pathwaycom/llm-app

Ready-to-run cloud templates for RAG, AI pipelines, and enterprise search with live data. 🐳Docker-friendly.⚡Always in sync with Sharepoint, Google Drive, S3, Kafka, PostgreSQL, real-time data APIs, and more.

65
/ 100
Established

Built on the Pathway Live Data framework (a Python library with Rust engine), these templates eliminate infrastructure fragmentation by bundling vector indexing via usearch, full-text search via Tantivy, and HTTP API serving into a single unified runtime—no separate vector database, cache, or API framework needed. The pipelines automatically synchronize with multiple data sources and expose REST endpoints that trigger real-time re-indexing on any data change, enabling production RAG applications that scale to millions of documents without manual orchestration.

56,145 stars and 89 monthly downloads. Available on PyPI.

Maintenance 10 / 25
Adoption 14 / 25
Maturity 25 / 25
Community 16 / 25

How are scores calculated?

Stars

56,145

Forks

1,375

Language

Jupyter Notebook

License

MIT

Last pushed

Jan 07, 2026

Monthly downloads

89

Commits (30d)

0

Dependencies

5

Get this data via API

curl "https://pt-edge.onrender.com/api/v1/quality/vector-db/pathwaycom/llm-app"

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