Valkey openai cookbook

[daric93]

Summary

This PR adds a new OpenAI + Valkey Vector Search Cookbook, including a step‑by‑step notebook that demonstrates how to use Valkey as a vector database with OpenAI embeddings. It introduces Valkey‑Search, explains how to index and query vectors, covers recommended deployment patterns, and provides clear examples for developers getting started with vector workloads on Valkey.

Motivation

Valkey is rapidly becoming a popular open‑source alternative for real‑time vector search, but there is currently limited practical documentation showing how to integrate it with modern embedding models. This cookbook fills that gap by offering a hands‑on guide that developers can follow end‑to‑end.

---

For new content

When contributing new content, read through our contribution guidelines, and mark the following action items as completed:

• I have added a new entry in registry.yaml (and, optionally, in authors.yaml) so that my content renders on the cookbook website.
• I have conducted a self-review of my content based on the contribution guidelines:
  • Relevance: This content is related to building with OpenAI technologies and is useful to others.
  • Uniqueness: I have searched for related examples in the OpenAI Cookbook, and verified that my content offers new insights or unique information compared to existing documentation.
  • Spelling and Grammar: I have checked for spelling or grammatical mistakes.
  • Clarity: I have done a final read-through and verified that my submission is well-organized and easy to understand.
  • Correctness: The information I include is correct and all of my code executes successfully.
  • Completeness: I have explained everything fully, including all necessary references and citations.

[chatgpt-codex-connector]

💡 Codex Review

Here are some automated review suggestions for this pull request.

Reviewed commit: 7cf10dbd6d

ℹ️ About Codex in GitHub

Codex has been enabled to automatically review pull requests in this repo. Reviews are triggered when you

• Open a pull request for review
• Mark a draft as ready
• Comment "@codex review".

If Codex has suggestions, it will comment; otherwise it will react with 👍.

When you sign up for Codex through ChatGPT, Codex can also answer questions or update the PR, like "@codex address that feedback".

[daric93]

Hi @minh-hoque, I opened this PR to add Valkey Vector Search cookbook. Would appreciate a review when you have a moment. If you're not the right person for this, could you point me to someone who could take a look? Thanks!