qdrant-chunk-retriever
CommunityInspect Qdrant chunks, debug RAG with ease.
Authortechybolek
Version1.0.0
Installs0
System Documentation
What problem does it solve?
Debugging Retrieval-Augmented Generation (RAG) systems can be challenging without visibility into how documents are chunked and stored in your vector database. This Skill allows you to easily retrieve and inspect individual chunks, helping you understand document structure and pinpoint retrieval issues.
Core Features & Use Cases
- Retrieve All Chunks: Get a complete overview of how a PDF is broken down.
- Inspect Specific Chunks: Dive into the content and metadata of any particular chunk.
- View Context Fields: Examine document and chunk contexts to understand embedding content.
- Use Case: Your RAG system isn't finding expected information for a specific query. Use this Skill to inspect the relevant document's chunks, verify content, and check chunk boundaries to diagnose the problem.
Quick Start
Show me all chunks from child-care-services-guide-twc.pdf.
Dependency Matrix
Required Modules
qdrant-client
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: qdrant-chunk-retriever Download link: https://github.com/techybolek/child/archive/main.zip#qdrant-chunk-retriever Please download this .zip file, extract it, and install it in the .claude/skills/ directory.