Tests and Linting

Adding implementations for vector stores #341

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Run time

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Job	Run time
Type Check	2m 39s
Type Check	2m 44s
Multimodality Tests	3m 43s
Multimodality Tests	3m 43s
OpenAI Language Model Tests	4m 31s
OpenAI Language Model Tests	4m 31s
Ollama Language Model Tests	4m 48s
Ollama Language Model Tests	4m 48s
Retrieval Model Tests	2m 26s
Retrieval Model Tests	2m 26s
Ruff Lint	6s
Ruff Lint	6s
	36m 31s