jdZddlmZddlZddlZddlZddlZddlZddlZddl Z ddl m Z m Z m Z mZddlmZddlmZmZmZmZmZmZddlZddlmZddlmZddlmZ dd l!m"Z"erdd l#m$Z$dd l%m&Z'dd l%m(Z)dd l%m*Z+ddl,m-Z-ddl.m/Z/ddl0m1Z1m2Z2m3Z3m4Z4m5Z5ddl6m7Z7m8Z8m9Z9m:Z:ddl;mZ)e%d?dd@Z* ddAZ+ d ddBZ,dddC ddDZ- ddEZ. d ddFZ/ddGZ0 ddHZ1 d ddIZ2ddJZ3dddK ddLZ4 ddddddde5jljndddMdddddddddNdO ddPZ8 ddddddQ ddRZ9ddddS ddTZ: ddUZ;dddddV ddWZddddd[ dd\Z? dd]Z@ddddd^ dd_ZAdd`ZBddda ddbZC ddcZD dddZEddde ddfZFddg ddhZGddddidj ddkZHdddl ddmZIddnZJddoZKddpZL ddqZM d ddrZN ddsZO ddtZPdduZQddvZRddwZSddxZTdydidde5jjdzdd{ dd|ZWdd}ZXddddd~ ddZYdddd ddZZdddddd ddZ[ddZ\ d ddZ] d ddZ^dddd ddZ_ddidd ddZ`dddddd ddZaddddddddd ddZbdd ddZcdddddd ddZddd ddZedddddd ddZfddZgddZhddZiddZjdydidddd ddZkdydidddd ddZl ddZm ddZnddZo ddZpddZq ddZr ddZsy( AsyncClientz4Async Client for interacting with the LangSmith API.) _retry_config_client_web_url _settings_cache_custom_headers_api_key_oauth_access_token _workspace_id _profile_auth_profile_auth_headers_langsmith_api_info_checked_min_versions_version_check_tasksdict[str, str]r1 Optional[str]r2r3r4zOptional[_profiles.ProfileAuth]r5r6z"Optional[ls_schemas.LangSmithInfo]r8cBi|j}d|d<|jr|j|tj<nF|jr|j |jn|j rd|j |d<|jr|j|d<|S)Napplication/jsonz Content-TypezBearer Authorizationz X-Tenant-Id)r1r2 ls_client X_API_KEYr6updater3r4)selfheaderss `/var/www/html/Fitness-lenito-AI-main/venv/lib/python3.12/site-packages/langsmith/async_client.py_compute_headerszAsyncClient._compute_headersls*T))*"4 ==+/==GI'' (  ' ' NN455 6  % %)01I1I0J'KGO $   %)%7%7GM "c|jS)z0Return the custom headers used for API requests.)r1rCs rErDzAsyncClient.headerszs###rGc~|xsi|_tj|j|j_yN)r1httpxHeadersrFr-rDrCvalues rErDzAsyncClient.headerss,${$}}T-B-B-DE rGc@t|jjS)z0Return the merged headers used for API requests.)dictr-rDrIs rE_headerszAsyncClient._headerssDLL(())rGc|jS)z+Return the API key used for authentication.)r2rIs rEapi_keyzAsyncClient.api_keys}}rGcv||_tj|j|j_yrK)r2rLrMrFr-rDrNs rErTzAsyncClient.api_keys' $}}T-B-B-DE rGc|jS)z.Return the workspace ID used for API requests.)r4rIs rE workspace_idzAsyncClient.workspace_ids!!!rGctj||_tj|j |j _yrK)ls_utilsget_workspace_idr4rLrMrFr-rDrNs rErWzAsyncClient.workspace_ids3%66u=$}}T-B-B-DE rGc K|j |jS |jddddid{}tj|t j d i|j |_|jS7M#t$r\}tjd|jdt|t j |_Yd}~|jSd}~wwxYww) z+Get information about the LangSmith server.NGETz/infoAcceptr>rDzFailed to get info from z: ) r8_arequest_with_retriesrYraise_for_status_with_text ls_schemas LangSmithInfojson BaseExceptionloggerwarning_api_urlrepr)rCresponsees rEinfozAsyncClient.infos :: !::  4!88!#569H  / / 9#11DHMMODDJzz 4 NN5dmm_BtAwiP Q#113DJJzz 4s@C-BBAB7 C-B C*AC%C-%C**C-NFc  |xsddi|_|xsi|_tjd} tjd} tjd} t j } ||n| xs | j }||n| }|duxr| du}|xr | j}||n|rdn | j}|r | jnd|_ ||n| xs | j}tj|}tj|}tj||_d|_i|_|rdt j&| tj(|_|j"j+|_|j"j|_ ||_|j/}tj0||xs4|jxs&|j"|j"j2rdndt5|t6r |d z dddf}n3t5|t8r!t9|Dcgc] }||d z nd c}}nd }t;j<||| |_||_ d|_!d|_"tG|_$tG|_%| |rd dl&}|jNd tPd| Ad dl&}|jNdtPd| durd|_)n-| dur tT|_)n| |_)n|s tT|_)nd|_)tWjX|j,|j t[t]|j>j^|j>j`|xsd|_1ycc}w)aInitialize the async client. Args: api_url: URL for the LangSmith API. api_key: API key for the LangSmith API. timeout_ms: Timeout for requests in milliseconds. retry_config: Retry configuration. web_url: URL for the LangSmith web app. headers: Additional HTTP headers to include in all requests. These headers will be merged with the default headers (Content-Type, x-api-key, etc.). Custom headers will not override the default required headers. workspace_id: The workspace ID. Required for org-scoped API keys. disable_prompt_cache: Disable prompt caching for this client. cache: **[Deprecated]** Control prompt caching behavior. This parameter is deprecated. Use `configure_global_async_prompt_cache()` to configure caching, or `disable_prompt_cache=True` to disable it. - `True`: Enable caching with the global singleton - `False`: Disable caching (equivalent to `disable_prompt_cache=True`) - `AsyncCache(...)`/`AsyncPromptCache(...)`: Use a custom cache instance max_retriesENDPOINTAPI_KEY WORKSPACE_IDN)api_key_headerz profile-authi )base_urlrDtimeoutrzBoth 'cache' and 'disable_prompt_cache' were provided. The 'cache' parameter is deprecated and will be removed in a future version. Using 'cache' parameter value. stacklevelzThe 'cache' parameter is deprecated and will be removed in a future version. 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Returns: The string representation of the instance. zAsyncClient (API URL: ))rhrIs rE__repr__zAsyncClient.__repr__s ( a88rGc@t|jjSrK)rr-rurIs rErhzAsyncClient._api_urls4<<(())rGcVtj|j|jS)zThe web host url.)rY get_host_urlr.rhrIs rE _host_urlzAsyncClient._host_urls$$T]]DMMBBrGcK|js |jy|jjr2tj|jj d{}n|jj }||_|jj|_ tj|j|j_y7twrK)r2r5 needs_refreshr to_threadget_auth_headersrr6rr3rLrMrFr-rD)rC auth_headerss rE_ensure_profile_authz AsyncClient._ensure_profile_auths ==D..6     + + -!(!2!243E3E3V3V!WWL--BBDL%1"#'#5#5#H#H $}}T-B-B-DE  XsA C"C#A5C)stop_after_attemptretry_oncK||n)tt|jjdd}tj tj tjg|xsd}d|vr0|d}|jD cic] \} } |  | |  } } } | |d<|jd{|j%d|vr!|jj|d|d<t|D]B} |jj||fi|d{} t j| | cSt jdcc} } w77;#t j"$rv}|j$} | j&dvr5t jd| j&d |d |d t)||| j&d k(rt j d |||| j&dk(r%t j*d|dt)||| j&dk(r%t j,d|dt)||| j&dk(r%t j.d|dt)||| j&dk(r%t j0d|dt)||t j2d|d |d t)||d}~wt j4$r'}t j dt)||d}~wwxYw#|$rH| |dz k(rd| zt7j6dzz}t9j:|d{7YuwxYww)a Make an async HTTP request with retries. Args: method: The HTTP method. endpoint: The request endpoint (appended to the API base URL). stop_after_attempt: The number of attempts to make. If unset, uses the client's configured max retries. retry_on: Additional exception types to retry on, beyond the connection/timeout/server-error set that is always retried. **kwargs: Forwarded to the underlying httpx request. Nrnror_paramsrD>zServer error (z) caused failure to  z in LangSmith API. iz(Client took too long to send request to izRate limit exceeded for z. izAuthentication failed for izResource not found for iz Conflict for z Failed to zRequest error: rwg?z0Unexpected error connecting to the LangSmith API)rrr,getrYLangSmithConnectionErrorLangSmithRequestTimeoutLangSmithAPIErroritemsrr5prepare_request_headersranger-requestrarLHTTPStatusErrorrj status_coderiLangSmithRateLimitErrorLangSmithAuthErrorLangSmithNotFoundErrorLangSmithConflictErrorLangSmithError RequestErrorrandomrsleep)rCmethodendpointrrkwargsrn retry_on_rkvfiltered_paramsattemptrjrk sleep_times rEr`z"AsyncClient._arequest_with_retriess,"- c4--11-CD   - -  , ,  & &6 n" 6  v H%F06 P1!-q!tOP.F8 '')))    )i6.A $ 2 2 J Jy!!F9 [)G- 0'%9T\\%9%9&(%Uf%UUH77A#O *^(( >  qQ * V,,! zzH++/HH&88,X-A-A,BC &xq 3//3Awi9 ! ! "--4&>>FvhxjY !"--4&>>6xj47)L !"--4&998 "T!WIN !"--4&==5hZr$q'K !"--4&==+H:RQyA !'55((;NtTUwiX !))";;)$q'3 0kAo-Z6==?S+@A mmJ///  0sBM( E E M(.E/AM(4!EEE0 M(EL'E1KL."LLLAM%MM%!M($M%%M(c,K|xsi}|jdd}|jdd|d< ||d<|jd||d{}|j}|sy|D]}| t||dkry|t|z }a7Dw)zGet a paginated list of items.offsetrlimitdr\rN)rr`rdlen)rCpathrrrjritems rE_aget_paginated_listz AsyncClient._aget_paginated_list$s 2Ha( **Wc2w%F8 !88V8TTHMMOE 5zF7O+ c%j FTsA B BABPOSTr)bodyrequest_methoddata_keyc\K|r|jni} |j||tj|d{}|j }|sy|j |sy||D]}| |j d} | sy| j dsy| d|d<7gw)z%Get a cursor paginated list of items.contentNcursorsnextcursor)copyr`r@ _dumps_jsonrdr) rCr r rrparams_rj response_bodyrunrs rE_aget_cursor_paginated_listz'AsyncClient._aget_cursor_paginated_list9s"&$))+2!88!--g69H %MMOM  $$X.$X. /#'' 2G;;v& 'GH %sAB,B*A(B,) project_name revision_idcK||jdxstj|||xstj|d|}|j ddt j|d{y7w)z Create a run.id)namerinputsrun_type session_namerr /runsrN)ruuiduuid4rYget_tracer_projectr`r@r)rCr r!r"rrr run_creates rE create_runzAsyncClient.create_runWs~**T"2djjl (IH,G,G,I&   )) GY%:%::%F*   sA1A;3A94A;cKi|dtj|i}|jddtj|tj|d{y7w)z Update a run.rPATCH/runs/rN)r@_as_uuidr`r)rCrun_idrdatas rE update_runzAsyncClient.update_runosh <&;$ 2 26 :;)) Y''/0 1))$/*   sAA&A$A&zread_run() is deprecated and will be removed after Jan 31, 2027. Use client.runs.retrieve() instead. See https://docs.langchain.com/langsmith/smithdb-sdk-migration#runs-retrieve for the migration guide.) project_idc"Ktj|}|jd{}t|j}|t j k7r@|jdd|d{}tjdi|jS|tjd|jjt|ttj|t d{}t#|S777w)a=Read a run. .. admonition:: Deprecated Use :meth:`langsmith.AsyncClient.runs.retrieve` instead. See https://docs.langchain.com/langsmith/smithdb-sdk-migration#runs-retrieve for the migration guide. Will be removed after Jan 31, 2027. Args: run_id: The ID of the run to read. project_id: The ID of the project (session) that owns the run. Required on SmithDB-only backends (no ClickHouse query support), where it's used to look up the run via the v2 API. Nr\r,zTread_run requires project_id on SmithDB-only backends (no ClickHouse query support).)r.r1selectsr_)r@r-rlr instance_flagsr SMITHDB_ONLYr`rbRunrdrYrr retrieve_v2rrr)rCr.r1run_id_rlbackendrjrs rEread_runzAsyncClient.read_run|s4$$V,YY[ #D$7$78 l// /!88 "H>>4HMMO4 4  ))2 II))w<9--j9:#*   !%%'! s5)DD AD0D 1BD9D :D D Dzlist_runs() is deprecated and will be removed after Jan 31, 2027. Use client.runs.query() instead. See https://docs.langchain.com/langsmith/smithdb-sdk-migration#runs-query for the migration guide.)r1rr"trace_idreference_example_idqueryfilter trace_filter tree_filteris_root parent_run_id start_timeerrorrun_idsselectrc Kg}t|tjtfr|j |n!t|t r|j ||tt|tr|g}tj|Dcgc]}|j|c}d{}|j |Dcgc]}|jc}|rd|vrtjdt|r|nd||r|gnd|||| | | | r| jnd| ||||d|}|r/|Dcgc] }ttj |"c}|d<|j#Dcic] \}}| || }}}d}|j%d| 23d{}t'j(d i||d z }|)||k\s/ycc}w7cc}wcc}wcc}}w7D6yw) a$List runs from the LangSmith API. .. admonition:: Deprecated Use :meth:`langsmith.AsyncClient.runs.query` instead. See https://docs.langchain.com/langsmith/smithdb-sdk-migration#runs-query for the migration guide. Will be removed after Jan 31, 2027. Args: project_id: The ID(s) of the project to filter by. project_name: The name(s) of the project to filter by. run_type: The type of the runs to filter by. trace_id: The ID of the trace to filter by. reference_example_id: The ID of the reference example to filter by. query: The query string to filter by. filter: The filter string to filter by. trace_filter: Filter to apply to the ROOT run in the trace tree. This is meant to be used in conjunction with the regular `filter` parameter to let you filter runs by attributes of the root run within a trace. tree_filter: Filter to apply to OTHER runs in the trace tree, including sibling and child runs. This is meant to be used in conjunction with the regular `filter` parameter to let you filter runs by attributes of any run within a trace. is_root: Whether to filter by root runs. parent_run_id: The ID of the parent run to filter by. start_time: The start time to filter by. error: Whether to filter by error status. run_ids: The IDs of the runs to filter by. select: The fields to select. limit: The maximum number of runs to return. **kwargs: Additional keyword arguments. Yields: The runs. Examples: ```python # List all runs in a project project_runs = client.list_runs(project_name="") # List LLM and Chat runs in the last 24 hours todays_llm_runs = client.list_runs( project_name="", start_time=datetime.now() - timedelta(days=1), run_type="llm", ) # List root traces in a project root_runs = client.list_runs(project_name="", is_root=1) # List runs without errors correct_runs = client.list_runs(project_name="", error=False) # List runs and only return their inputs/outputs (to speed up the query) input_output_runs = client.list_runs( project_name="", select=["inputs", "outputs"] ) # List runs by run ID run_ids = [ "a36092d2-4ad5-4fb4-9c0d-0dba9a2ed836", "9398e6be-964f-4aa4-8ae9-ad78cd4b7074", ] selected_runs = client.list_runs(id=run_ids) # List all "chain" type runs that took more than 10 seconds and had # `total_tokens` greater than 5000 chain_runs = client.list_runs( project_name="", filter='and(eq(run_type, "chain"), gt(latency, 10), gt(total_tokens, 5000))', ) # List all runs called "extractor" whose root of the trace was assigned feedback "user_score" score of 1 good_extractor_runs = client.list_runs( project_name="", filter='eq(name, "extractor")', trace_filter='and(eq(feedback_key, "user_score"), eq(feedback_score, 1))', ) # List all runs that started after a specific timestamp and either have "error" not equal to null or a "Correctness" feedback score equal to 0 complex_runs = client.list_runs( project_name="", filter='and(gt(start_time, "2023-07-15T12:34:56Z"), or(neq(error, null), and(eq(feedback_key, "Correctness"), eq(feedback_score, 0.0))))', ) # List all runs where `tags` include "experimental" or "beta" and `latency` is greater than 2 seconds tagged_runs = client.list_runs( project_name="", filter='and(or(has(tags, "experimental"), has(tags, "beta")), gt(latency, 2))', ) ``` Nr child_run_idszOThe child_run_ids field is deprecated and will be removed in following versions)sessionr"reference_exampler=r>r?r@rA parent_runrCrDrtracerFrrJrz /runs/query)r rr_)rr%UUIDrappendlistextendrgather read_projectrrrr isoformatr@r-rrrbr6)rCr1rr"r;r<r=r>r?r@rArBrCrDrErFrr project_idsr projectsproject body_queryid_rrr ixrs rE list_runszAsyncClient.list_runssz j499c"2 3   z *  D )   z *  #,, ,~ $^^COP<4$###6<PH   (C(w (C D o/ MMa"  '2{t *>%&D(&'4>*..0D#& $%& ( 8C%8CI&&s+, %Jy !",!1!1!3E!3Aq}1!3E 99-d9S #..'3' ' !GB R5[QQ D:%F SsA>GF:G F?!G4GAG#%GG! G ,G 1G G GG G2G8GGGGzshare_run() is deprecated and will be removed after Jan 31, 2027. Use client.runs.share.create() instead. See https://docs.langchain.com/langsmith/smithdb-sdk-migration#share-and-read-public-runs for the migration guide.)share_idcnKtj|d}t|t|xstjd}|j dd|dtj |d{}tj||jd}|jd |d S7>w) aGet a share link for a run asynchronously. .. admonition:: Deprecated Use :meth:`langsmith.AsyncClient.runs.share.create` instead. See https://docs.langchain.com/langsmith/smithdb-sdk-migration#share-and-read-public-runs for the migration guide. Will be removed after Jan 31, 2027. Args: run_id (ID_TYPE): The ID of the run to share. share_id: Custom share ID. If not provided, a random UUID will be generated. Returns: The URL of the shared run. Raises: httpx.HTTPStatusError: If the API request fails. r.)r. share_tokenPUTr,/sharerNr^/public//r) r@r-rr%r&r`rrYrardr)rCr.r\r8r/rjr^s rE share_runzAsyncClient.share_run\s:$$VX6'lx74::<8 44 WIV $))$/5   ++H5mmom4 ..!+b99 sA2B54B35?B5cKt5|jtj|dd{}ddd|duS7#1swYduSxYww)z)Get share state for a run asynchronously.r.N)_suppress_deprecation_warningread_run_shared_linkr@r-)rCr.links rE run_is_sharedzAsyncClient.run_is_sharedsS * ,2293E3Efh3WXXD-4Y-4s+ A)A AA  AA  A Azread_run_shared_link() is deprecated and will be removed after Jan 31, 2027. Use client.runs.retrieve(selects=["SHARE_URL"]) instead. See https://docs.langchain.com/langsmith/smithdb-sdk-migration#share-and-read-public-runs for the migration guide.cK|jddtj|ddd{}tj||j }|d|vry|j d|ddS7Ew) aRetrieve the shared link for a specific run asynchronously. .. admonition:: Deprecated Use :meth:`langsmith.AsyncClient.runs.retrieve` with ``selects=["SHARE_URL"]`` instead. See https://docs.langchain.com/langsmith/smithdb-sdk-migration#share-and-read-public-runs for the migration guide. Will be removed after Jan 31, 2027. Args: run_id (ID_TYPE): The ID of the run. Returns: Optional[str]: The shared link for the run, or None if the link is not available. Raises: httpx.HTTPStatusError: If the API request fails. r\r,r.r`Nr^rarb)r`r@r-rYrardr)rCr.rjresults rErfz AsyncClient.read_run_shared_links244 Y''9:& A   ++H5 >]&8..!&*?)@CC s.A8A6AA8cKd|i|}|jddtj|d{}tjdi|j S7'w)zCreate a project.r r  /sessionsrNr_)r`r@rrb TracerSessionrd)rCrrr/rjs rEcreate_projectzAsyncClient.create_projectsd  //44 K)>)>t)D5  '':(--/:: 1AA(AcK|r1|jddtj|d{}n,|r|jddd|id{}n td|j }t |t r3|stjd|d tjd i|d Stjd i|S77zw) zRead a project.r\ /sessions/Nrlr r2Either project_name or project_id must be providedzProject not foundrr_) r`r@r- ValueErrorrdrrPrYrrbrm)rCrr1rjr/s rErSzAsyncClient.read_projects !88I$6$6z$B#CDH!88{FL+A9HQR R}} dD !55|nJ7++6d1g6 6''/$//#".CC  CC A9C C)rr1cK| | td|/|j|d{}t|j}|s td|j ddt j |d{y7W7w)zDelete a project from LangSmith. Args: project_name: The name of the project to delete. project_id: The ID of the project to delete. NrrrHzProject not foundDELETErq)rtrSrrr`r@r-)rCrr1rWs rEdelete_projectzAsyncClient.delete_projects  ,"6QR R   --<-HHGWZZJ01 1)) ++J78 9   I s"'BBAB;B<BBcKd|i|}|jddtj|d{}tjdi|j S7'w)zCreate a dataset.r r  /datasetsrNr_)r`r@rrbDatasetrd)rC dataset_namerr/rjs rEcreate_datasetzAsyncClient.create_datasetsd  //44 K)>)>t)D5  !!4HMMO44 rocK|r1|jddtj|d{}n,|r|jddd|id{}n td|j }t |t r3|stjd|d tjd i|d Stjd i|S77zw) zRead a dataset.r\ /datasets/Nrzr rz2Either dataset_name or dataset_id must be providedzDataset rsrr_) r`r@r-rtrdrrPrYrrbr{)rCr| dataset_idrjr/s rE read_datasetzAsyncClient.read_datasets !88I$6$6z$B#CDH!88{FL+A9HQR R}} dD !55|nJ7%%0Q0 0!!)D))#rucpK|jddtj|d{y7w)zDelete a dataset.rwrN)r`r@r-)rCrs rEdelete_datasetzAsyncClient.delete_datasets7)) ++J78 9   s ,646c |K|jd|23d{}tjdi|"76yw)zList datasets.rzrNr_)r rbr{)rCrdatasets rE list_datasetszAsyncClient.list_datasetss? "66{66R 0'$$/w/ / 0Rs<:8:<:<cFK| | td|&|j|d{}|j}||t|d|}|j ddt j |d{}tjdi|jS7s7)w) zCreate an example.Nz2Either dataset_id or dataset_name must be providedr|)r!outputsrr  /examplesrr_) rtrrrr`r@rrbExamplerd) rCr!rrr|rrr/rjs rEcreate_examplezAsyncClient.create_example s  ,"6QR R   --<-HHG Jj/    44 K)>)>t)D5  !!4HMMO44I s"'B!BA B!5B6(B!B!cK|jddtj|d{}tjdi|j S7'w)zRead an example.r\z /examples/Nr_)r`r@r-rbrrd)rC example_idrjs rE read_examplezAsyncClient.read_example:sT44 Z 2 2: >?@  !!4HMMO44 ,AA(A)rr|c ,K|j}|rtj||d<n+|r)|j|d{}|j|d<|j d|23d{}t jdi|"7H76yw)zList examples.rrNrrr_)rr@r-rrr rbr)rCrr|rrrexamples rE list_exampleszAsyncClient.list_examplesAs  ) 2 2: >F9   --<-HHG ' F9 !66{66R 0'$$/w/ / I 0Rs6ABB&B,B0B1B4BBBrtT)scorerOr; correction feedback_idfeedback_configfeedback_source_type source_info source_run_idrr1comparative_experiment_idfeedback_group_idextrarD session_idrCcommentextend_trace_retentionc K|xs|}| | td| | td|-|+tj|jd{|r&t j dt |tt| tjstj| } | tjjk(rtj| }nB| tjjk(rtj| }ntd| |j |jni|_| (d|jvrdt!| i|jd<|jrd|jvr|jd}t#|d r%t%t'|d r|j)}d|vr2t!tj*|jddd |d<||jd<tj,||n| d }tj.d#id tj,|dtj,|d dtj,|d d|dtj0|d|d|d|d|dt2j2j5t2j6j8dt2j2j5t2j6j8d|d|d|dtj,|d dtj,|d d|d|d|}|j;dd tj<|j)d !| t>j@f"d{tjBd#i|j)S7|7*w)$aLCreate feedback for a run. Args: run_id: The ID of the run to provide feedback for. At least one of run_id, trace_id, or project_id must be specified. key: The name of the feedback metric. score: The score to rate this run on the metric or aspect. value: The display value or non-numeric value for this feedback. trace_id: The ID of the trace that contains the run. correction: The proper ground truth for this run. feedback_id: Optional ID to assign to the feedback. feedback_config: Configuration specifying how to interpret this feedback with this key. feedback_source_type: The feedback source type, such as API or model. source_info: Information about the source of this feedback. source_run_id: The run that generated this feedback, if model-generated. stop_after_attempt: The number of times to retry the request before giving up. project_id: The project or experiment ID for project-level feedback. comparative_experiment_id: The comparative experiment ID for this feedback. feedback_group_id: The group ID for preference or comparative feedback. extra: Metadata for the feedback. error: Whether the feedback represents an error. session_id: The project ID of the run. Required for run-level feedback; omitting it is deprecated. See https://docs.langchain.com/langsmith/smithdb-sdk-migration#feedback-create start_time: The start time of the run. Better performance if provided. comment: A comment about this feedback. extend_trace_retention: If false, create the feedback without extending the trace's retention tier. **kwargs: Additional deprecated keyword arguments. Returns: The created feedback object. Raises: httpx.HTTPStatusError: If the API request fails. Nz8One of run_id, trace_id, or project_id must be providedz?project_id cannot be provided if run_id or trace_id is providedzLThe following arguments are no longer used in the create_feedback endpoint: )metadatazUnknown feedback source type __runr. model_dumpz+feedback_source.metadata['__run']['run_id']T) accept_nullrr;keyrrOrrfeedback_source created_at modified_atrrrCrrrrDrr  /feedback exclude_none)rrrr_)"rtr@_check_feedback_session_idrlrrsortedrrrbFeedbackSourceTypeAPIAPIFeedbackSourceMODELModelFeedbackSourcerrhasattrcallablegetattrrr- _ensure_uuidFeedbackCreate_format_feedback_scoredatetimenowtimezoneutcr`rrYrFeedback)rCr.rrrOr;rrrrrrrr1rrrrDrrCrrrrrun_meta session_id_feedbacks rEcreate_feedbackzAsyncClient.create_feedbackSsH#8 >j0WX X  *"8Q   *"4  0 0tyy{1B C  MM$Vn-/"  . 0M0MN#-#@#@AU#V :#@#@#D#D D,,kB "Z%B%B%H%H H(<->-B-BC !))--h.?.?.C.CD , # " '0&<&<)t' $(44!t% *+ ,- .$:/ 6))  ))(*=*=4*=*PQ1557 *   "";X%8%8%:;;U2CF s%A O O MO!O "(O O)rOrrrc TKtj||jd\}}||jk7rtd||j ddtj |tj |||||dd{} tj| y7w) a!Create feedback from a presigned token or URL. Args: token_or_url: The token or URL from which to create feedback. score: The score of the feedback. value: The value of the feedback. correction: The correction of the feedback. comment: The comment of the feedback. metadata: Additional metadata for the feedback. Raises: ValueError: If the source API URL is invalid. Returns: This method does not return anything. r) num_partszInvalid source API URL. r z/feedback/tokens/)rrOrrrrN) r@_parse_token_or_urlrhrtr`r-rrYra) rC token_or_urlrrOrrrsource_api_url token_uuidrjs rEcreate_feedback_from_tokenz&AsyncClient.create_feedback_from_tokens4&/%B%B $--1& "  T]] *77GHI I44  2 2: >? @))""",& (  5    ++H5  sB B( B& B() expirationrrcK||||xsttjd}|tjddd|d<nt |t j r|j|d<nut |t jrCtj|j|jdz|jdzd z|d<ntd t|d |jd d tj|d{}tj di|j#S7'w)a&Create a pre-signed URL to send feedback data to. This is useful for giving browser-based clients a way to upload feedback data directly to LangSmith without accessing the API key. Args: run_id (Union[UUID, str]): The ID of the run to provide feedback for. feedback_key: The name of the metric or aspect this feedback is about. expiration: The expiration time of the pre-signed URL. Either a datetime or a timedelta offset from now. Default to 3 hours. feedback_config: `FeedbackConfig` or `None`. If creating a feedback_key for the first time, this defines how the metric should be interpreted, such as a continuous score (w/ optional bounds), or distribution over categorical values. feedback_id: The ID of the feedback to create. If not provided, a new feedback will be created. Returns: The pre-signed URL for uploading feedback data. )r. feedback_keyrrNrro)dayshoursminutes expires_in expires_ati<zInvalid expiration type: z3. Expected datetime.datetime or datetime.timedelta.r z/feedback/tokensrr_)rr%r&rbTimeDeltaInputrrrT timedeltarsecondsrttyper`r@rFeedbackIngestTokenrd)rCr.rrrrr rjs rEcreate_presigned_feedback_tokenz+AsyncClient.create_presigned_feedback_tokens=H(.2TZZ\!2    !+!:!:"D   H$5$5 6!+!5!5!7D   H$6$6 7!+!:!:__ ((D0#++d2r9"D  +D,<+=>DD  44  ))$/5   --@ @@  sDD>D<(D>cK|jddtj|d{}tjdi|j S7'w)zRead feedback.r\ /feedback/Nr_)r`r@r-rbrrdrCrrjs rE read_feedbackzAsyncClient.read_feedback^sV44 Z 2 2; ?@A  ""5X]]_55 r)rErrrc JK|r,|Dcgc] }ttj|"c}nd| t|dndd|}|||d<|||d<d}|j d|23d{} t j d i| |d z }|)||k\s/ycc}w716yw) zList feedback.Nr)rrrsourcerrrrr_)rr@r-minr rbr) rCrErrrrrYrrZrs rE list_feedbackzAsyncClient.list_feedbackgsFMA#Y'',-ARV(-(9S_s      #(F5M  +3F8  "77 F7S (%%11 1 !GB R5[B Ss?B#%B;B#)B!-B.B!1 B#B#B#B!!B#cK|jddtj|dd{}tj|y7w)z~Delete a feedback by ID. Args: feedback_id (Union[UUID, str]): The ID of the feedback to delete. rwrrNr`r@r-rYrars rEdelete_feedbackzAsyncClient.delete_feedbacksL 44  9#5#5k=#Q"RS   ++H5 s-A A A ) queue_idsr  name_containsrc DK|6t|Dcgc]\}}tj|d|d!c}}nd||| t|dndd}d}|j d|23d{} t j d i| |d z }|)||k\s/ycc}}w726yw) aList the annotation queues on the LangSmith API. Args: queue_ids (Optional[List[Union[UUID, str]]]): The IDs of the queues to filter by. name: The name of the queue to filter by. name_contains: The substring that the queue name should contain. limit: The maximum number of queues to return. Yields: The annotation queues. Nz queue_ids[]r)idsr rrr/annotation-queuesrrr_) enumerater@r-rr rbAnnotationQueue) rCrr rrirYrrZrs rElist_annotation_queuesz"AsyncClient.list_annotation_queuess4(#,I"6"63&&sj1,=>"6 *(-(9S_s  "77 8  (,,8x8 8 !GB R5[%  s?B $B.B %B)B*B- B B B BB ) descriptionqueue_idrubric_instructions rubric_itemsc xK||| t|nttj|d}|||d<|jdd|j Dcic] \}}| || c}}d{} t j | tjdi| jScc}}w7Bw)aCreate an annotation queue on the LangSmith API. Args: name: The name of the annotation queue. description: The description of the annotation queue. queue_id (Optional[Union[UUID, str]]): The ID of the annotation queue. rubric_instructions: The rubric instructions for the annotation queue. rubric_items: The feedback configs to assign to this queue's rubric. Returns: The created annotation queue object. N)r rrrrr rrdr_) rr%r&r`rrYrarbrrd) rCr rrrrr rrrjs rEcreate_annotation_queuez#AsyncClient.create_annotation_queues,&#+#7#h-S=N#6    ##/D 44  #'::<A<41a1=!Q$<A5   ++H5)) mmo  B s%AB: B2$B2) B:5B86AB:c`K|j|gjd{S7w)zRead an annotation queue with the specified `queue_id`. Args: queue_id (Union[UUID, str]): The ID of the annotation queue to read. Returns: The annotation queue object. )rN)r __anext__)rCrs rEread_annotation_queuez!AsyncClient.read_annotation_queues-00H:0FPPRRRRs %.,.)r rrrcKi}|||d<|||d<|||d<|||d<|jddtj|d| d{}tj|y7w) aUpdate an annotation queue with the specified `queue_id`. Args: queue_id (Union[UUID, str]): The ID of the annotation queue to update. name: The new name for the annotation queue. description: The new description for the annotation queue. rubric_instructions: The new rubric instructions for the queue. rubric_items: The feedback configs to assign to this queue's rubric. Nr rrrr+/annotation-queues/rrr)rCrr rrrr rjs rEupdate_annotation_queuez#AsyncClient.update_annotation_queues$ "  DL  ""-D   **=D& '  ##/D 44 !)"4"4Xz"J!K L5   ++H5  sA A,A*A,cK|jddtj|dddi|jjd{}t j |y7w)zDelete an annotation queue with the specified `queue_id`. Args: queue_id (Union[UUID, str]): The ID of the annotation queue to delete. rwrrr]r>r^N)r`r@r-r-rDrYra)rCrrjs rEdelete_annotation_queuez#AsyncClient.delete_annotation_queuesj 44 !)"4"4Xz"J!K L1JT\\5I5IJ5   ++H5  sAA& A$ A&)rErc JK||tjddtj|dd}|7|d}t |Dcgc]\}}tj ||}}}nt|]t jdtd |}t |D cgc](\}} ttj| d |d *}}} ntjd|jd || d{} tj| ycc}}wcc} }w7&w)aAdd runs to an annotation queue with the specified `queue_id`. Provide exactly one of `runs` or `run_ids`: - `runs` (preferred): each entry carries the run's full lookup key (`run_id`, `session_id`, `start_time`, and an optional `source_proposed_example_id`). This lets the run be located directly, without a scan, and is required for workspaces served by SmithDB. - `run_ids`: a plain list of run IDs. This path is deprecated and will be removed after Jan 31, 2027; prefer `runs`. See https://docs.langchain.com/langsmith/smithdb-sdk-migration#annotation-queues-add-runs. Args: queue_id (Union[UUID, str]): The ID of the annotation queue. run_ids (Optional[list[Union[UUID, str]]]): The IDs of the runs to be added to the annotation queue. runs (Optional[Sequence[RunKey]]): The runs to add, each with its full lookup key. Nz+Provide exactly one of `runs` or `run_ids`.rrr$z/by-keyaThe run_ids parameter of add_runs_to_annotation_queue() is deprecated and will be removed after Jan 31, 2027. Use the runs parameter with RunKey objects instead. See https://docs.langchain.com/langsmith/smithdb-sdk-migration#annotation-queues-add-runs for the migration guide.rwrxzrun_ids[rr r) rYLangSmithUserErrorr@r-r_serialize_run_keyrrrrr`ra) rCrrErbaser rr json_bodyrYrjs rEadd_runs_to_annotation_queuez(AsyncClient.add_runs_to_annotation_queuesJ4   3--= %Y%7%7*%M$NeT  V7#DCLT?CRC ,,S!4?  MME#  D(00FAsI&&shqcO<=0  --= 44VT 4RR++H5+Ss*A D# D+2D#-D 0D#:D!;'D#c K|jddtj|ddtj|dd{}tj|y7w)a Delete a run from an annotation queue with the specified `queue_id` and `run_id`. Args: queue_id (Union[UUID, str]): The ID of the annotation queue. run_id (Union[UUID, str]): The ID of the run to be added to the annotation queue. rwrrr,r.Nr)rCrr.rjs rE delete_run_from_annotation_queuez,AsyncClient.delete_run_from_annotation_queueWsd44 !)"4"4Xz"J!K6R[RdRdekmuRvQw x   ++H5  sAA#A!A#cKdtj|dd}|jd|d|d{}tj|t j di|jS7<w)aGet a run from an annotation queue at the specified index. Args: queue_id (Union[UUID, str]): The ID of the annotation queue. index: The index of the run to retrieve. Returns: The run at the specified index. Raises: LangSmithNotFoundError: If the run is not found at the given index. LangSmithError: For other API-related errors. rrz/runr\/Nr_)r@r-r`rYrarbRunWithAnnotationQueueInford)rCrindexrurjs rEget_run_from_annotation_queuez)AsyncClient.get_run_from_annotation_queuegss )););Hj)Q(RRVW44Uxj%#> > !GB R5[  Gs6A B A>A<A> B4B:B<A>>B)is_lower_score_bettercK|||d}|jdd|d{}tj|tjdi|j S7<w)aCreate a feedback configuration. Defines how feedback with a given key should be interpreted. If an identical configuration already exists for the key, it is returned unchanged. If a different configuration already exists for the key, an error is raised. Args: feedback_key: The feedback key to configure. feedback_config: The configuration defining type, bounds, and categories. is_lower_score_better: Whether a lower score is considered better. Defaults to False. Returns: The created or existing feedback configuration. )rrr r /feedback-configsrNr_r`rYrarbFeedbackConfigSchemardrCrrr r rjs rEcreate_feedback_configz"AsyncClient.create_feedback_configsl2).%:  44  5   ++H5..AAA  sAA=Ar)rrrrcK| t|dnd|d}|||d<|||d<d}|jd|23d{}tjd i||d z }|)||k\s/y7,6yw) aList feedback configurations. Args: feedback_key: Filter by specific feedback keys. name_contains: Filter by substring match on the feedback key. limit: The maximum number of configurations to return. offset: The number of configurations to skip. Defaults to 0. Yields: The feedback configurations. Nrrrrrrrrrr_)rr rbr)rCrrrrrrZconfigs rElist_feedback_configsz!AsyncClient.list_feedback_configss().(9S_s"   #(F5M  $&3F? #  55 6  &11;F; ; !GB R5[   s27A.A,A*A, A."A.(A.*A,,A.)rr cKd|i}|||d<|||d<|jdd|d{}tj|tjdi|j S7<w) aUpdate a feedback configuration. Only the provided fields will be updated; others remain unchanged. Args: feedback_key: The feedback key of the configuration to update. feedback_config: The new configuration values. is_lower_score_better: Whether a lower score is considered better. Returns: The updated feedback configuration. rNrr r+rrr_rrs rEupdate_feedback_configz"AsyncClient.update_feedback_configs* L   &&5D" # ,,AD( )44  5   ++H5..AAA  s*A+A)=A+cvK|jddd|id{}tj|y7w)zDelete a feedback configuration. This performs a soft delete. The configuration can be recreated later with the same key. Args: feedback_key: The feedback key of the configuration to delete. rwrrrNr`rYra)rCrrjs rEdelete_feedback_configz"AsyncClient.delete_feedback_config sE44  "L15   ++H5  s 979cK|jW|jddd{}tj|t j di|j |_|jS7Mw)zzGet the settings for the current tenant. Returns: dict: The settings for the current tenant. Nr\z /settingsr_)r/r`rYrarbLangSmithSettingsrd)rCrjs rE _get_settingszAsyncClient._get_settingss` >> !!88 LLH  / / 9'99LHMMOLDN~~ Ms"A4A2AA4cjK|jd{}|dk(xs|j|k(S7w)zCheck if the current workspace has the same handle as owner. Args: owner: The owner to check against. Returns: bool: `True` if the current tenant is the owner, `False` otherwise. N-)r tenant_handle)rCownersettingss rE_current_tenant_is_ownerz$AsyncClient._current_tenant_is_owner*s8++--|>x55>>.s 313cK|jd{}tjd|d|jd|S7,w)NzCannot z% for another tenant. Current tenant: z, Requested tenant: )rrYrr")rCactionr#r$s rE_owner_conflict_errorz!AsyncClient._owner_conflict_error6sX++--**fX'5567!!& )  .sAA-AcK|jdd|d||dd{}|jd}|r|dd SdS7#w) aLGet the latest commit hash for a prompt. Args: prompt_owner_and_name: The owner and name of the prompt. limit: The maximum number of commits to fetch. offset: The number of commits to skip. Returns: The latest commit hash, or `None` if no commits are found. r\ /commits/rrrNcommitsr commit_hash)r`rd)rCprompt_owner_and_namerrrjr+s rE_get_latest_commit_hashz#AsyncClient._get_latest_commit_hash@sh44 -.a 0"f55   --/),,3wqz-(==  sAA$AcKt|tr|gn|}dfd }tj|Dcgc] }|| c}d{ycc}w7 w)a^Update tags for a prompt commit. Args: prompt_owner_and_name: The owner and name of the prompt in the format 'owner/repo'. commit_id: The commit ID to tag. tags: A single tag or list of tags to apply to the commit. Raises: requests.exceptions.HTTPError: If the request fails. cK|d}jddd|d{}tj|y7w)N)tag_name commit_idr /repos/z/tagsrr)tagpayloadrjr2r-rCs rE create_tagz3AsyncClient._create_commit_tags..create_tagfsW&G"88'"7!8>W9H  / / 9s!A?AN)r4r)rrrrR)rCr-r2tagstag_listr6r4s``` rE_create_commit_tagszAsyncClient._create_commit_tagsUsM(c2D6 :nn(C(3z#(CDDDCDs1AAA A AcKtj|\}}}|jdd|d|d|id{}|j|j S7$w)aLike or unlike a prompt. Args: prompt_identifier: The identifier of the prompt. like: True to like the prompt, False to unlike it. Returns: A dictionary with the key `'likes'` and the count of likes as the value. Raises: requests.exceptions.HTTPError: If the prompt is not found or another error occurs. r z/likes/rlikerN)rYparse_prompt_identifierr`raise_for_statusrd)rCprompt_identifierr;r# prompt_name_rjs rE_like_or_unlike_promptz"AsyncClient._like_or_unlike_promptrsq !) @ @AR S{A44 geWAk]364.5   !!#}}  s9A"A %A"c "Ktj|\}}}|j|d{s|jd|d|d|ddS|j d{}|jd|d|ddd|j S7Z7*w)zGet a URL for a prompt. Args: prompt_identifier: The identifier of the prompt. Returns: The URL for the prompt. Nz/hub/r:z /prompts/z?organizationId=)rYr<r%rrr)rCr>r#r?r,r$s rE_get_prompt_urlzAsyncClient._get_prompt_urls+3*J*J + '{K33E:::nn%U5';-qRa@QR R++--~~i }Ak"1o5Fx{{m - ;.s!.BB 1B"B #)B BcLK|j|d{}|rdSdS7 w)zCheck if a prompt exists. Args: prompt_identifier: The identifier of the prompt. Returns: `True` if the prompt exists, `False` otherwise. NTF) get_prompt)rCr>prompts rE_prompt_existszAsyncClient._prompt_existss,'899t(5(:s $" $cDK|j|dd{S7w)zLike a prompt. Args: prompt_identifier: The identifier of the prompt. Returns: A dictionary with the key `'likes'` and the count of likes as the value. Tr;NrArCr>s rE like_promptzAsyncClient.like_prompts%001B0NNNN   cDK|j|dd{S7w)zUnlike a prompt. Args: prompt_identifier: The identifier of the prompt. Returns: A dictionary with the key `'likes'` and the count of likes as the value. FrKNrLrMs rE unlike_promptzAsyncClient.unlike_prompts%001B0OOOOrOrdesc)rr is_public is_archived sort_fieldsort_directionr=c  K|||rdn|dnd|rdndt|tjr |jn||||rdndd}|j ddt |d{} tj di| jS7'w) aFList prompts with pagination. Args: limit: The maximum number of prompts to return. offset: The number of prompts to skip. is_public: Filter prompts by if they are public. is_archived: Filter prompts by if they are archived. sort_field (PromptSortField): The field to sort by. Defaults to `'updated_at'`. sort_direction: The order to sort by. query: Filter prompts by a search query. Returns: A response object containing the list of prompts. trueNfalse)rrrSrTrUrVr= match_prefixr\r3rr_)rrbPromptSortFieldrOr` _exclude_noneListPromptsResponserd) rCrrrSrTrUrVr=rrjs rE list_promptszAsyncClient.list_promptss8#I4It%06gj**D*DE  ,&+F "44 9]6%:5  --@ @@ sA"B$B %(BcKtj|\}}} |jdd|d|d{}tjdi|j dS7*#tj $rYywxYww)aGet a specific prompt by its identifier. Args: prompt_identifier: The identifier of the prompt. The identifier should be in the format `'prompt_name'` or `'owner/prompt_name'`. Returns: The prompt object. Raises: requests.exceptions.HTTPError: If the prompt is not found or another error occurs. r\r3rNrepor_)rYr<r`rbPromptrdrrCr>r#r?r@rjs rErGzAsyncClient.get_prompts !) @ @AR S{A !88%+/H$$?x}}v'>? ?  ..  s8A>A%A#)A%"A>#A%%A;8A>:A;;A>rreadmer7rScK|jd{}|r!|jstjdtj|\}}} |j |d{s|j d|d{||xsd|xsd|xsg|d} |jdd| d{} | jtjd i| jd S777n7@w) aCreate a new prompt. Does not attach prompt object, just creates an empty prompt. Args: prompt_identifier: The identifier of the prompt. The identifier should be in the format of `owner/name:hash`, `name:hash`, `owner/name`, or `name` description: A description of the prompt. readme: A readme for the prompt. tags: A list of tags for the prompt. is_public: Whether the prompt should be public. Returns: The created `Prompt` object. Raises: ValueError: If the current tenant is not the owner. HTTPError: If the server request fails. NCannot create a public prompt without first creating a LangChain Hub handle. You can add a handle by creating a public prompt at: https://smith.langchain.com/prompts)r#zcreate a prompt) repo_handlerrdr7rSr r3rr`r_) rr"rYrr<r%r(r`r=rbrard) rCr>rrdr7rSr$r#r?r@rdrjs rE create_promptzAsyncClient.create_prompt s<++-- X33--6 !) @ @AR S{A33%3@@@334EuMM N'&,"lJB" < 44VYT4RR!!#  ;8==?6#:;;/.AMSsFC9C1AC9,C3-C9C5/C96C77;C93C95C97C9parent_commit_hashr7rcK|j|d{stjdtj|}t |t r d|vrd|vr|}n$ ddlm}||} tj| }tj|\} } } | d| } |d k(s||j| d{}||d }|||d <|jd d | |d{}|jd}|d}|d}|r|j| ||d{|j!| d|d{S71#t$r tdwxYw77y7A7%w)aCreate a commit for an existing prompt. Args: prompt_identifier: The identifier of the prompt. object: The LangChain object to commit. parent_commit_hash: The hash of the parent commit. Defaults to latest commit. tags: A single tag or list of tags to apply to the commit. Defaults to `None`. description: Optional human-readable description for the commit (max 1000 chars). Defaults to `None`. Returns: The url of the prompt commit. Raises: HTTPError: If the server request fails. ValueError: If the prompt does not exist. Nz0Prompt does not exist, you must create it first.rlcr)dumpszvThe client.create_commit function requires the langchain-corepackage to run. Install with `pip install langchain-core`rlatest) parent_commitmanifestrr r*rcommitr,rC)rIrYrr@prep_obj_for_pushrrQlangchain_core.loadrn ImportErrorrdloadsr<r.r`r9rE)rCr>objectrkr7rprepped manifest_dictrn json_objectr#r?r@r- request_dictrj commit_jsonr,r2s rE create_commitzAsyncClient.create_commitDs<))*;<<<11B  --f5 gt $TW_#M 5 .K JJ{3M ( @ @AR S{A#(';- 8  )-?-G'+'C'C%("  0%(   "*5L '44 i 567l5  mmoh/ !-0 % **+@)TR R R))-B,C1[M*RSSS[= !Q "  SSskE+EA E+"E (AE+E#*E++E%,9E+%E'&E+E)E+ E  E+%E+'E+)E+)rrdr7rSrTctK|jd{}|r|js tdi}|||d<|||d<|||d<|||d<|||d<tj|\} } } |j dd | d | | d{} | j | jS77&w) aUpdate a prompt's metadata. To update the content of a prompt, use push_prompt or create_commit instead. Args: prompt_identifier: The identifier of the prompt to update. description: New description for the prompt. readme: New readme for the prompt. tags: New list of tags for the prompt. is_public: New public status for the prompt. is_archived: New archived status for the prompt. Returns: The updated prompt data as returned by the server. Raises: ValueError: If the `prompt_identifier` is empty. HTTPError: If the server request fails. NrfrrdrSrTr7r+r3rr)rr"rtrYr<r`r=rd) rCr>rrdr7rSrTr$rdr#r?r@rjs rE update_promptzAsyncClient.update_prompts:++-- X336 <>  ""-D   #DN  )D   ""-D   DL ( @ @AR S{A44 wugQ{m445   !!#}}7.. s"B8B4A8B8B6%B86B8cKtj|\}}}|j|d{s|jd|d{|j dd|d|d{}|j y7O777w)a.Delete a prompt. Args: prompt_identifier: The identifier of the prompt to delete. Returns: `True` if the prompt was successfully deleted, `False` otherwise. Raises: ValueError: If the current tenant is not the owner of the prompt. Nzdelete a promptrwr3r)rYr<r%r(r`r=rbs rE delete_promptzAsyncClient.delete_prompts!) @ @AR S{A33E:::334EuMM N44 wa }5   !!# ;M s3.BBB B B*B+BBBc|rdnd}||S)zGenerate a cache key for a prompt. Args: prompt_identifier: The prompt identifier. include_model: Whether model info is included. Returns: The cache key string. z :with_modelrgr_)rCr> include_modelsuffixs rE_get_cache_keyzAsyncClient._get_cache_keys#0R#$VH--rGc Ktj|\}}}|jdd|d|d||rdndd{}tjdi||d|j S7,w) zFetch a prompt from the API (no caching). Args: prompt_identifier: The prompt identifier. include_model: Whether to include model information. Returns: The `PromptCommit` object. r\r*rz?include_model=truergNr#r`r_)rYr<r`rb PromptCommitrd)rCr>rr#r?r,rjs rE_afetch_prompt_from_apiz#AsyncClient._afetch_prompt_from_apis+3*J*J + '{K44 E7!K=+,9(rBD  && {FhmmoF   s>A/A--A/r skip_cachedangerously_pull_public_promptcKtj||t|j||}|s>|j2|j ||}|jj ||}||S|d{}|sC|j7|j ||}|jj|||d{|S7K7w)amPull a prompt object from the LangSmith API. Public prompts referenced by owner/name cross a trust boundary because the prompt manifest may contain serialized LangChain objects and configuration that affect runtime behavior. For example, a prompt can intentionally configure a model with a custom base URL, headers, model name, or other constructor arguments. These are supported features, but they also mean the prompt contents should be treated as executable configuration rather than plain text. Set `dangerously_pull_public_prompt=True` only after reviewing and trusting the prompt contents, not merely the publishing account. Prompts from your own or your organization's account can still be unsafe if that account or prompt was compromised. Args: prompt_identifier: The identifier of the prompt. include_model: Whether to include model information. skip_cache: Whether to skip the prompt cache. Defaults to `False`. dangerously_pull_public_prompt: Set to `True` to allow pulling a public prompt by owner/name, for example `username/promptname`. Defaults to `False`. Returns: The prompt object. Raises: ValueError: If no commits are found for the prompt. )rN)r@_validate_public_prompt_pullrrr0rraset) rCr>rrr refresh_func cache_keycachedrjs rEpull_prompt_commitzAsyncClient.pull_prompt_commit sJ .. +I   ( (*;] dkk5++,=}MI[[__Y =F! $~%dkk5++,=}MI++""9flC C C & Ds%A9C ;Crrrr#r?r@rrrjvalrrits rElist_prompt_commitszAsyncClient.list_prompt_commitsK s4!) @ @AR S{A).(9Se_u*  %F8 !88E7!K=29H --/C NELE$e 33 %{AbAQ  c%j F/sACB?A)C)rsecretssecrets_from_envrrczK|j||||d{}tj||||S7w)a Pull a prompt and return it as a LangChain `PromptTemplate`. This method requires [`langchain-core`](https://pypi.org/project/langchain-core). Args: prompt_identifier: The identifier of the prompt. include_model: Whether to include model configuration in the loaded prompt. secrets: A map of secrets to use for explicit serialized LangChain secret references in the manifest, e.g. `{'OPENAI_API_KEY': 'sk-...'}`. If a manifest secret reference is not found in the map, it will be loaded from the environment only if `secrets_from_env` is `True`. Deserialized model integrations may still use their own environment-based credential defaults during initialization. secrets_from_env: Whether explicit serialized LangChain secret references in the manifest may be loaded from environment variables during deserialization. skip_cache: Whether to skip the prompt cache. Defaults to `False`. dangerously_pull_public_prompt: Set to `True` to allow pulling a public prompt by owner/name (for example, `username/promptname`). Only do this for trusted prompts. Defaults to `False`. Returns: The prompt object in the specified format. !!! warning "Security note" Pulled prompts should be treated as executable configuration, not plain text. The `secrets` and `secrets_from_env` arguments only control explicit serialized LangChain secret references in the manifest. They do not prevent deserialized model integrations from using their own environment-based credential defaults during initialization. For example, a deserialized OpenAI chat model may still use `OPENAI_API_KEY` from the environment if its constructor supports that default. Avoid pulling public prompts or prompts outside your own organization unless you have reviewed and trust their contents. When you do pull a trusted external prompt, prefer pinning to a specific commit SHA rather than following a mutable latest version. This is especially important when `include_model=True`. !!! warning "Behavior changed in `langsmith` 0.5.1" Updated to take arguments `secrets` and `secrets_from_env` which default to None and False, respectively. By default, explicit serialized LangChain secret references in a pulled manifest are not resolved from environment variables unless you specify `secrets_from_env=True`. These updates were made to remediate vulnerability [GHSA-c67j-w6g6-q2cm](https://github.com/langchain-ai/langchain/security/advisories/GHSA-c67j-w6g6-q2cm) in the `langchain-core` package which this method (but not the entire langsmith package) depends on. rN)rrr)rr@_process_prompt_manifest)rCr>rrrrr prompt_objects rE pull_promptzAsyncClient.pull_prompt sUH#55 '!+I 6  11 '-    s ;9;ro)rwrkrSrrdr7 commit_tagscommit_descriptioncvK|j|d{r5td||||fDrA|j|||||d{n"|j|||nd|||d{||j |d{S|j ||||| d{} | S77e7D7*7w)a"Push a prompt to the LangSmith API. Can be used to update prompt metadata or prompt content. If the prompt does not exist, it will be created. If the prompt exists, it will be updated. Args: prompt_identifier: The identifier of the prompt. object: The LangChain object to push. parent_commit_hash: The parent commit hash. is_public: Whether the prompt should be public. If `None` (default), the current visibility status is maintained for existing prompts. For new prompts, `None` defaults to private. Set to `True` to make public, or `False` to make private. description: A description of the prompt. Defaults to an empty string. readme: A readme for the prompt. Defaults to an empty string. tags: A list of tags for the prompt. Defaults to an empty list. commit_tags: A single tag or list of tags for the prompt commit. Defaults to an empty list. commit_description: Optional human-readable description for the commit (max 1000 chars). Defaults to `None`. Returns: The URL of the prompt. Nc3$K|]}|du ywrKr_).0params rE z*AsyncClient.push_prompt.. s/UeT!/UrcF)rSrrdr7)r>rj)rIanyrrirEr}) rCr>rwrkrSrrdr7rrurls rE push_promptzAsyncClient.push_prompt sh$$%67 7 709;PT/U((% +!' )$$!'0'<)%' %   >--@Q-RR R&&  1* '   ? 8 S sWB9B/3B9 B1 "B9.B3/B9 B5 B9(B7)B91B93B95B97B9rcK|j|d|d{}tjj|S7#w)a Pull an agent from Hub. Args: identifier: Repo identifier (owner/name:hash, owner/name, or name). version: Commit hash or tag; overrides any hash in identifier. Returns: AgentContext: The agent snapshot. agentrN)_pull_hub_directoryrb AgentContextmodel_validaterC identifierrr/s rE pull_agentzAsyncClient.pull_agent, s?--j'7-SS&&55d;;TA>$A)rprrdr7rSc PK|j|d||||||d{S7w)z=Push an agent to Hub, creating the repo if it does not exist.rfilesrprrdr7rSN_push_hub_directoryrCrrrprrdr7rSs rE push_agentzAsyncClient.push_agent> B--  '#.    &$&cK|j|d|d{}tjj|S7#w)zPull a skill from Hub.skillrN)rrb SkillContextrrs rE pull_skillzAsyncClient.pull_skillU s?--j'7-SS&&55d;;Trc PK|j|d||||||d{S7w)zPush a skill to Hub.rrNrrs rE push_skillzAsyncClient.push_skill_ rrcBK|j|d{y7w)z/Delete an agent and its owned child file repos.N_delete_hub_directoryrCrs rE delete_agentzAsyncClient.delete_agentv ((444 cBK|j|d{y7w)z.Delete a skill and its owned child file repos.Nrrs rE delete_skillzAsyncClient.delete_skillz rrctKtj|\}}}|j||d{S7w)zCheck if an agent repo exists.NrYparse_hub_identifier_hub_repo_existsrCrr#r r@s rE agent_existszAsyncClient.agent_exists~ 5!66zBtQ**5$7777 /868ctKtj|\}}}|j||d{S7w)zCheck if a skill repo exists.Nrrs rE skill_existszAsyncClient.skill_exists rrrrrSrTr=cLK|jd|||||d{S7w)zList agents with pagination.rrN_list_hub_reposrCrrrSrTr=s rE list_agentszAsyncClient.list_agents <)) # *    $"$cLK|jd|||||d{S7w)zList skills with pagination.rrNrrs rE list_skillszAsyncClient.list_skills rrc Ktj|\}}}||n|dk7r|nd}d|i}|r||d<|jdt|jd|d|d|d{} | j S7w) zDFetch hub directory payload, merged with owner/repo from identifier.Nro repo_typerrr\r /directoriesr)rYrr`rrhrd) rCrrrr#r rrtargetrrjs rErzAsyncClient._pull_hub_directory s';;JGtV*G6X;MSW #.y!9 %F8 44  /0%$| L5   }}  sA%A>'A<(A>c Kt|tj|\} } } |j| d{s|j d|| d{|j | | d{r6t d||||fDr|j| | ||||d{ngtj| s*tjd| dtjd|j| ||||t|d{i} |jD]"\} }|d| | <|jd | | <$d | i}|||d <|j!d t#|j$d | d | d|d{}|j'dd}|j)d{}t+|j,| ||j.S777r7@77b76w)zFCreate a hub directory commit, creating the repo if it does not exist.Nzpush c3$K|]}|du ywrKr_)rrs rErz2AsyncClient._push_hub_directory.. sQ*PQ1D=*PrrczInvalid repo_handle z : must match .Trrrpr rz/directories/commitsrrrr,)rrYrr%r(rr_update_hub_repo_metadatarmatchrpattern_create_hub_repoboolrrr`rrhrdrrrr)rCrrrrprrdr7rSr#r r@ request_filesr entryr rjr,r$s rErzAsyncClient._push_hub_directory s2 }-!66zBtQ33E:::33eI;4GOO P&&ud3 3 3Q;i*PQQ44 +!' 5',,T211*4(3""5"="=!>aA'''y/ (  >@  ;;=KD%}&* d#&+&6&6D&6&I d# ) !(7  $$1D !44  /0%$?S T5   mmoh/ > ++--k8;;OO];O 3 ( .s}9G0GG0G!G02G$34G0'G'(A'G0G*A9G0 G, -G07G.8'G0!G0$G0'G0*G0,G0.G0c Ktj|\}}}|j|d{s|jd|d{|j dt |j d|d|dd{y7U7=7 w)zDelete a hub directory repo.Ndeleterwrr)rYrr%r(r`rrhrs rErz!AsyncClient._delete_hub_directory s!66zBtQ33E:::33HeDD E))  /0%$| L   ;D s3.B BB  B 5B B B B  B cK||||rdndd}| |rdnd|d<|r ||d<d|d<|jdt| d{}tjd i|j S7'w) uList hub repos filtered by type. Returns ``ListPromptsResponse`` because ``/repos`` is polymorphic — the list shape is shared across prompt, agent, and skill repos. rXrY)rrrrTNrSr=rZr\rr_)r`rrbr]rd) rCrrrrSrTr=rrjs rErzAsyncClient._list_hub_repos s "%06g "   ,5&7F;  #F7O%+F> "44UC4OO--@ @@Ps>A*A((A*cK |jdtd|d|d{y7#tj$rYywxYww)zCheck if a hub repo exists.r\rNTF)r`rrYr)rCr#r s rErzAsyncClient._hub_repo_exists+ sR --euAeWAdV5LM M M N..  s1A!-+-A-AAAAcK|||d}|||d<|||d<|t||d< |jdd|d{y7#tj$rYywxYww) z(Create a new hub repo of the given type.)rhrrSNrrdr7r r3r)rPr`rYr)rCr rrrdr7rSr s rErzAsyncClient._create_hub_repo3 s ""   ""-D   #DN  :DL --fid-K K K..   s9%A AAAA AAA AA cKi}|||d<|||d<|t||d<|||d<|r)|jdtd|d||d{yy7w) z=Patch hub repo metadata fields that were explicitly provided.Nrrdr7rSr+rr)rPr`r)rCr#r rrdr7rSr s rErz%AsyncClient._update_hub_repo_metadataN s "  ""-D   #DN  :DL  )D  --C5%$0t.    sA AAA)returnr;)rOOptional[dict[str, str]]rNone)rr<)rOr<rr)rzls_schemas.LangSmithInfo) NNNNNNNFN)r~r<rTr<rzWOptional[Union[int, tuple[Optional[int], Optional[int], Optional[int], Optional[int]]]]rzOptional[Mapping[str, Any]]rr<rDrrWr<rrrz'Optional[Union[bool, AsyncPromptCache]])rrrr)rr)rAsyncEvaluatorsResource)rr')rr$)rr#)rr()rr))rr&)rr+)rr)rr) rrrrr Optional[int]rz'Optional[Sequence[type[BaseException]]]rr rzhttpx.ResponserK)r rrOptional[dict[str, Any]]rzAsyncIterator[dict[str, Any]]) r rr Optional[dict]rrrrrzAsyncIterator[dict])r rr!dict[str, Any]r"rrr<rOptional[ls_client.ID_TYPE]rr rr)r.ls_client.ID_TYPErr rr)r.rr1rrzls_schemas.Run)$r1z?Optional[Union[ls_client.ID_TYPE, Sequence[ls_client.ID_TYPE]]]rz#Optional[Union[str, Sequence[str]]]r"r<r;rr<rr=r<r>r<r?r<r@r<rAOptional[bool]rBrrCOptional[datetime.datetime]rDrrE%Optional[Sequence[ls_client.ID_TYPE]]rFOptional[Sequence[str]]rrrr rzAsyncIterator[ls_schemas.Run])r.rr\rrr)r.rrr)r.rrr<)rrrr rls_schemas.TracerSession)NN)rr<r1rrr)rr<r1r<rr)r|rrr rls_schemas.Dataset)r|r<rrrr)rrrr)rr rz!AsyncIterator[ls_schemas.Dataset])NNN) r!rrrrrr|r<rr rls_schemas.Example)rrrr)rrr|r<rr rz!AsyncIterator[ls_schemas.Example])Nunnamed).r.rrrrUnion[float, int, bool, None]rO(Union[float, int, bool, str, dict, None]r;rrUnion[dict, None]rrr#Optional[ls_schemas.FeedbackConfig]rz)Union[ls_schemas.FeedbackSourceType, str]rrrrrrr1rrrrrrrrDrrrrCrrr<rrrr rls_schemas.Feedback)rzUnion[str, uuid.UUID]rrrOr rr rzUnion[str, None]rrrr) r.rrrrz0Optional[datetime.datetime | datetime.timedelta]rr rrrzls_schemas.FeedbackIngestToken)rrrr ) rErrrrz1Optional[Sequence[ls_schemas.FeedbackSourceType]]rrrr rz"AsyncIterator[ls_schemas.Feedback])rID_TYPErr) rOptional[list[ID_TYPE]]r r<rr<rrrz)AsyncIterator[ls_schemas.AnnotationQueue]) r rrr<rzOptional[ID_TYPE]rr<r4Optional[list[ls_schemas.AnnotationQueueRubricItem]]rls_schemas.AnnotationQueue)rr rr) rr r r<rr<rr<rrrr)rr rr)rr rErrz%Optional[Sequence[ls_schemas.RunKey]]rr)rr r.r rr)rr rrrz%ls_schemas.RunWithAnnotationQueueInfo)rr r zHOptional[Literal['needs_my_review', 'needs_others_review', 'completed']]rrrz4AsyncIterator[ls_schemas.RunWithAnnotationQueueInfo])rrrzls_schemas.FeedbackConfigr rrls_schemas.FeedbackConfigSchema) rrrr<rrrrrz.AsyncIterator[ls_schemas.FeedbackConfigSchema])rrrr r rrr)rrrr)rzls_schemas.LangSmithSettings)r#rrr)r'rr#rrzls_utils.LangSmithUserError)rr)r-rrrrrrr<)r-rr2rr7zUnion[str, list[str]]rr)r>rr;rrdict[str, int])r>rrr)r>rrr)r>rrr)rrrrrSrrTrrUzls_schemas.PromptSortFieldrVzLiteral['desc', 'asc']r=r<rls_schemas.ListPromptsResponse)r>rrzOptional[ls_schemas.Prompt]) r>rrr<rdr<r7rrSrrzls_schemas.Prompt) r>rrwr rkr<r7Optional[str | list[str]]rr<rr)r>rrr<rdr<r7rrSrrTrrr)r>rrr)F)r>rrrrr)r>rrrrls_schemas.PromptCommit) r>rrrrrrrrr) r>rrrrrrrrz3AsyncGenerator[ls_schemas.ListedPromptCommit, None])r>rrz bool | Nonerzdict[str, str] | Nonerrrrrrrr )r>rrwz Optional[Any]rkrrSrrr<rdr<r7rrrrr<rr)rrrr<rzls_schemas.AgentContext)rrrz%dict[str, Optional[ls_schemas.Entry]]rpr<rr<rdr<r7rrSrrr)rrrr<rzls_schemas.SkillContext)rrrr)rrrr) rrrrrSrrTrr=r<rr)rrrLiteral['agent', 'skill']rr<rr)rrrrrrrpr<rr<rdr<r7rrSrrr)rrrrrrrSrrTrr=r<rr)r#rr rrr)r rrrrr<rdr<r7rrSrrr)r#rr rrr<rdr<r7rrSrrr)t__name__ __module__ __qualname____doc__ __slots____annotations__rFpropertyrDsetterrRrTrWrlrrrrrrrrrrrrrrrrhrrr`r rr)r0 _deprecatedr:r[rcrhrfrnrSrxr}rrrrrrrbrrrrrrrrrrrrrrrr r rrrrrr%r(r.r9rArErIrNrQr[ updated_atr^rGrir}rrrrrrrrrrrrrrrrrrrrrrrrrr_rGrEr+r+Os>I$$#&&  22)) -- $$ ^^FF** ^^FF""FF&"&!% 48!%,0&*%*9=V V V  V 2V V *V $V #V 7V ~B&F(( 55 -- ,, 55 ++ ** **  $ 9**CC F -1<@ a a a * a : a a  a L,0!!)! 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