AI Application Development Framework
59.9k 2026-04-30
pathwaycom/llm-app
A framework providing ready-to-deploy templates for building scalable, high-accuracy RAG and AI enterprise search applications with live data synchronization.
Core Features
Offers ready-to-run LLM App Templates for RAG, multimodal RAG, and SQL question-answering.
Ensures live data synchronization with diverse sources like Google Drive, Sharepoint, S3, Kafka, and PostgreSQL.
Includes built-in, in-memory data indexing for vector, hybrid, and full-text search capabilities.
Supports deployment on-cloud (GCP, AWS, Azure) or on-premises without complex infrastructure dependencies.
Scales efficiently to process millions of documents while maintaining data freshness.
Detailed Introduction
Pathway AI Pipelines is an open-source framework designed to accelerate the deployment of production-ready AI applications, particularly focusing on high-accuracy RAG and enterprise search. It provides pre-built LLM app templates that seamlessly integrate with various live data sources, ensuring that AI responses are always based on the most current information. With built-in data indexing and a Docker-friendly architecture, it simplifies the development and deployment of scalable AI solutions, eliminating common infrastructure complexities.