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Docs: improve similarity search examples (#11298)

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**Description:** 

Examples in the "Select by similarity" section were not really
highlighting capabilities of similarity search.
E.g. "# Input is a measurement, so should select the tall/short example"
was still outputting the "mood" example.

I tweaked the inputs a bit and fixed the examples (checking that those
are indeed what the search outputs).

Co-authored-by: Harrison Chase <hw.chase.17@gmail.com>
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Oleg Sinavski 2023-10-04 02:47:08 +01:00 committed by GitHub
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docs/snippets/modules/model_io/prompts/example_selectors/similarity.mdx
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@ -73,7 +73,7 @@ print(similar_prompt.format(adjective="worried"))
```python ```python
# Input is a measurement, so should select the tall/short example # Input is a measurement, so should select the tall/short example
print(similar_prompt.format(adjective="fat")) print(similar_prompt.format(adjective="large"))
``` ```
<CodeOutputBlock lang="python"> <CodeOutputBlock lang="python">
@ -81,10 +81,10 @@ print(similar_prompt.format(adjective="fat"))
``` ```
Give the antonym of every input Give the antonym of every input
Input: happy Input: tall
Output: sad Output: short
Input: fat Input: large
Output: Output:
``` ```
@ -94,7 +94,7 @@ print(similar_prompt.format(adjective="fat"))
```python ```python
# You can add new examples to the SemanticSimilarityExampleSelector as well # You can add new examples to the SemanticSimilarityExampleSelector as well
similar_prompt.example_selector.add_example({"input": "enthusiastic", "output": "apathetic"}) similar_prompt.example_selector.add_example({"input": "enthusiastic", "output": "apathetic"})
print(similar_prompt.format(adjective="joyful")) print(similar_prompt.format(adjective="passionate"))
``` ```
<CodeOutputBlock lang="python"> <CodeOutputBlock lang="python">
@ -102,10 +102,10 @@ print(similar_prompt.format(adjective="joyful"))
``` ```
Give the antonym of every input Give the antonym of every input
Input: happy Input: enthusiastic
Output: sad Output: apathetic
Input: joyful Input: passionate
Output: Output:
``` ```