Meta Framework

Meta Framework is a Framework where you can define a set of messages and corresponding usecases (built from existing Framrworks) to execute. If the user input query matches a configured message, the corresponding usecase gets executed and returns the response. If no matching message is found for the input query, AzureOpenAIFramework gets executed by default.

The available messages will be listed as action under the response JSON.

How to use

Usecase Creation

A user can use the developer portal under the tab usecase creation or call the POST API.

Provide the message and the corresponding usecase to be executed. You can add any number of actions. In this sample, we have created the usecase MetaFrameworkExample and define two actions:

actions:
    - message: Who is the chairman of Singtel in 2021?
      model: SingtelRAG
    - message: List the customer ID, names, company and subscription date with subscription between December 2020 to April 2021
      model: tabular

Refer to each of the framework defined SingtelRAG and tabular to understand what each framework does.

Usecase Test/Debug

You can test/debug the usecase that you've created only through the frontend. In the frontend, after you select and upload necessary files, a list of messages are shown. Select a message/action, the Meta Framework will and execute the corresponding usecase and return the response.

Note: Meta Framework cannot be tested on developer portal.

How to execute MetaFrameworkExample usecase?

Step1: Input the user query that matches one of the following messages defined previously.

Step2: Do provide the corresponding files, if the usecase for the selected message requires them.

For example, after uploading sample csv customers-10.csv:

Index,Customer Id,First Name,Last Name,Company,City,Country,Phone 1,Phone 2,Email,Subscription Date,Website
1,DD37Cf93aecA6Dc,Sheryl,Baxter,Rasmussen Group,East Leonard,Chile,229.077.5154,397.884.0519x718,zunigavanessa@smith.info,24/8/20,http://www.stephenson.com/
2,1Ef7b82A4CAAD10,Preston,Lozano,Vega-Gentry,East Jimmychester,Djibouti,5153435776,686-620-1820x944,vmata@colon.com,23/4/21,http://www.hobbs.com/
3,6F94879bDAfE5a6,Roy,Berry,Murillo-Perry,Isabelborough,Antigua and Barbuda,-1199,(496)978-3969x58947,beckycarr@hogan.com,25/3/20,http://www.lawrence.com/
4,5Cef8BFA16c5e3c,Linda,Olsen,"Dominguez, Mcmillan and Donovan",Bensonview,Dominican Republic,001-808-617-6467x12895,-9892,stanleyblackwell@benson.org,2/6/20,http://www.good-lyons.com/
5,053d585Ab6b3159,Joanna,Bender,"Martin, Lang and Andrade",West Priscilla,Slovakia (Slovak Republic),001-234-203-0635x76146,001-199-446-3860x3486,colinalvarado@miles.net,17/4/21,https://goodwin-ingram.com/
6,2d08FB17EE273F4,Aimee,Downs,Steele Group,Chavezborough,Bosnia and Herzegovina,(283)437-3886x88321,999-728-1637,louis27@gilbert.com,25/2/20,http://www.berger.net/
7,EA4d384DfDbBf77,Darren,Peck,"Lester, Woodard and Mitchell",Lake Ana,Pitcairn Islands,(496)452-6181x3291,+1-247-266-0963x4995,tgates@cantrell.com,24/8/21,https://www.le.com/
8,0e04AFde9f225dE,Brett,Mullen,"Sanford, Davenport and Giles",Kimport,Bulgaria,001-583-352-7197x297,001-333-145-0369,asnow@colon.com,12/4/21,https://hammond-ramsey.com/
9,C2dE4dEEc489ae0,Sheryl,Meyers,Browning-Simon,Robersonstad,Cyprus,854-138-4911x5772,+1-448-910-2276x729,mariokhan@ryan-pope.org,13/1/20,https://www.bullock.net/
10,8C2811a503C7c5a,Michelle,Gallagher,Beck-Hendrix,Elaineberg,Timor-Leste,739.218.2516x459,001-054-401-0347x617,mdyer@escobar.net,8/11/21,https://arias.com/

Input query:

List the customer ID, names, company and subscription date with subscription between December 2020 to April 2021

Sample Response:

Based on the given data, the following customers had their subscriptions between December 2020 and April 2021:

Customer Id: 1Ef7b82A4CAAD10 First Name: Preston Last Name: Lozano Company: Vega-Gentry Subscription Date: 23 April 2021

Customer Id: 053d585Ab6b3159 First Name: Joanna Last Name: Bender Company: Martin, Lang and Andrade Subscription Date: 17 April 2021