and LLM-based applications" ]
/tags/large-language-models/
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(7)
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p
Potential problems include:
[ "tags", "tags/large-language-models" ]
10,461
[ "Large Language Models - Qdrant", "Unique challenges of evaluating RAG and LLM-based applications" ]
/tags/large-language-models/
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 > ul:nth-of-type(2) > li:nth-of-type(1)
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li
Setting up a defined or expected set of documents, which can be a significant challenge.
[ "tags", "tags/large-language-models" ]
10,462
[ "Large Language Models - Qdrant", "Unique challenges of evaluating RAG and LLM-based applications" ]
/tags/large-language-models/
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 > ul:nth-of-type(2) > li:nth-of-type(2)
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li
Measuring subjectiveness, which relates to how well the data fits or applies to a given domain or use case.
[ "tags", "tags/large-language-models" ]
10,463
[ "Large Language Models - Qdrant" ]
/tags/large-language-models/
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 > h3:nth-of-type(4)
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h3
Podcast Discussion Recap
[ "tags", "tags/large-language-models" ]
10,464
[ "Large Language Models - Qdrant", "Podcast Discussion Recap" ]
/tags/large-language-models/
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(8)
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p
In the podcast, we addressed the following:
[ "tags", "tags/large-language-models" ]
10,465
[ "Large Language Models - Qdrant", "Podcast Discussion Recap" ]
/tags/large-language-models/
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 > ul:nth-of-type(3) > li:nth-of-type(1)
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li
Model evaluation(LLM) - Understanding the model at the domain-level for the given use case, supporting required context length and terminology/concept understanding.
[ "tags", "tags/large-language-models" ]
10,466
[ "Large Language Models - Qdrant", "Podcast Discussion Recap" ]
/tags/large-language-models/
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 > ul:nth-of-type(3) > li:nth-of-type(2)
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li
Ingestion pipeline evaluation - Evaluating factors related to data ingestion and processing such as chunk strategies, chunk size, chunk overlap, and more.
[ "tags", "tags/large-language-models" ]
10,467
[ "Large Language Models - Qdrant", "Podcast Discussion Recap" ]
/tags/large-language-models/
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 > ul:nth-of-type(3) > li:nth-of-type(3)
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li
Retrieval evaluation - Understanding factors such as average precision, Distributed cumulative gain (DCG), as well as normalized DCG.
[ "tags", "tags/large-language-models" ]
10,468
[ "Large Language Models - Qdrant", "Podcast Discussion Recap" ]
/tags/large-language-models/
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 > ul:nth-of-type(3) > li:nth-of-type(4)
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li
Generation evaluation(E2E) - Establishing guardrails.
[ "tags", "tags/large-language-models" ]
10,469
[ "Large Language Models - Qdrant", "Podcast Discussion Recap" ]
/tags/large-language-models/
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 > ul:nth-of-type(3) > li:nth-of-type(4)
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li
Evaulating prompts.
[ "tags", "tags/large-language-models" ]
10,470
[ "Large Language Models - Qdrant", "Podcast Discussion Recap" ]
/tags/large-language-models/
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 > ul:nth-of-type(3) > li:nth-of-type(4)
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li
Evaluating the number of chunks needed to set up the context for generation.
[ "tags", "tags/large-language-models" ]
10,471
[ "Large Language Models - Qdrant" ]
/tags/large-language-models/
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 > h3:nth-of-type(5)
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h3
The recording
[ "tags", "tags/large-language-models" ]
10,472
[ "Large Language Models - Qdrant", "The recording" ]
/tags/large-language-models/
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(9)
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p
Thanks to the DataTalks.Club for organizing this podcast.
[ "tags", "tags/large-language-models" ]
10,473
[ "Large Language Models - Qdrant" ]
/tags/large-language-models/
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 > h3:nth-of-type(6)
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h3
Event Alert
[ "tags", "tags/large-language-models" ]
10,474
[ "Large Language Models - Qdrant", "Event Alert" ]
/tags/large-language-models/
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(10)
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p
If you’re interested in a similar discussion, watch for the recording from the following event, organized by DeepRec.ai.
[ "tags", "tags/large-language-models" ]
10,475
[ "Large Language Models - Qdrant" ]
/tags/large-language-models/
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 > h3:nth-of-type(7)
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h3
Further reading
[ "tags", "tags/large-language-models" ]
10,476
[ "Large Language Models - Qdrant", "Further reading" ]
/tags/large-language-models/
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 > ul:nth-of-type(4) > li:nth-of-type(1)
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li
https://qdrant.tech/blog
[ "tags", "tags/large-language-models" ]
10,477
[ "Large Language Models - Qdrant", "Further reading" ]
/tags/large-language-models/
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 > ul:nth-of-type(4) > li:nth-of-type(2)
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10,478
[ "Navigating challenges and innovations in search technologies - Qdrant" ]
/blog/navigating-challenges-innovations/
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h1
Navigating challenges and innovations in search technologies
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10,479
[ "Navigating challenges and innovations in search technologies - Qdrant" ]
/blog/navigating-challenges-innovations/
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h2
Navigating challenges and innovations in search technologies
[ "blog", "blog/navigating-challenges-innovations" ]
10,480
[ "Navigating challenges and innovations in search technologies - Qdrant", "Navigating challenges and innovations in search technologies" ]
/blog/navigating-challenges-innovations/
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
We participated in a podcast on search technologies, specifically with retrieval-augmented generation (RAG) in language models.
[ "blog", "blog/navigating-challenges-innovations" ]
10,481
[ "Navigating challenges and innovations in search technologies - Qdrant", "Navigating challenges and innovations in search technologies" ]
/blog/navigating-challenges-innovations/
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
RAG is a cutting-edge approach in natural language processing (NLP).
[ "blog", "blog/navigating-challenges-innovations" ]
10,482
[ "Navigating challenges and innovations in search technologies - Qdrant", "Navigating challenges and innovations in search technologies" ]
/blog/navigating-challenges-innovations/
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
It uses information retrieval and language generation models.
[ "blog", "blog/navigating-challenges-innovations" ]
10,483
[ "Navigating challenges and innovations in search technologies - Qdrant", "Navigating challenges and innovations in search technologies" ]
/blog/navigating-challenges-innovations/
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
We describe how it can enhance what AI can do to understand, retrieve, and generate human-like text.
[ "blog", "blog/navigating-challenges-innovations" ]
10,484
[ "Navigating challenges and innovations in search technologies - Qdrant" ]
/blog/navigating-challenges-innovations/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > h3:nth-of-type(1)
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h3
More about RAG
[ "blog", "blog/navigating-challenges-innovations" ]
10,485
[ "Navigating challenges and innovations in search technologies - Qdrant", "More about RAG" ]
/blog/navigating-challenges-innovations/
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
Think of RAG as a system that finds relevant knowledge from a vast database.
[ "blog", "blog/navigating-challenges-innovations" ]
10,486
[ "Navigating challenges and innovations in search technologies - Qdrant", "More about RAG" ]
/blog/navigating-challenges-innovations/
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
It takes your query, finds the best available information, and then provides an answer.
[ "blog", "blog/navigating-challenges-innovations" ]
10,487
[ "Navigating challenges and innovations in search technologies - Qdrant", "More about RAG" ]
/blog/navigating-challenges-innovations/
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
RAG is the next step in NLP.
[ "blog", "blog/navigating-challenges-innovations" ]
10,488
[ "Navigating challenges and innovations in search technologies - Qdrant", "More about RAG" ]
/blog/navigating-challenges-innovations/
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
It goes beyond the limits of traditional generation models by integrating retrieval mechanisms.
[ "blog", "blog/navigating-challenges-innovations" ]
10,489
[ "Navigating challenges and innovations in search technologies - Qdrant", "More about RAG" ]
/blog/navigating-challenges-innovations/
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
With RAG, NLP can access external knowledge sources, databases, and documents.
[ "blog", "blog/navigating-challenges-innovations" ]
10,490
[ "Navigating challenges and innovations in search technologies - Qdrant", "More about RAG" ]
/blog/navigating-challenges-innovations/
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
This ensures more accurate, contextually relevant, and informative output.
[ "blog", "blog/navigating-challenges-innovations" ]
10,491
[ "Navigating challenges and innovations in search technologies - Qdrant", "More about RAG" ]
/blog/navigating-challenges-innovations/
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
With RAG, we can set up more precise language generation as well as better context understanding.
[ "blog", "blog/navigating-challenges-innovations" ]
10,492
[ "Navigating challenges and innovations in search technologies - Qdrant", "More about RAG" ]
/blog/navigating-challenges-innovations/
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
RAG helps us incorporate real-world knowledge into AI-generated text.
[ "blog", "blog/navigating-challenges-innovations" ]
10,493
[ "Navigating challenges and innovations in search technologies - Qdrant", "More about RAG" ]
/blog/navigating-challenges-innovations/
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
This can improve overall performance in tasks such as:
[ "blog", "blog/navigating-challenges-innovations" ]
10,494
[ "Navigating challenges and innovations in search technologies - Qdrant", "More about RAG" ]
/blog/navigating-challenges-innovations/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > ul:nth-of-type(1) > li:nth-of-type(1)
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li
Answering questions
[ "blog", "blog/navigating-challenges-innovations" ]
10,495
[ "Navigating challenges and innovations in search technologies - Qdrant", "More about RAG" ]
/blog/navigating-challenges-innovations/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > ul:nth-of-type(1) > li:nth-of-type(2)
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li
Creating summaries
[ "blog", "blog/navigating-challenges-innovations" ]
10,496
[ "Navigating challenges and innovations in search technologies - Qdrant", "More about RAG" ]
/blog/navigating-challenges-innovations/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > ul:nth-of-type(1) > li:nth-of-type(3)
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li
Setting up conversations
[ "blog", "blog/navigating-challenges-innovations" ]
10,497
[ "Navigating challenges and innovations in search technologies - Qdrant" ]
/blog/navigating-challenges-innovations/
html > body > div:nth-of-type(1) > div > article > div:nth-of-type(2) > div:nth-of-type(3) > div > h3:nth-of-type(2)
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h3
The importance of evaluation for RAG and LLM
[ "blog", "blog/navigating-challenges-innovations" ]
10,498
[ "Navigating challenges and innovations in search technologies - Qdrant", "The importance of evaluation for RAG and LLM" ]
/blog/navigating-challenges-innovations/
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
Evaluation is crucial for any application leveraging LLMs.
[ "blog", "blog/navigating-challenges-innovations" ]
10,499