"j^SSKJr SSKJrJrJr SSKJr SSKJrJ r SSK J r J r SSKJr SSKJr \ Sr\"S S 55rg ) )Sequence)KW_ONLY dataclassfield)datetime)AnyLiteral) calc_pricetypes)now_utc) RequestUsage)querydocumentc\rSrSr%Sr\\\\S'\\S'\\ \S'\ \S'\ \S'\ \S'\ "\ S 9r \\S '\ "\S 9r\\S 'S r\\ \4S -\S 'S r\ S -\S'S\\ -S\\4SjrS\R04SjrSrg )EmbeddingResultaThe result of an embedding operation. This class contains the generated embeddings along with metadata about the operation, including the original inputs, model information, usage statistics, and timing. Example: ```python from pydantic_ai import Embedder embedder = Embedder('openai:text-embedding-3-small') async def main(): result = await embedder.embed_query('What is AI?') # Access embeddings by index print(len(result.embeddings[0])) #> 1536 # Access embeddings by original input text print(result['What is AI?'] == result.embeddings[0]) #> True # Check usage print(f'Tokens used: {result.usage.input_tokens}') #> Tokens used: 3 ``` embeddings_inputs input_type model_name provider_name)default_factory timestampusageNprovider_detailsprovider_response_iditemreturnc[U[5(aURRU5nURU$)a;Get the embedding for an input by index or by the original input text. Args: item: Either an integer index or the original input string. Returns: The embedding vector for the specified input. Raises: IndexError: If the index is out of range. ValueError: If the string is not found in the inputs. ) isinstancestrrindexr)selfrs Z/home/mande/repo/quber/.venv/lib/python3.13/site-packages/pydantic_ai/embeddings/result.py __getitem__EmbeddingResult.__getitem__Us4 dC ;;$$T*Dt$$cUR(dS5e[URURURURS9$)a8Calculate the cost of the embedding request. Uses [`genai-prices`](https://github.com/pydantic/genai-prices) for pricing data. Returns: A price calculation object with `total_price`, `input_price`, and other cost details. Raises: LookupError: If pricing data is not available for this model/provider. z)Model name is required to calculate price) provider_idgenai_request_timestamp)rr rrr)r$s r%costEmbeddingResult.costgsAK KK JJ OO**$(NN   r()__name__ __module__ __qualname____firstlineno____doc__rfloat__annotations__rr"EmbedInputTyper_now_utcrrr rrdictrrintr& genai_typesPriceCalculationr,__static_attributes__r.r(r%rrs<%)) J SM6CO@>9Ix9. =E<=2.2d38nt+26'+#*+N%c %huo%$ k22 r(rN)collections.abcr dataclassesrrrrtypingrr genai_pricesr r r:pydantic_ai._utilsr r7pydantic_ai.usager r6rr.r(r%rCsI$1192*,- b b  b r(