How to Create an AI-Assisted Search Engine with Python and txtAI in Seconds! Easy Tutorial

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[khalifakhalifa]

Please we need more videos on TextAI.
Your channel became my favorite!!! Kudos!!

[sarasharick]

Great video! I might have an opportunity to use this at work instead of some NER I was doing.

[satishchaudhary]

Such a wonderful tutorial on txtai please do more video of txtai and paperai.

[rickyS-D]

Thanks for the great video on txtAI, just loved the way you explained it. Thanks. I would like to see more txtAi + Streamlit app kind of videos that you mentioned in the end of this video.

[Frank]

At 2:40 it says txtai needs Python 3.7. What is meant is Python 3.7 or higher.
So there is no need to install Python 3.7.

[debgandharghosh]

This video is so helpful for people like me who are taking baby steps towards NLP , I would really love to see how to update a txtai model, the github code for untitled.ipynb might be corrupt I couln't see the code, however wasn't a big issue I could write the code for drawing inferences by myself after seeing your video

[sacredprofane]

Thanks for introducing the txtai.
BTW the model works with python 3.9.9 on Mac.

[thehve]

Hi another awesome little video that not only shows a great use case but how to get up running with the code. Thank you. In answer to your questions yes to all! Integrated with streamlit absolutely as this would be how I would apply it. And understanding how to update the model would be great. Also say I had two written texts broken down into smaller documents could I return a tag with the results to see which text the document was returned from?

[JOHNSMITH-verq]

Big next thing is an appropriate UI for users including showing them the source of each finding. Also using a vector database that doesn’t rely on memory which won’t work at scale. This is very cool though!

[techdiyer]

Im looking to create a web scraper thing in python that basically makes me find what im actually searching for. I want it to include something ive named table search. If anyone cares to ask, ill explain what that is/ how im thinking of making it work.

[hunaydahsaeid]

If want to build system to research papers data base to determine new research originality. What the best type of files csv or json to apply machine learning algorithms on it

[Kalks]

How did you generate the data file? would I have to build my own data sets for this?

[PabloPazosGutierrez]

Would be nice to search by phrases not just a word

[AndrewPeverells]

Great video as always, thank you for the tutorial! :)

Just one quick question: I don't know anything about semantic search nor TextAI, but is it language indipendent? Or has it been trained on English?

[umangternate]

I failed installing txtai[all] with errors in fasttext block (cannot build wheels for fasttext). With pip install txtai, there was no error but still txtai is not "detectable" in vscode when importing. This is on windows 11 with visual studio (c++ build tools) installed. The version of python is 3.11 and the virtual environment is placed in drive D: (physically separated from drive C because I use SSD for C: and HD for D:). What could be the problem? Thank you.

[venkatesanr]

Thanks for the valuable videos. I have involved in semantic search mapping text as query and image/ other pdf docs as output. I have followed the approches for unstructured images/pdf/other extensions---->Tried like OCR based text extraction from images, pdf text extraction for pdf files only, bert embedding and doing clustering the images.

Any other inputs or approaches using libraries from your end will be helpful for semantic search on unstructured data/images/pdf. Whether txtai is open sourced helpful for QA between images and text.

Kindly reply.

[Superdooperhero]

You're in South Africa? If you're in Cape Town I can show you around.

[python-programming]

Also in this video, I reference the previous video. That video will go live next week instead.

[MonoJunkie]

I don't think you mentioned whether txtAI sends my/your data off to the cloud somewhere for analysis or refers to any external APIs or providers which would be important if dealing with sensitive information? Or who/what is behind it and whether it is legitimate? Paid/free? Or if there are licensing restrictions?

[ameybikram]

Is this library safe ? In terms of data breaches ?