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[Evals] Add retrieval completion fn and example #656

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merged 3 commits into from
Apr 12, 2023
Merged

[Evals] Add retrieval completion fn and example #656

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6b49497
add retrieval completion fn and example
andrew-openai Apr 12, 2023
37fd680
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andrew-openai Apr 12, 2023
04f9d4c
add embedding as configurtable
andrew-openai Apr 12, 2023
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@andrew-openai
andrew-openai committed Apr 12, 2023
commit 37fd680b528a41c67e35a7706dbbeed74e73f8c0
3 changes: 1 addition & 2 deletions evals/completion_fns/retrieval.py
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Expand Up @@ -103,10 +103,9 @@ def __call__(self, prompt: Union[str, list[dict]], **kwargs: Any) -> RetrievalCo
].text.values
)

# Ensure it is in string format
prompt = ChatCompletionPrompt(prompt).to_formatted_prompt()

retrieval_prompt = [{"role": "system", "content": self.retrieval_template + topk}] + prompt

answer = self.completion_fn_instance(prompt=retrieval_prompt, **kwargs).get_completions()[0]
record_sampling(prompt=retrieval_prompt, sampled=answer)
return RetrievalCompletionResult(answer)