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App Templates

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LLM
Dynamic Enterprise RAG with SharePoint
This article presents Dynamic Enterprise RAG application that integrates with Microsoft SharePoint as a data source
Multimodal RAG for PDFs with Text, Images, and Charts
End-to-end template showing how you can launch a document processing pipeline that utilizes GPT-4o in the parsing stage.
Pathway RAG app with always up-to-date knowledge
This demo shows how to create a RAG application using Pathway that provides always up-to-date knowledge to your LLM without the need for a separate ETL.
Langchain and Pathway: RAG Apps with always-up-to-date knowledge
Private RAG with Connected Data Sources using Mistral, Ollama, and Pathway
Adaptive RAG with fully local models
Adaptive RAG: cut your LLM costs without sacrificing accuracy
This article presents Adaptive RAG: a new technique to decrease the cost of RAGs without sacrificing accuracy
LlamaIndex and Pathway: RAG Apps with always-up-to-date knowledge
Pathway is now available in LlamaIndex as Reader and Retriever
RAG pipeline with up-to-date knowledge: get answers based on documents in local folder
End-to-end template to launch a simple pipeline that answers questions based on documents in a given folder.
RAG pipeline with up-to-date knowledge: get answers based on documents stored in S3
End-to-end template to launch a simple pipeline that answers questions based on documents stored in S3.
RAG pipeline run locally with up-to-date knowledge: get answers based on documents stored locally
End-to-end template to launch a RAG pipeline relying on local computations and models.
Realtime Document Indexing: Vector Store with always-up-to-date knowledge template
End-to-end template to launch a service for a real-time document indexing pipeline powered by Pathway.
RAG pipeline with Pathway + Unstructured: getting answers based on PDFs
End-to-end template to launch a RAG pipeline using the Unstructured library for parsing documents.
Pathway + PostgreSQL + LLM: app for querying financial reports with live document structuring pipeline.
Deploy LLMs to parse raw text from streams and insert into a DB
Pathway + LLM + Slack notification: RAG App with real-time alerting when answers change in documents
Use LLMs for notifications with Pathway: crafting a RAG app with real-time alerting via Slack
Data pipeline
Delta Lake ETL with Pathway for Spark Analytics
How to use Pathway to prepare unstructured data for Spark analytics
Streaming ETL pipelines in Python with Airbyte and Pathway
How to use Pathway for Airbyte sources.
Kafka ETL: Processing event streams in Python
Learn how to build a Kafka ETL pipeline in Python with Pathway and process event streams in real-time.
Jupyter / Colab: visualizing and transforming live data streams in Python notebooks with Pathway
Smart real-time monitoring application with alert deduplication
Event stream processing
Realtime Server Log Monitoring: nginx + Filebeat + Pathway
Monitor your server logs in real time with Pathway
Uncovering hidden user relationships in crypto exchanges with Fuzzy Join on streaming data
An example of a cryptocurrency exchange
Linear regression on a Kafka stream
Out-of-Order Event Streams: Calculating Time Deltas with grouping by topic
Event stream processing
Interaction with a Feedback Loop.
Article introducing Fuzzy Join.
Automating reconciliation of messy financial transaction logs using Pathway's real-time fuzzy join
Article introducing Fuzzy Join.
Machine Learning
Real-Time Anomaly Detection: identifying brute-force logins using Tumbling Windows
Detecting suspicious login attempts
Real-Time PageRank on Dynamic Graphs with Pathway
Demonstration of a PageRank computation
Real-Time Shortest Paths on Dynamic Networks with Bellman-Ford in Pathway
Article explaining step-by-step how to implement the Bellman-Ford algorithm in Pathway.
Real-Time Twitter Sentiment Analysis and Prediction App with Pathway
Pathway Twitter showcase
Pathway Logistics Application: Streamlined Insights for Real-Time Asset Management
Pathway Logistics Showcase
Adaptive Classifiers: Evolving Predictions with Real-Time Data
Pathway Showcase: kNN+LSH classifier
time series
Signal Processing with Real-time Upsampling: combining multiple time series data streams.
Tutorial on signal processing: how to do upsampling with Pathway using windowby and intervals_over
Gaussian Filtering in Real-time: Signal processing with out-of-order data streams
Tutorial on signal processing: how to apply a Gaussian filter with Pathway using windowby and intervals_over
Sensor Fusion in real-time: combining time series data with Pathway
Learn how to combine between two time series with different timestamps in Pathway.