Switch from Elasticsearch YAML tests to client tests #2667
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There were three different problems: * Elasticsearch automatically applied certain index_options that were missing * Two tests were using FakeEmbeddings instead of ConsistentFakeEmbeddings * One test used [1, ..., 1, i] with i going from 0 to 2. Making it going from 1 to 3 allowed the cosine similarity to work as expected.
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This is mostly adapted from the Elasticsearch Serverless tests that already do this.
@miguelgrinberg This also bumps the tested version of Elasticsearch to 8.16. How do you want to handle the vector store tests? Do we keep the conditionals just in case we want to run those tests with 8.13 in the future?