---
title: "Discussion on \"Validating a vector database built for RAG: four layers of checks, with the code to run them\" | Hashnode"
description: "Discussion on \"Validating a vector database built for RAG: four layers of checks, with the code to run them\". Runnable checks for chunks, embeddings, retrieval and answers, tested against a 536-vector index.\nhttps://pournasserian.com/writing/validating-a-vector-database-for-rag"
url: "https://hashnode.com/posts/validating-a-vector-database-built-for-rag-four-layers-of-checks-with-the-code-to-run-them/6aed139a078e38e9f137f28c"
---

[Feed](https://hashnode.com/feed) /

Discussion

# [Validating a vector database built for RAG: four layers of checks, with the code to run them](https://pournasserian.hashnode.dev/validating-a-vector-database-built-for-rag-four-layers-of-checks-with-the-code-to-run-them?utm_source=hashnode&utm_medium=feed)

Runnable checks for chunks, embeddings, retrieval and answers, tested against a 536-vector index. https://pournasserian.com/writing/validating-a-vector-database-for-rag

Nov 5 · 1 min read · pournasserian.hashnode.dev  
Read the article

-   [#llm](https://hashnode.com/tag/llm)
-   [#rag](https://hashnode.com/tag/rag)
-   [#ai](https://hashnode.com/tag/ai)

## Written by

[Amir Pournasserian](https://hashnode.com/@pournasserian)

@pournasserian · Toronto, Canada

  
[View profile](https://hashnode.com/@pournasserian)

## Responses

Markdown supported · ⌘↵ to post

No responses yet.