rust-bert 0.7.9

Ready-to-use NLP pipelines and transformer-based models (BERT, DistilBERT, GPT2,...)
Documentation 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43

// Copyright 2019-present, the HuggingFace Inc. team, The Google AI Language Team and Facebook, Inc.
// Copyright 2019 Guillaume Becquin
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//     http://www.apache.org/licenses/LICENSE-2.0
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.

extern crate failure;

use rust_bert::pipelines::conversation::{ConversationManager, ConversationModel};

fn main() -> failure::Fallible<()> {
    let conversation_model = ConversationModel::new(Default::default())?;
    let mut conversation_manager = ConversationManager::new();

    let conversation_1_id =
        conversation_manager.create("Going to the movies tonight - any suggestions?");
    let _conversation_2_id = conversation_manager.create("What's the last book you have read?");

    let output = conversation_model.generate_responses(&mut conversation_manager);

    println!("{:?}", output);

    let _ = conversation_manager
        .get(&conversation_1_id)
        .unwrap()
        .add_user_input("Is it an action movie?");

    let output = conversation_model.generate_responses(&mut conversation_manager);

    println!("{:?}", output);

    let output = conversation_model.generate_responses(&mut conversation_manager);

    println!("{:?}", output);

    Ok(())
}