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intelligent-ingestion

Official

Smart, scalable document ingestion for RAG.

Data & Analytics#embeddings#rag#pipeline#chunking#document#ingest#vertex-ai
AuthorAgentient
Version1.0.0
Installs0

System Documentation

What problem does it solve?

This STUB provides a placeholder for intelligent document ingestion to support Retrieval-Augmented Generation (RAG) workflows. The current SKILL.md indicates this is a STUB and not yet implemented, serving as a placeholder to preserve the planned plugin structure.

Core Features & Use Cases

  • Planned Intelligent Chunking Strategies (fixed-size, semantic, sentence-boundary, markdown-aware) for diverse documents.
  • Concurrent online embeddings with explicit RETRIEVAL_DOCUMENT task_type for retrieval accuracy.
  • Bypass batch API limitations to ensure correct task_type in retrieval workflows.
  • Document preprocessing and normalization for consistent ingestion results.

Quick Start

Activate the intelligent-ingestion skill when the core implementation is available and review the parent plugin README for planned capabilities.

Dependency Matrix

Required Modules

None required

Components

Standard package

💻 Claude Code Installation

Recommended: Let Claude install automatically. Simply copy and paste the text below to Claude Code.

Please help me install this Skill:
Name: intelligent-ingestion
Download link: https://github.com/Agentient/vibekit/archive/main.zip#intelligent-ingestion

Please download this .zip file, extract it, and install it in the .claude/skills/ directory.
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