complex filtering and open ai completions

[Adityav369]

No description provided.

[jazzberry-ai]

Bug Report

Name	Severity	Example test case	Description
OpenAI API Key Exposure	High	Include the OpenAI API key directly in the code.	The example code in generating-completions-with-retrieved-chunks.mdx shows the OpenAI API key being directly included in the code, which is a security risk. It should emphasize using environment variables or a more secure method.
use_colpali=True Clarification Needed	Low	Ingest a document with use_colpali=True and try to use metadata filtering.	The cookbook complex-metadata-filtering.mdx should clarify that use_colpali=True is related to multimodal support and its impact on metadata filtering. It's not clear if metadata filtering depends on it.

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