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Blog post about agentic pipeline using valkey #290

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@vitarb vitarb commented Jul 1, 2025

Description

This PR adds a full end-to-end agentic demo built on Valkey, showcasing a real-time, stream-driven pipeline for ingesting, enriching, and distributing news content to personalized user feeds. It includes:

A Twitter-style agentic architecture implemented with Valkey Streams, Lua scripting, and Prometheus metrics.

GPU‑accelerated enrichment pipeline using HuggingFace Transformers.

Real-time observability via Grafana dashboards.

Fully working Docker Compose setup with support for both CPU and GPU execution.

A blog post documenting the system design, performance characteristics, and real-world debugging lessons.

Issues Resolved

Closes valkey-io/valkey-doc#320

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Commits are signed per the DCO using --signoff

By submitting this pull request, I confirm that my contribution is made under the terms of the BSD-3-Clause License.

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Create demo & blog: Valkey-powered agentic pipeline
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