Using Attu is the easiest💥 way to manage Milvus open-source vector database - Milvus #2
In today's tutorial, we are going to run Attu using Docker. Attu is a graphical user interface for Milvus, which is an open-source vector database. Attu makes managing Milvus dramatically easier.
🔗 Links 🔗
Install spaCy: spacy.io/usage
⭐ Code ⭐
GitHub repository: github.com/rokbenko/ai-playgr...
Code for this tutorial: github.com/rokbenko/ai-playgr...
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👇 Contact 👇
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🎞️ Timestamps 🎞️
00:00 - Intro
00:14 - Code for this tutorial
00:30 - Previous tutorial
01:01 - Docker command explained
01:33 - Get IPv4 address
01:43 - Run Docker command
02:11 - Check the Docker Desktop app
02:25 - Open localhost and see the Attu dashboard
02:50 - Add collection
04:00 - Create an index
04:18 - Load collection
04:37 - Import data (part 1)
04:49 - Create a JSON file (part 1)
05:00 - Install spaCy
05:30 - Create a JSON file (part 2)
06:22 - Import data (part 2)
06:36 - Data preview
06:47 - Outro
#Milvus #Attu #Embedding #Vector
Пікірлер: 12
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fantastic man! Love your teaching style.. keep it up!!
how about insert csv file to database?
How to add cert.crt file while launching attu?
Amazing video! One question btw... if I only have pdf documents I want to use to feed Milvus how can I do it? Only CSV and JSON files are allowed? Thank you!
@rokbenko
2 ай бұрын
Thanks for the support! ❤ I think only CSV and JSON file formats are supported. Building RAGs with PDF file format is usually done with LlamaIndex or LangChain. In fact, you have integration examples for both LlamaIndex and LangChain in the official Milvus documentation. To learn how to implement Milvus with LlamaIndex, see this: milvus.io/docs/integrate_with_llamaindex.md To learn how to implement Milvus with LangChain, see this: milvus.io/docs/integrate_with_langchain.md Whether you choose LlamaIndex or LangChain, you should be able to provide a PDF and use Milvus to do the similarity search.
hi, great tutorial. Whyever my localhost opens with the Attu login, but nothing happens when I click the "connect" button.?
@rokbenko
4 ай бұрын
Do you get an error message in the upper-right part of the screen?
Hi, I love this concise tutorial. However, I'm having problem accessing the connection. I'm trying to run the Audio Genre classification example on Towhee on a Jupyter Notebook. My Milvus docker started, however, I can't seems to connect to the localhost:19530 from Milvus. The entire notebook/ model ran without error, I can't just connect to Milvus itself.
@rokbenko
2 ай бұрын
What happens when you try to connect? Hm, not getting any errors while something is not as expected sounds weird. Do you get any errors if you open the browser console?
while connection to Attu --getting error like network error