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1 change: 0 additions & 1 deletion gsoc2026_agentic_rag.md
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Expand Up @@ -87,7 +87,6 @@ kubeflow/docs-agent/

### Phase 1: Ingestion & Foundation
**Focus: Data Pipeline and Vector Persistence**
* **KFP Ingestion:** Create robust Kubeflow Pipelines to crawl, heavily chunk, and embed the official Kubeflow documentation directly from [kubeflow.org](https://www.kubeflow.org/).
* **Code Ingestion:** Implement a parallel KFP pipeline to parse standard Kubeflow release code repositories—starting explicitly with [kubeflow/manifests](https://github.com/kubeflow/manifests)—capturing Abstract Syntax Trees (AST) and configuration context.
* **Backend:** Stand up the Vector Database with declarative schemas.
* **Deliverable:** A functional database loaded with fresh embeddings that update on a schedule via KFP.
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