chdb
openvino_notebooks
| chdb | openvino_notebooks | |
|---|---|---|
| 18 | 80 | |
| 1,726 | 1,991 | |
| 4.8% | 5.1% | |
| 9.5 | 9.9 | |
| 1 day ago | about 11 hours ago | |
| C++ | Jupyter Notebook | |
| Apache License 2.0 | Apache License 2.0 |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
chdb
- FLaNK Stack Weekly 06 Nov 2023
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DB Pilot: Query Postgres, files, S3 and more – all at once, from your laptop
Hey HN, creator of DB Pilot here.
I first announced DB Pilot on HN back in April: https://news.ycombinator.com/item?id=35761979.
Since then a lot has improved: More databases are supported, most of the product can now be used for free, and most importantly:
The app now comes with an analytics workspace powered by an embedded ClickHouse instance, running locally on your machine. This allows you to query local files, files on S3, PostgreSQL, SQLite & more - and all of those at once.
Embedding ClickHouse was possible thanks to chDB (https://github.com/chdb-io/chdb). A recent discussion on HN about it: https://news.ycombinator.com/item?id=37985005
- ChDB: Embedded OLAP SQL Engine Powered by ClickHouse
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DuckDB 0.9.0
I recommend using ClickHouse instead of DuckDB.
It has been around since 2016, and it covers and extends the feature set of DuckDB with a huge margin. Worth noting that it never has breaking changes in its table format MergeTree.
I'm tracking the progress of DuckDB and see that it is modeled after ClickHouse, but does not approach it in terms of feature completeness, stability, or performance.
The closest to DuckDB option is to use its self-contained version, clickhouse-local: https://clickhouse.com/blog/extracting-converting-querying-l... or an embedded version, chdb: https://github.com/chdb-io/chdb
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Is ClickHouse Moving Away from Open Source?
Different beasts, but if by any chance you love ClickHouse already and just want to run OLAP queries in-process, there's chdb: https://github.com/chdb-io/chdb
- ChDB: An Embedded OLAP SQL Engine Powered by ClickHouse
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PRQL, Pipelined Relational Query Language
> Can you embed it in Python as a library?
https://github.com/chdb-io/chdb
pip install chdb -
Using SQL inside Python pipelines with Duckdb, Glaredb (and others?)
New kid on the block that I prefer over DuckDB is CHDB (https://github.com/chdb-io/chdb). Embedded ClickHouse, so once you out grow your laptop you can simply move to an actual OLAP that's Open-source.
- ClickHouse-local and chdb performance issue on clickbench Q.23 Q28
openvino_notebooks
- FLaNK-AIM Weekly 06 May 2024
- FLaNK AI Weekly 18 March 2024
- FLaNK Stack Weekly 19 Feb 2024
- FLaNK Stack Weekly 12 February 2024
- FLaNK Stack 05 Feb 2024
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Optimum Intel OpenVino Performance
Also, credits for using zram in your VM setup; that's a smart hack for memory management. Have you tried tweaking other models like the ones in this OpenVINO notebook?
- FLaNK Stack Weekly 06 Nov 2023
- Trouvez-la plus vite
- Change your voice. FreeVC offers one-shot voice conversion, no text transcript required. Explore how OpenVINO powers AI solutions, see the code on GitHub.
- Vous aurez la banane
What are some alternatives?
risingwave - SQL stream processing, analytics, and management. PostgreSQL simplicity, unrivaled performance, and seamless elasticity. 🚀 10x more productive. 🚀 10x more cost-efficient.
deepeval - The LLM Evaluation Framework
duckdb-wasm - WebAssembly version of DuckDB
super-gradients - Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
chdb-cli - Simple CLI / REPL for chdb made in Python
starcoder - Home of StarCoder: fine-tuning & inference!
sqlite_blaster_python - A library for creating huge Sqlite indexes at breakneck speeds
open_model_zoo - Pre-trained Deep Learning models and demos (high quality and extremely fast)
glaredb - GlareDB: An analytics DBMS for distributed data
netron - Visualizer for neural network, deep learning and machine learning models
pyprql - Python extensions for PRQL
trieve - All-in-one infrastructure for building search, recommendations, and RAG. Trieve combines search language models with tools for tuning ranking and relevance.