Build Live AI and RAG Pipelines in Minutes with YAML Templates
Hello everyone! I am Jan, CTO and one of the creators of Pathway, the real-time data processing framework. I’m excited to share Pathway’s ready-to-use AI Pipelines, configurable with just YAML! These frameworks offer out-of-the-box solutions for AI search, RAG, and more—optimized for real-time indexing and in-memory processing. What makes it simple? YAML templates! The pipeline templates are fully customizable using YAMLs to fit your needs, from changing the data sources to the choice of the LLM model, all without touching Pathway’s Python code. Thanks to the Pathway data processing engine,…
Build Live AI and RAG Pipelines in Minutes with YAML Templates launched on December 4, 2024 with 8 votes and more than 75% of that year's launches. The site was still online in September 2026, 1 year on.
What it does
Pathway Pipeline Templates
Pathway Live Data Framework's Application templates allow you to quickly put into production AI and ETL applications which offer high-accuracy RAG at scale using the most up-to-date knowledge available in your data sources. The Pathway Live Data Framework Templates are ready-to-deploy ETL and RAG pipelines built on the Pathway Live Data Framework, offering scalable, real-time data processing and AI-driven search capabilities through YAML and Python templates. They are designed for easy deployment and customization by both developers and non-developers. Get started by picking a template or visiting the Run a Template pagefrom pathway.com
In the maker’s words, at launch
Hello everyone! I am Jan, CTO and one of the creators of Pathway, the real-time data processing framework. I’m excited to share Pathway’s ready-to-use AI Pipelines, configurable with just YAML! These frameworks offer out-of-the-box solutions for AI search, RAG, and more—optimized for real-time indexing and in-memory…
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Pathway – Build Mission Critical ETL and RAG in Python (NATO, F1 Used)2024 · github.com · ▲73Hi HN data folks, I am excited to share Pathway, a Python data processing framework we built for ETL and RAG pipelines. https://github.com/pathwaycom/pathway We started Pathway to solve event processing for IoT and geospatial indexing. Think freight train operations in unmapped depots bringing key merchandise from China to Europe. This was not something we could use Flink or Elastic for. Then we added more connectors for streaming ETL (Kafka, Postgres CDC…), data indexing (yay vectors!), and LLM wrappers for RAG. Today Pathway provides a data indexing layer for live data…
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