_jn&SSKJr SSKJrJrJrJrJrJrJ r SSK J r SSK J r SSKrSSKJrJrJrJrJrJrJrJr SSKJrJrJrJrJr SS KJr SS K J!r!J"r" SS K#J$r$J%r%J&r&J'r' SS K(J)r)J*r* SS K+J,r,J-r-J.r.J/r/J0r0J1r1 SSK2J3r3 SSK4J5r5 SSK6J7r7 SSK8J9r9 SSK:J;r; SSKJ?r? SSK@JArA SSKBJCrC SSKDJErE SSKFJGrG /SQrH"SS\!5rI"SS\"5rJ"SS5rK"S S!5rL"S"S#5rM"S$S%5rN\IrO\JrP\KrQ\LrR\MrS\NrTg)&) annotations)AnyDictListUnionIterableOptionalcast)chain)LiteralN)BodyOmitQueryHeadersNoneTypeNotGivenomit not_given)is_given path_templatemaybe_transformstrip_not_givenasync_maybe_transform)cached_property)SyncAPIResourceAsyncAPIResource)to_raw_response_wrapperto_streamed_response_wrapperasync_to_raw_response_wrapper"async_to_streamed_response_wrapper)Stream AsyncStream)findall_create_paramsfindall_enrich_paramsfindall_events_paramsfindall_extend_paramsfindall_ingest_paramsfindall_candidates_params)make_request_options) FindAllRun)JsonSchemaParam) WebhookParam) FindAllSchema)McpServerParam)FindAllRunResult)ParallelBetaParam)MatchConditionParam)FindAllEventsResponse)FindAllCandidatesResponse) FindAllResourceAsyncFindAllResourceFindAllResourceWithRawResponse#AsyncFindAllResourceWithRawResponse$FindAllResourceWithStreamingResponse)AsyncFindAllResourceWithStreamingResponseFindallResourceAsyncFindallResourceFindallResourceWithRawResponse#AsyncFindallResourceWithRawResponse$FindallResourceWithStreamingResponse)AsyncFindallResourceWithStreamingResponsec \rSrSrSr\SSj5r\SSj5r\\\\SSS\ S.SSjjr \SSS\ S.SS jjr \SSS\ S.SS jjr \SSS\ S .SS jjr \\\SSS\ S .SSjjr\\\SSS\ S.SSjjr\SSS\ S.SSjjr\SSS\ S.SSjjr\SSS\ S.S Sjjr\SSS\ S.S!SjjrSrg)"r5: The FindAll API discovers and evaluates entities that match complex criteria from natural language objectives. Submit a high-level goal and the service automatically generates structured match conditions, discovers relevant candidates, and evaluates each against the criteria. Returns comprehensive results with detailed reasoning, citations, and confidence scores for each match decision. Streaming events and webhooks are supported. c[U5$z This property can be used as a prefix for any HTTP method call to return the raw response object instead of the parsed content. For more information, see https://www.github.com/parallel-web/parallel-sdk-python#accessing-raw-response-data-eg-headers )r7selfs T/home/rurouni/.local/lib/python3.13/site-packages/parallel/resources/beta/findall.pywith_raw_response!FindAllResource.with_raw_response?s.d33c[U5$z An alternative to `.with_raw_response` that doesn't eagerly read the response body. For more information, see https://www.github.com/parallel-web/parallel-sdk-python#with_streaming_response )r9rFs rHwith_streaming_response'FindAllResource.with_streaming_responseIs4D99rKN exclude_listmetadatawebhookbetas extra_headers extra_query extra_bodytimeoutc @0[S[U 5(a#SR[SU 5S/55O[05EU =(d 0En SS0U =(d 0En UR S[ UUUUUUUUS.[R5[XXS9[S9$) u Starts a FindAll run. This endpoint immediately returns a FindAll run object with status set to 'queued'. You can get the run result snapshot using the GET /v1beta/findall/runs/{findall_id}/result endpoint. You can track the progress of the run by: - Polling the status using the GET /v1beta/findall/runs/{findall_id} endpoint, - Subscribing to real-time updates via the /v1beta/findall/runs/{findall_id}/events endpoint, - Or specifying a webhook with relevant event types during run creation to receive notifications. Args: entity_type: Type of the entity for the FindAll run. generator: Generator for the FindAll run. One of base, core, pro, preview. match_conditions: List of match conditions for the FindAll run. match_limit: Maximum number of matches to find for this FindAll run. Must be between 5 and 1000 (inclusive). May return fewer results. objective: Natural language objective of the FindAll run. exclude_list: List of entity names/IDs to exclude from results. metadata: Metadata for the FindAll run. webhook: Webhooks for Task Runs. betas: Optional header to specify the beta version(s) to enable. extra_headers: Send extra headers extra_query: Add additional query parameters to the request extra_body: Add additional JSON properties to the request timeout: Override the client-level default timeout for this request, in seconds parallel-beta,c38# UHn[U5v M g7fNstr.0es rH )FindAllResource.create..4KUSVVUfindall-2025-09-15/v1beta/findall/runs entity_type generatormatch_conditions match_limit objectiverQrRrSrUrVrWrXbodyoptionscast_to) rrjoinr r_postrr$FindAllCreateParamsr*r+rGrkrlrmrnrorQrRrSrTrUrVrWrXs rHcreateFindAllResource.createRsz  #&)XXe4KU4KNbMc.d%e"  "  )*>X=CVTVX zz " #.!*(8#.!*$0 (& &99 )+Q[%  rKrTrUrVrWrXc 8U(d[SU<35e0[S[U5(a#SR[ SU5S/55O[ 05EU=(d 0EnSS0U=(d 0EnUR [SUS9[X4XVS9[S 9$) W Retrieve a FindAll run. Args: betas: Optional header to specify the beta version(s) to enable. extra_headers: Send extra headers extra_query: Add additional query parameters to the request extra_body: Add additional JSON properties to the request timeout: Override the client-level default timeout for this request, in seconds 9Expected a non-empty value for `findall_id` but received r[r\c38# UHn[U5v M g7fr^r_ras rHrd+FindAllResource.retrieve..rfrgrh!/v1beta/findall/runs/{findall_id} findall_idrprsrt ValueErrorrrrur r_getrr*r+rGrrTrUrVrWrXs rHretrieveFindAllResource.retrieves4XYcXfgh h  #&)XXe4KU4KNbMc.d%e"  "  )*>X=CVTVX yy =* U(+Q[   rKc ^U(d[SU<35eSS0U=(d 0En0[S[U5(a#SR[ SU5S/55O[ 05EU=(d 0EnUR SS05 UR[SUS 9[X4XVS 9[S 9$) U Cancel a FindAll run. Args: betas: Optional header to specify the beta version(s) to enable. extra_headers: Send extra headers extra_query: Add additional query parameters to the request extra_body: Add additional JSON properties to the request timeout: Override the client-level default timeout for this request, in seconds r~Accept*/*r[r\c38# UHn[U5v M g7fr^r_ras rHrd)FindAllResource.cancel..rfrgrh(/v1beta/findall/runs/{findall_id}/cancelrrpr rrrrur rupdatervrr*rrs rHcancelFindAllResource.cancels4XYcXfgh h!5B]-@bB   #&)XXe4KU4KNbMc.d%e"  "   o/CDEzz DQ[ \(+Q[   rKrnrUrVrWrXc SS0U=(d 0EnURS[UUUS.[R5[ XEXgS9[ S9$)  Return ranked entity candidates matching a natural language objective. This endpoint performs a best-effort search optimised for low latency. For comprehensive match evaluation and enrichment, use the [FindAll API](https://docs.parallel.ai/findall-api/findall-quickstart). Args: entity_type: Type of entity to search for. objective: Natural language description of target entities. match_limit: Maximum number of candidates to return. Must be between 5 and 1000 (inclusive). May return fewer results. Defaults to 100. extra_headers: Send extra headers extra_query: Add additional query parameters to the request extra_body: Add additional JSON properties to the request timeout: Override the client-level default timeout for this request, in seconds r[rh/v1beta/findall/candidatesrkrornrprq)rvrr)FindAllCandidatesParamsr*r4rGrkrornrUrVrWrXs rH candidatesFindAllResource.candidatessjH)*>X=CVTVX zz ( #.!*#. *AA )+Q[.  rK mcp_servers processorrTrUrVrWrXc rU(d[SU<35e0[S[U5(a#SR[ SU5S/55O[ 05EU=(d 0EnSS0U=(d 0EnUR [SUS9[UUUS.[R5[XgXS 9[S 9$)  Add an enrichment to a FindAll run. Args: output_schema: JSON schema for the enrichment output schema for the FindAll run. mcp_servers: List of MCP servers to use for the task. processor: Processor to use for the task. betas: Optional header to specify the beta version(s) to enable. extra_headers: Send extra headers extra_query: Add additional query parameters to the request extra_body: Add additional JSON properties to the request timeout: Override the client-level default timeout for this request, in seconds r~r[r\c38# UHn[U5v M g7fr^r_ras rHrd)FindAllResource.enrich..krfrgrh(/v1beta/findall/runs/{findall_id}/enrichr output_schemarrrprq) rrrrur rrvrrr%FindAllEnrichParamsr*r. rGrrrrrTrUrVrWrXs rHenrichFindAllResource.enrichCsFXYcXfgh h  #&)XXe4KU4KNbMc.d%e"  "  )*>X=CVTVX zz DQ[ \ %2#.!* &99 )+Q["  rK last_event_id api_timeoutrTrUrVrWrXcU(d[SU<35eSS0U=(d 0En0[S[U5(a#SR[ SU5S/55O[ 05EU=(d 0EnSS0U=(d 0EnUR [SUS 9[UUUU[UUS .[R5S 9[[[5S [[S 9$)\ Stream events from a FindAll run. Args: request: The Shapi request findall_id: The FindAll run ID last_event_id: Optional event ID to resume from. timeout: Optional timeout in seconds. If None, keep connection alive as long as the run is going. If set, stop after specified duration. Args: betas: Optional header to specify the beta version(s) to enable. extra_headers: Send extra headers extra_query: Add additional query parameters to the request extra_body: Add additional JSON properties to the request timeout: Override the client-level default timeout for this request, in seconds r~rtext/event-streamr[r\c38# UHn[U5v M g7fr^r_ras rHrd)FindAllResource.events..rfrgrh(/v1beta/findall/runs/{findall_id}/eventsrrrrUrVrWrXqueryTrsrtstream stream_cls)rrrrur rrrr*rr&FindAllEventsParamsr rr3r" rGrrrrTrUrVrWrXs rHeventsFindAllResource.eventss BXYcXfgh h!#6P=;NBP   #&)XXe4KU4KNbMc.d%e"  "  )*>X=CVTVX yy DQ[ \(+'%%)6'2*==  3434#  rKc nU(d[SU<35e0[S[U5(a#SR[ SU5S/55O[ 05EU=(d 0EnSS0U=(d 0EnUR [SUS9[SU0[R5[XEXgS 9[S 9$) c Extend a FindAll run by adding additional matches to the current match limit. Args: additional_match_limit: Additional number of matches to find for this FindAll run. This value will be added to the current match limit to determine the new total match limit. Must be greater than 0. betas: Optional header to specify the beta version(s) to enable. extra_headers: Send extra headers extra_query: Add additional query parameters to the request extra_body: Add additional JSON properties to the request timeout: Override the client-level default timeout for this request, in seconds r~r[r\c38# UHn[U5v M g7fr^r_ras rHrd)FindAllResource.extend..rfrgrh(/v1beta/findall/runs/{findall_id}/extendradditional_match_limitrprq) rrrrur rrvrrr'FindAllExtendParamsr*r.rGrrrTrUrVrWrXs rHextendFindAllResource.extends>XYcXfgh h  #&)XXe4KU4KNbMc.d%e"  "  )*>X=CVTVX zz DQ[ \ )+ABDYDmDm)+Q["  rKc 20[S[U5(a#SR[SU5S/55O[05EU=(d 0EnSS0U=(d 0EnUR S[ SU0[R5[X4XVS9[S9$)  Transforms a natural language search objective into a structured FindAll spec. Note: Access to this endpoint requires the parallel-beta header. The generated specification serves as a suggested starting point and can be further customized by the user. Args: objective: Natural language objective to create a FindAll run spec. betas: Optional header to specify the beta version(s) to enable. extra_headers: Send extra headers extra_query: Add additional query parameters to the request extra_body: Add additional JSON properties to the request timeout: Override the client-level default timeout for this request, in seconds r[r\c38# UHn[U5v M g7fr^r_ras rHrd)FindAllResource.ingest..!rfrgrh/v1beta/findall/ingestrorprq) rrrur rrvrr(FindAllIngestParamsr*r.rGrorTrUrVrWrXs rHingestFindAllResource.ingestsB  #&)XXe4KU4KNbMc.d%e"  "  )*>X=CVTVX zz $ +y!9;P;d;de(+Q["   rKc 8U(d[SU<35e0[S[U5(a#SR[ SU5S/55O[ 05EU=(d 0EnSS0U=(d 0EnUR [SUS9[X4XVS9[S 9$) { Retrieve the FindAll run result at the time of the request. Args: betas: Optional header to specify the beta version(s) to enable. extra_headers: Send extra headers extra_query: Add additional query parameters to the request extra_body: Add additional JSON properties to the request timeout: Override the client-level default timeout for this request, in seconds r~r[r\c38# UHn[U5v M g7fr^r_ras rHrd)FindAllResource.result..Qrfrgrh(/v1beta/findall/runs/{findall_id}/resultrrpr rrrrur rrrr*r0rs rHresultFindAllResource.result2s4XYcXfgh h  #&)XXe4KU4KNbMc.d%e"  "  )*>X=CVTVX yy DQ[ \(+Q[%   rKc 8U(d[SU<35e0[S[U5(a#SR[ SU5S/55O[ 05EU=(d 0EnSS0U=(d 0EnUR [SUS9[X4XVS9[S 9$) V Get FindAll Run Schema Args: betas: Optional header to specify the beta version(s) to enable. extra_headers: Send extra headers extra_query: Add additional query parameters to the request extra_body: Add additional JSON properties to the request timeout: Override the client-level default timeout for this request, in seconds r~r[r\c38# UHn[U5v M g7fr^r_ras rHrd)FindAllResource.schema..rfrgrh(/v1beta/findall/runs/{findall_id}/schemarrpr rrrrur rrrr*r.rs rHschemaFindAllResource.schemaas4XYcXfgh h  #&)XXe4KU4KNbMc.d%e"  "  )*>X=CVTVX yy DQ[ \(+Q["   rK)returnr7)rr9rkr`rlz)Literal['base', 'core', 'pro', 'preview']rmzIterable[MatchConditionParam]rnintror`rQz > ' > ? >  > .> &> ">  > 9>  > H/3.204)-$("&;DA A , A , A . 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