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Examples and guides for using the OpenAI API

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**Identify the file to be fixed** examples/vector_databases/README.md **Describe the problem** The Vector Databases Cookbook [here](https://cookbook.openai.com/examples/vector_databases/readme) lists down all the available databases. The issue here is that the listing redirects the...

bug

**Please do not use the issues page to ask general questions about the OpenAI API.** Questions asked here will usually not receive answers. Feel free to report problems with code...

support

## Summary Add live demo link to voice translation notebook to help users quickly test and understand the capabilities. ## Motivation While the notebook provides comprehensive instructions for implementing voice...

## Summary - fix duplication in registry.yaml ## Motivation - currently shows two. ![Screenshot 2025-02-28 at 9 52 31 PM](https://github.com/user-attachments/assets/563438cc-496e-44ca-814c-0605a1b0c8e6) --- ## For new content When contributing new content, read...

**Identify the file to be fixed** article containing the problem https://cookbook.openai.com/examples/embedding_wikipedia_articles_for_search **Describe the problem** a broken link for the file "api_request_parallel_processor.py" **Describe a solution** changing the url in the article...

bug

## Summary Add a missing package install, pandas. ## Motivation Make it easier for new starters to run the cookbook notebook. ---

[optional format] **Identify the file to be fixed** [Code_quality_and_security_scan_with_GitHub_Actions.md](https://github.com/openai/openai-cookbook/blob/a3e98ea4dcf866b5e7a3cb7d63dccaa68c7d63aa/examples/third_party/Code_quality_and_security_scan_with_GitHub_Actions.md) **Describe the problem** In the provided yaml code, there is 'fi' lacking inside **Describe a solution** ```yaml name: Get Diff run:...

bug

[optional template] **Is your feature request related to a problem? Please describe.** A clear and concise description of what the problem is. Ex. I'm always frustrated when [...] **Describe the...

## Summary This PR reopens https://github.com/openai/openai-cookbook/pull/1379 (got stale and closed). Nelson changed jobs in between and I'm resubmitting this PR. Adding a notebook for dealing with multiple annotators, partially replicating...

## Summary This PR adds a cookbook on instrumenting observability in a RAG chain using [MLflow Tracing](https://mlflow.org/docs/latest/llms/tracing/index.html), an observability tool that automatically instruments traces. ## Motivation _Why are these changes...