I tried advanced search features of Redis in Python and here is what happened
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I was curious to see if Redis is capable of supporting advanced queries like we do in SQL databases such as aggregations, where clause, etc. It did not disappoint. In this video, I'll go over 10 different queries and show you how you can use it in your own Redis project. I'm using the Redis OM Python SDK, Redis Insight GUI tool, the RediSearch module and Python to perform these queries.
Redis OM SDK (Python)
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Scripts - https://github.com/therealbazzi/EmployeeDB
📚📚About
In this dense tutorial, I explain how to use advanced redisearch querying functionalities using python for full text searching, indexing, querying, tag searches, geo localization, aggregation, grouping, filtering and much more. The tutorial also shows you how to connect to redis cloud as well as localhost. The code is oriented towards an employee management backend - but is pretty generic in a sense that you could re-use the code for your beautiful app that you're trying to develop and sell.
⏲⏲Outline
https://www.seevid.ir/fa/w/UhnEyMDWuyI Introduction
https://www.seevid.ir/fa/w/UhnEyMDWuyI Redis Cloud Registration + Tesla giveaway participation
https://www.seevid.ir/fa/w/UhnEyMDWuyI Preparing our localhost
https://www.seevid.ir/fa/w/UhnEyMDWuyI Docker Container
https://www.seevid.ir/fa/w/UhnEyMDWuyI venv configuration for virtual environment
https://www.seevid.ir/fa/w/UhnEyMDWuyI RedisInsight Configuration (optional)
https://www.seevid.ir/fa/w/UhnEyMDWuyI Database employee records
https://www.seevid.ir/fa/w/UhnEyMDWuyI Employee HashModel
https://www.seevid.ir/fa/w/UhnEyMDWuyI Employee JSONModel
https://www.seevid.ir/fa/w/UhnEyMDWuyI Upload Employees (localhost way)
https://www.seevid.ir/fa/w/UhnEyMDWuyI Upload to Redis Cloud (redis cloud way)
https://www.seevid.ir/fa/w/UhnEyMDWuyI SEARCH BY first name
https://www.seevid.ir/fa/w/UhnEyMDWuyI RediSearch Client
https://www.seevid.ir/fa/w/UhnEyMDWuyI Wildcard searches
https://www.seevid.ir/fa/w/UhnEyMDWuyI SEARCH by first name and last name
https://www.seevid.ir/fa/w/UhnEyMDWuyI SORT BY Salary (Ascending)
https://www.seevid.ir/fa/w/UhnEyMDWuyI SORT BY Salary (Descending)
https://www.seevid.ir/fa/w/UhnEyMDWuyI Aggregate reducers
https://www.seevid.ir/fa/w/UhnEyMDWuyI Aggregate alias
https://www.seevid.ir/fa/w/UhnEyMDWuyI Aggregate limit
https://www.seevid.ir/fa/w/UhnEyMDWuyI GROUP BY department
https://www.seevid.ir/fa/w/UhnEyMDWuyI GROUP BY department only those who are admins
https://www.seevid.ir/fa/w/UhnEyMDWuyI GROUP BY salary
https://www.seevid.ir/fa/w/UhnEyMDWuyI Count number of employees w/ salary greater than 75K USD
https://www.seevid.ir/fa/w/UhnEyMDWuyI SEARCH BY tags ( single tag )
https://www.seevid.ir/fa/w/UhnEyMDWuyI SEARCH BY tags ( multiple tags )
https://www.seevid.ir/fa/w/UhnEyMDWuyI SEARCH BY GEOLOCATION
https://www.seevid.ir/fa/w/UhnEyMDWuyI Outro
User Management app w/ Nodejs x Redis - https://www.seevid.ir/fa/w/1_8Er3sgQ1I
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