Dialogflow agent is a library for online or offline handling of Dialogflow agents.
Project description
dfagent 🤖
The dfagent is a package for the handling of Dialogflow agents. You can for example retrieve training examples and save into a preferred format, or you can use it to update an intent by simply feeding it training examples you stored in a preferred format.
Overview
- dfagent/ contains all the core code to extend dfagent.
Install
To install the dfagent package you only need to run install.sh script.
Usage
Once dfagent is installed you can simply import it in your code.
Save training phrases [remote]
The following snippet illustrates a simple example to get and save training examples from an online Dialogflow agent.
To create a Dialogflow agent you only need that
import dfagent
agent = dfagent.DialogFlowAgent(
local_path_or_url='my_gcp_project_id',
service_account='path/to/sa.json',
content_type='json',
output_format='default'
)
Then you can get a list of dialogflow examples for saving as follows
examples = agent.get_training_examples()
agent.save_training_examples(examples, output_dir='path/to/dir')
Update intent with new training phrases [remote]
In the following is a snippet that illustrates an example to update a remote Dialogflow agent using training phrases you stored as a raw text file. Remember that dfagent can be extended to support any input or output file format.
Once you instante a df agent
import dfagent
agent = dfagent.DialogFlowAgent(
local_path_or_url='my_gcp_project_id',
service_account='path/to/sa.json',
input_format='default',
)
You can update your remote Dialoflow agent in that way
response, raw_examples, df_examples = agent.add_training_examples(
intent_name='help.cooking',
input_dir_or_file='path/to/phrases.train',
lang='en'
)
From local or zip
In case you already have exported your Dialogflow on your local computer, you can give as local_path_or_url the path to the zip or unzipped exported agent.
import dfagent
agent = dfagent.DialogFlowAgent(
local_path_or_url='path/to/myagent.zip',
...
)
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