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Top 23 Python Database Projects
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sqlmap
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Project mention: What’s the Difference Between Fine-tuning, Retraining, and RAG? | dev.to | 2024-04-08
Check us out on GitHub.
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WorkOS
The modern identity platform for B2B SaaS. The APIs are flexible and easy-to-use, supporting authentication, user identity, and complex enterprise features like SSO and SCIM provisioning.
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edgedb
A graph-relational database with declarative schema, built-in migration system, and a next-generation query language
Project mention: EdgeDB – A graph-relational database with declarative schema | news.ycombinator.com | 2024-02-10 -
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Project mention: Does anyone prefer the CLI over the shell, or other way around? If so, why? | /r/mysql | 2023-04-23
Also, check out MyCLI. https://github.com/dbcli/mycli "Terminal Client for MySQL with AutoCompletion and Syntax Highlighting"
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DB-GPT
AI Native Data App Development framework with AWEL(Agentic Workflow Expression Language) and Agents
Interact your data and environment using the local GPT (https://github.com/csunny/DB-GPT)
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InfluxDB
Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.
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dataset
Easy-to-use data handling for SQL data stores with support for implicit table creation, bulk loading, and transactions.
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ibis – portable Python dataframe library
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tencent-ml-images
Largest multi-label image database; ResNet-101 model; 80.73% top-1 acc on ImageNet
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sqlite-web – Web-based SQLite database browser written in Python
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If the issue happen a lot, there is also: https://github.com/datafold/data-diff
That is a nice tool to do it cross database as well.
I think it's based on checksum method.
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Project mention: Show HN: Stargazers Reloaded – LLM-Powered Analyses of Your GitHub Community | news.ycombinator.com | 2023-09-30
Hey friends!
We have built an app for getting insights about your favorite GitHub community using large language models.
The app uses LLMs to analyze the GitHub profiles of users who have starred the repository, capturing key details like the topics they are interested in. It takes screenshots of the stargazer's GitHub webpage, extracts text using an OCR model, and extracts insights embedded in the extracted text using LLMs.
This app is inspired by the “original” Stargazers app written by Spencer Kimball (CEO of CockroachDB). While the original app exclusively used the GitHub API, this LLM-powered app built using EvaDB additionally extracts insights from unstructured data obtained from the stargazers’ webpages.
Our analysis of the fast-growing GPT4All community showed that the majority of the stargazers are proficient in Python and JavaScript, and 43% of them are interested in Web Development. Web developers love open-source LLMs!
We found that directly using GPT-4 to generate the “golden” table is super expensive — costing $60 to process the information of 1000 stargazers. To maintain accuracy while also reducing cost, we set up an LLM model cascade in a SQL query, running GPT-3.5 before GPT-4, that lowers the cost to $5.5 for analyzing 1000 GitHub stargazers.
We’ve been working on this app for a month now and are excited to open source it today :)
Some useful links:
* Blog Post - https://medium.com/evadb-blog/stargazers-reloaded-llm-powere...
* GitHub Repository - https://github.com/pchunduri6/stargazers-reloaded/
* EvaDB - https://github.com/georgia-tech-db/evadb
Please let us know what you think!
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PyPika
PyPika is a python SQL query builder that exposes the full richness of the SQL language using a syntax that reflects the resulting query. PyPika excels at all sorts of SQL queries but is especially useful for data analysis.
Project mention: any recommendations for a good query builder library with good support? | /r/learnpython | 2023-07-11I recently started using drizzle orm and I am now looking for something similar in python, my goal is to be as close to sql syntax as possible without just passing dml commands as strings, type safety would be cool as well, I saw this one pypika but it ha a lot of open issues and no commits for a year, is there anything similar but more stable?
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CloudFail
Utilize misconfigured DNS and old database records to find hidden IP's behind the CloudFlare network
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codechecker
CodeChecker is an analyzer tooling, defect database and viewer extension for the Clang Static Analyzer and Clang Tidy
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pgadmin4
pgAdmin is the most popular and feature rich Open Source administration and development platform for PostgreSQL, the most advanced Open Source database in the world.
You can install pgAdmin on Windows and connect the GUI Admin/developer tool directly to your PostgreSQL server running in WSL.
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baserow
The official repository is hosted on https://gitlab.com/bramw/baserow. Baserow is an open source no-code database tool and Airtable alternative.
Project mention: Baserow – Self Hosted Airtable Alternative Launches No-Code Application Builder | news.ycombinator.com | 2024-03-13Hey, I'm one of the founders of Baserow. We launched the beta of our application builder last week. It allows you to build database-driven websites, web applications, and portals. It's in the same product as our database module, and will work seamlessly together with it. More information can be found in the release blog post linked to this post, and in this video https://www.youtube.com/watch?v=yjE7gxkPlDs. Even though it's in an early state, it's already possible to try it out on https://baserow.io or by self-hosting the latest version. Happy to answer all the questions you might have.
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SaaSHub
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NOTE:
The open source projects on this list are ordered by number of github stars.
The number of mentions indicates repo mentiontions in the last 12 Months or
since we started tracking (Dec 2020).
The latest post mention was on 2024-04-15.
Python Database related posts
- PostgreSQL on WSL (Debian)
- Time Series Blob Data: ReductStore vs. MongoDB
- PgAdmin PostgreSQL Tools
- Merging data from multiple Excel files
- How to Forecast Air Temperatures with AI + IoT Sensor Data
- Ibis: The portable Python dataframe library
- Baserow – Self Hosted Airtable Alternative Launches No-Code Application Builder
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A note from our sponsor - SaaSHub
www.saashub.com | 15 Apr 2024
Index
What are some of the best open-source Database projects in Python? This list will help you:
| Project | Stars | |
|---|---|---|
| 1 | SQLMap | 30,427 |
| 2 | MindsDB | 21,160 |
| 3 | edgedb | 12,180 |
| 4 | pgcli | 11,678 |
| 5 | mycli | 11,246 |
| 6 | DB-GPT | 10,715 |
| 7 | q | 10,106 |
| 8 | TinyDB | 6,488 |
| 9 | dataset | 4,716 |
| 10 | ibis | 4,041 |
| 11 | tencent-ml-images | 3,043 |
| 12 | arctic | 3,028 |
| 13 | flask-base | 2,976 |
| 14 | sqlite-web | 2,867 |
| 15 | data-diff | 2,824 |
| 16 | evadb | 2,564 |
| 17 | PyPika | 2,360 |
| 18 | Flask-Migrate | 2,292 |
| 19 | CloudFail | 2,110 |
| 20 | codechecker | 2,079 |
| 21 | pgadmin4 | 2,056 |
| 22 | baserow | 2,036 |
| 23 | sandman2 | 1,981 |
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