pathway

Pathway is a high-throughput, low-latency data processing framework that handles live data & streaming for you. Made with ❤️ for Python & ML/AI developers. (by pathwaycom)
Add to my DEV experience batch-processing Kafka pathway Python Streaming
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Pathway Alternatives

Similar projects and alternatives to pathway

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better pathway alternative or higher similarity.
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pathway reviews and mentions

Posts with mentions or reviews of pathway. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2024-02-10.
  • Choosing Between a Streaming Database and a Stream Processing Framework in Python
    10 projects | dev.to | 10 Feb 2024
    We understood how streaming databases differ from traditional databases, stream processing engines, conventional analytics databases, or OLAP databases. Now let’s focus on when and why we can use stream data processing frameworks for Python as an alternative to streaming databases. Python is the go-to language for data science and machine learning. There are some stream-processing libraries and frameworks in Python such as Bytewax, Quix, GlassFlow, Pathway. They have been developed to cope with the challenges Python Engineers face with Apache Kafka or Flink since they do not natively support Python.
  • How to build a custom GPT enabled full-stack app for real-time data
    5 projects | dev.to | 5 Sep 2023
    Maintain a data snapshot to observe variations in sales prices over time, as Pathway provides a built-in feature to compute differences between two alterations.
  • Show HN: LLM App – build a realtime LLM app in 30 lines, with no vector database
    3 projects | news.ycombinator.com | 27 Jul 2023
    Pathway (https://github.com/pathwaycom/pathway) is a data processing framework we are developing that unifies stream and batch processing of large datasets. It lets developers concentrate on writing the data processing logic, without worrying about tracking changes to data and updating the results. The same code can then be run on batch data (e.g. during testing) or on real-time data streams (i.e. online query processing)

    In the LLM app, Pathway allows concentrating on prompt building and querying the LLM APIs as if the corpus of documents were static, while all updates to it are handled by the framework itself.

  • A note from our sponsor - InfluxDB
    www.influxdata.com | 10 May 2024
    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. Learn more →

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Basic pathway repo stats
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1,747
9.6
1 day ago

pathwaycom/pathway is an open source project licensed under GNU General Public License v3.0 or later which is an OSI approved license.

The primary programming language of pathway is Python.

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