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Title: GitHub - codep-ai/pathway: Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

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X Title: GitHub - codep-ai/pathway: Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.

Description: Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. - codep-ai/pathway

Open Graph Description: Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. - codep-ai/pathway

X Description: Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG. - codep-ai/pathway

Mail addresses
contact@pathway.com
contact@pathway.com

Opengraph URL: https://github.com/codep-ai/pathway

X: @github

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	https://pathway.com/
	https://trendshift.io/repositories/10388
	https://github.com/pathwaycom/pathway/actions/workflows/ubuntu_test.yml
	https://github.com/pathwaycom/pathway/actions/workflows/release.yml
	https://badge.fury.io/py/pathway
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	https://github.com/pathwaycom/pathway/blob/main/LICENSE.txt
	https://discord.gg/pathway
	https://twitter.com/intent/follow?screen_name=pathway_com
	https://linkedin.com/company/pathway
	https://github.com/dylanhogg/awesome-python/blob/main/README.md
	https://gurubase.io/g/pathway
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	https://patch-diff.githubusercontent.com/codep-ai/pathway#pathway-live-data-framework
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on Discord	https://discord.com/invite/pathway
	https://patch-diff.githubusercontent.com/codep-ai/pathway#use-cases-and-templates
Try one of our easy-to-run examples	https://pathway.com/developers/templates
	https://patch-diff.githubusercontent.com/codep-ai/pathway#event-processing-and-real-time-analytics-pipelines
Showcase: Real-time ETL.	https://pathway.com/developers/templates/kafka-etl
Showcase: Event-driven pipelines with alerting.	https://pathway.com/developers/templates/realtime-log-monitoring
Showcase: Realtime analytics.	https://pathway.com/developers/templates/linear_regression_with_kafka/
Docs: Switch from batch to streaming.	https://pathway.com/developers/user-guide/connecting-to-data/switch-from-batch-to-streaming
	https://patch-diff.githubusercontent.com/codep-ai/pathway#ai-pipelines
LLM xpack documentation	https://pathway.com/developers/user-guide/llm-xpack/overview
here	https://pathway.com/developers/user-guide/llm-xpack/llm-examples
Template: Unstructured data to SQL on-the-fly.	https://pathway.com/developers/templates/unstructured-to-structured/
Template: Private RAG with Ollama and Mistral AI	https://pathway.com/developers/templates/private-rag-ollama-mistral
Template: Adaptive RAG	https://pathway.com/developers/templates/adaptive-rag
Template: Multimodal RAG with gpt-4o	https://pathway.com/developers/templates/multimodal-rag
	https://patch-diff.githubusercontent.com/codep-ai/pathway#features
	https://patch-diff.githubusercontent.com/codep-ai/pathway#getting-started
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	https://patch-diff.githubusercontent.com/codep-ai/pathway#example-computing-the-sum-of-positive-values-in-real-time
in Google Colab	https://colab.research.google.com/drive/1aBIJ2HCng-YEUOMrr0qtj0NeZMEyRz55?usp=sharing
here	https://github.com/pathwaycom/pathway/tree/main/examples
	https://patch-diff.githubusercontent.com/codep-ai/pathway#deployment
	https://patch-diff.githubusercontent.com/codep-ai/pathway#locally
	https://camo.githubusercontent.com/dfb215b06d59250eb2970259a55db2ea0f613099375df17c039a0ffa55160511/68747470733a2f2f6431346c3362726b6834343230312e636c6f756466726f6e742e6e65742f706174687761792d64617368626f6172642e706e67
cookiecutter template	https://github.com/pathwaycom/cookiecutter-pathway
	https://patch-diff.githubusercontent.com/codep-ai/pathway#docker
	https://patch-diff.githubusercontent.com/codep-ai/pathway#pathway-image
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	https://patch-diff.githubusercontent.com/codep-ai/pathway#run-a-single-python-script
	https://patch-diff.githubusercontent.com/codep-ai/pathway#python-docker-image
	https://patch-diff.githubusercontent.com/codep-ai/pathway#kubernetes-and-cloud
how to deploy Pathway in a few clicks	https://pathway.com/developers/user-guide/deployment/render-deploy/
	https://patch-diff.githubusercontent.com/codep-ai/pathway#performance
some benchmarks to play with	https://github.com/pathwaycom/pathway-benchmarks
	https://github.com/pathwaycom/pathway-benchmarks/raw/main/images/bm-wordcount-lineplot.png
	https://patch-diff.githubusercontent.com/codep-ai/pathway#documentation-and-support
pathway.com/developers/	https://pathway.com/developers/user-guide/introduction/welcome
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	https://patch-diff.githubusercontent.com/codep-ai/pathway#license
BSL 1.1 License	https://github.com/pathwaycom/pathway/blob/main/LICENSE.txt
for most commercial purposes	https://pathway.com/license/
public repos	https://github.com/pathwaycom
	https://patch-diff.githubusercontent.com/codep-ai/pathway#contribution-guidelines
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