NgdZddlmZmZmZddlmZddlmZm Z ddl m Z ddl m Z ddlmZddlmZdd lmZGd d e Zejjejze_Gd d e Zejjejze_dS)a [DEPRECATED] ## Zapier Natural Language Actions API Full docs here: https://nla.zapier.com/start/ **Zapier Natural Language Actions** gives you access to the 5k+ apps, 20k+ actions on Zapier's platform through a natural language API interface. NLA supports apps like Gmail, Salesforce, Trello, Slack, Asana, HubSpot, Google Sheets, Microsoft Teams, and thousands more apps: https://zapier.com/apps Zapier NLA handles ALL the underlying API auth and translation from natural language --> underlying API call --> return simplified output for LLMs The key idea is you, or your users, expose a set of actions via an oauth-like setup window, which you can then query and execute via a REST API. NLA offers both API Key and OAuth for signing NLA API requests. 1. Server-side (API Key): for quickly getting started, testing, and production scenarios where LangChain will only use actions exposed in the developer's Zapier account (and will use the developer's connected accounts on Zapier.com) 2. User-facing (Oauth): for production scenarios where you are deploying an end-user facing application and LangChain needs access to end-user's exposed actions and connected accounts on Zapier.com This quick start will focus on the server-side use case for brevity. Review [full docs](https://nla.zapier.com/start/) for user-facing oauth developer support. Typically, you'd use SequentialChain, here's a basic example: 1. Use NLA to find an email in Gmail 2. Use LLMChain to generate a draft reply to (1) 3. Use NLA to send the draft reply (2) to someone in Slack via direct message In code, below: ```python import os # get from https://platform.openai.com/ os.environ["OPENAI_API_KEY"] = os.environ.get("OPENAI_API_KEY", "") # get from https://nla.zapier.com/docs/authentication/ os.environ["ZAPIER_NLA_API_KEY"] = os.environ.get("ZAPIER_NLA_API_KEY", "") from langchain_community.agent_toolkits import ZapierToolkit from langchain_community.utilities.zapier import ZapierNLAWrapper ## step 0. expose gmail 'find email' and slack 'send channel message' actions # first go here, log in, expose (enable) the two actions: # https://nla.zapier.com/demo/start # -- for this example, can leave all fields "Have AI guess" # in an oauth scenario, you'd get your own id (instead of 'demo') # which you route your users through first zapier = ZapierNLAWrapper() ## To leverage OAuth you may pass the value `nla_oauth_access_token` to ## the ZapierNLAWrapper. If you do this there is no need to initialize ## the ZAPIER_NLA_API_KEY env variable # zapier = ZapierNLAWrapper(zapier_nla_oauth_access_token="TOKEN_HERE") toolkit = ZapierToolkit.from_zapier_nla_wrapper(zapier) ``` )AnyDictOptional)warn_deprecated)AsyncCallbackManagerForToolRunCallbackManagerForToolRun)BaseTool)pre_init)Field)BASE_ZAPIER_TOOL_PROMPT)ZapierNLAWrappercHeZdZUdZeeZeed<eed<dZ e e ed<e Z eed<eed<ee Zeeefed <d Zeed <d Zeed <ed eeefdeeeffdZ ddede edefdZ ddede edefdZdS)ZapierNLARunActionazTool to run a specific action from the user's exposed actions. Params: action_id: a specific action ID (from list actions) of the action to execute (the set api_key must be associated with the action owner) instructions: a natural language instruction string for using the action (eg. "get the latest email from Mike Knoop" for "Gmail: find email" action) params: a dict, optional. Any params provided will *override* AI guesses from `instructions` (see "understanding the AI guessing flow" here: https://nla.zapier.com/docs/using-the-api#ai-guessing) default_factory api_wrapper action_idNparams base_promptzapier_description params_schemaname descriptionvaluesreturnc 4d}d}d|vr|d=ddh}tfd|Dstd|d<d |tt | d <S) Nrr instructionsz{zapier_description}z{params}c3,K|]}|dvVdS)rN).0fieldrs a/var/www/html/ai-engine/env/lib/python3.11/site-packages/langchain_community/tools/zapier/tool.py z:ZapierNLARunAction.set_name_description..vs-PPe5F=11PPPPPPz_Your custom base Zapier prompt must contain input fields for {zapier_description} and {params}.rr)rrr)all ValueErrorformatstrlistkeys)clsrrrnecessary_fieldss ` r#set_name_descriptionz'ZapierNLARunAction.set_name_descriptionms#$89/ ] * *n-3J?PPPP?OPPPPP 5  ,v &} 5 < <1tM..001122!=! ! } r%r run_managercptdd|j|j||jSEUse the Zapier NLA tool to return a list of all exposed user actions.0.0.319\This tool will be deprecated on 2023-11-17. See for detailssincemessage)rr run_as_strrrselfrr/s r#_runzZapierNLARunAction._runsD ?    **4><UUUr%cKtdd|j|j||jd{VSr2r3r4r5N)rr arun_as_strrrr9s r#_arunzZapierNLARunAction._arunso ?    %11 N  K         r%)N)__name__ __module__ __qualname____doc__r r r__annotations__r)rrdictr rrrrrr rr.rr;rr?r r%r#rrVs  %*E:J$K$K$KK!KKKNNN!FHTN!!!.K...$)E$$?$?$?M4S>???D#NNNK $sCx.T#s(^X,UY V V V.67P.Q V  V V V V AE   <=        r%rceZdZUdZdZeed<edzZeed<e e Z e ed< dd ed e e d efd Z dd ed e ed efdZd S)ZapierNLAListActionsz.Tool to list all exposed actions for the user.ZapierNLA_list_actionsrz7This tool returns a list of the user's exposed actions.rrrrN_r/rcVtdd|jSr1)rr list_as_strr:rIr/s r#r;zZapierNLAListActions._runs: ?    ++---r%cfKtdd|jd{VSr=)rr alist_as_strrLs r#r?zZapierNLAListActions._arunsP ?    %22444444444r%)rN)r@rArBrCrr)rDr rr r rrrr;rr?r r%r#rGrGs88(D#(((.AK%*E:J$K$K$KK!KKK;? . .  .78 . . . . ."@D 5 5  5<= 5 5 5 5 5 5 5r%rGN)rCtypingrrrlangchain_core._apirlangchain_core.callbacksrrlangchain_core.toolsr langchain_core.utilsr pydanticr 'langchain_community.tools.zapier.promptr $langchain_community.utilities.zapierr rrunrGr*r r%r#rXsdDDL'&&&&&&&&&//////*)))))))))))KKKKKKAAAAAAK K K K K K K K ^ #5#==%5%5%5%5%58%5%5%5R!$8$@@r%