Build A Simple Search Engine in Python

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Today we learn how to build a simple custom search engine in Python.

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Timestamps:
(0:00) Intro
(0:17) Amazon Product Search Engine
(16:24) Blog Post Search Engine
(22:24) Outro

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Wow, this is the most foucusing youtube video ive seen in a while, keep doing it the same man!!

יצחקבןלולו-יכ

How does txtai differ from say the langchain embedding options when they both can use huggingface's sentence-transformers?

Sergio-rqmm

Englisch:
An interesting tutorial in principle.
Unfortunately, very few people will work with CSV data.
It would be more exciting with other data sources. (Database, ElasticSearch, ...)

So far I have not found anything fun that can be used for a Knnowledgebas. (RAG on collected documentation.)

Deutsch:
Grundsätzlich eine interessante Geschichte.
Leider werden nur wenige mit CSV-Daten arbeiten.
Spannender wäre es mit anderen Datenquellen. (Datenbank, ElasticSearch, ...)

Bis jetzt habe ich noch nichts interessantes gefunden, was man für eine Knnowledgebase verwenden könnte. (RAG auf gesammelte Dokumentationen.)

michaelmuyakwa

So excellent. Thank you very much. I'm trying to integrate data from postgres .... (ocr on pdf, import txt from pdf to postgres, ... more than 100 000 files . Will see how is the result

Enkumnu

Do you have a custom command prompt ? which one is it ?

mr.k

Hey, if you could recreate this using colbert, it would be great

ahmadzaimhilmi

can you do the same process but instead of using any dataset please use database, so it can help us.

MadhuPatel-mm

Can someone please tell me the intro name if it's a song?

no-name.

bro please make virtual desktop in Python

IF_Seven

What code editor are you using? Thanks

RolandHiscutt-rk

Could you maybe explain how txtai works, does it take my data that I feed in? In case the data would be kind of sensitive I would like to circumvent this.

gamerfisch

You have a big problem in your teaching method, you assume that we know certain things, you need to breakdown things and explain the why of everything more, for example in the beginning say why would we need to install txtai, numpy and panda. You need to explain the thought process behind each decision in your code so that beginners can follow along and grasp the programming concepts. I feel like you forget that 90% of your audience are complete beginners.

smnomad

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