line |
stmt |
bran |
cond |
sub |
pod |
time |
code |
1
|
|
|
|
|
|
|
package OpenAI::API::Request::Chat; |
2
|
|
|
|
|
|
|
|
3
|
16
|
|
|
16
|
|
113
|
use strict; |
|
16
|
|
|
|
|
44
|
|
|
16
|
|
|
|
|
496
|
|
4
|
16
|
|
|
16
|
|
104
|
use warnings; |
|
16
|
|
|
|
|
37
|
|
|
16
|
|
|
|
|
452
|
|
5
|
|
|
|
|
|
|
|
6
|
16
|
|
|
16
|
|
98
|
use Carp qw/croak/; |
|
16
|
|
|
|
|
39
|
|
|
16
|
|
|
|
|
841
|
|
7
|
|
|
|
|
|
|
|
8
|
16
|
|
|
16
|
|
112
|
use Moo; |
|
16
|
|
|
|
|
41
|
|
|
16
|
|
|
|
|
118
|
|
9
|
16
|
|
|
16
|
|
6335
|
use strictures 2; |
|
16
|
|
|
|
|
130
|
|
|
16
|
|
|
|
|
669
|
|
10
|
16
|
|
|
16
|
|
2945
|
use namespace::clean; |
|
16
|
|
|
|
|
83
|
|
|
16
|
|
|
|
|
129
|
|
11
|
|
|
|
|
|
|
|
12
|
|
|
|
|
|
|
extends 'OpenAI::API::Request'; |
13
|
|
|
|
|
|
|
|
14
|
16
|
|
|
16
|
|
4913
|
use Types::Standard qw(Any Bool Int Num Str Map ArrayRef HashRef); |
|
16
|
|
|
|
|
54
|
|
|
16
|
|
|
|
|
157
|
|
15
|
|
|
|
|
|
|
|
16
|
|
|
|
|
|
|
has model => ( is => 'rw', isa => Str, default => 'gpt-3.5-turbo' ); |
17
|
|
|
|
|
|
|
has messages => ( is => 'rw', isa => ArrayRef [HashRef], default => sub { [] } ); |
18
|
|
|
|
|
|
|
|
19
|
|
|
|
|
|
|
has max_tokens => ( is => 'rw', isa => Int, ); |
20
|
|
|
|
|
|
|
has temperature => ( is => 'rw', isa => Num, ); |
21
|
|
|
|
|
|
|
has top_p => ( is => 'rw', isa => Num, ); |
22
|
|
|
|
|
|
|
has n => ( is => 'rw', isa => Int, ); |
23
|
|
|
|
|
|
|
has stream => ( is => 'rw', isa => Bool, ); |
24
|
|
|
|
|
|
|
has logprobs => ( is => 'rw', isa => Int, ); |
25
|
|
|
|
|
|
|
has echo => ( is => 'rw', isa => Bool, ); |
26
|
|
|
|
|
|
|
has stop => ( is => 'rw', isa => Any, ); |
27
|
|
|
|
|
|
|
has presence_penalty => ( is => 'rw', isa => Num, ); |
28
|
|
|
|
|
|
|
has frequency_penalty => ( is => 'rw', isa => Num, ); |
29
|
|
|
|
|
|
|
has logit_bias => ( is => 'rw', isa => Map [ Int, Int ], ); |
30
|
|
|
|
|
|
|
has user => ( is => 'rw', isa => Str, ); |
31
|
|
|
|
|
|
|
|
32
|
0
|
|
|
0
|
1
|
|
sub endpoint { 'chat/completions' } |
33
|
0
|
|
|
0
|
1
|
|
sub method { 'POST' } |
34
|
|
|
|
|
|
|
|
35
|
|
|
|
|
|
|
sub add_message { |
36
|
0
|
|
|
0
|
1
|
|
my ( $self, $role, $content ) = @_; |
37
|
|
|
|
|
|
|
|
38
|
0
|
0
|
0
|
|
|
|
croak 'add_message() requires two parameters: role and content' if !defined $role || !defined $content; |
39
|
|
|
|
|
|
|
|
40
|
0
|
|
|
|
|
|
push @{ $self->messages }, { role => $role, content => $content }; |
|
0
|
|
|
|
|
|
|
41
|
|
|
|
|
|
|
|
42
|
0
|
|
|
|
|
|
return $self; |
43
|
|
|
|
|
|
|
} |
44
|
|
|
|
|
|
|
|
45
|
|
|
|
|
|
|
sub send_message { |
46
|
0
|
|
|
0
|
1
|
|
my ( $self, $content ) = @_; |
47
|
|
|
|
|
|
|
|
48
|
0
|
|
|
|
|
|
$self->add_message( 'user', $content ); |
49
|
|
|
|
|
|
|
|
50
|
0
|
|
|
|
|
|
my $res = $self->send(); |
51
|
0
|
|
|
|
|
|
my $assistant_response = $res->{choices}[0]{message}{content}; |
52
|
|
|
|
|
|
|
|
53
|
0
|
|
|
|
|
|
$self->add_message( 'assistant', $assistant_response ); |
54
|
|
|
|
|
|
|
|
55
|
0
|
|
|
|
|
|
return $res; |
56
|
|
|
|
|
|
|
} |
57
|
|
|
|
|
|
|
|
58
|
|
|
|
|
|
|
1; |
59
|
|
|
|
|
|
|
|
60
|
|
|
|
|
|
|
__END__ |
61
|
|
|
|
|
|
|
|
62
|
|
|
|
|
|
|
=head1 NAME |
63
|
|
|
|
|
|
|
|
64
|
|
|
|
|
|
|
OpenAI::API::Request::Chat - Request class for OpenAI API chat-based |
65
|
|
|
|
|
|
|
completion |
66
|
|
|
|
|
|
|
|
67
|
|
|
|
|
|
|
=head1 SYNOPSIS |
68
|
|
|
|
|
|
|
|
69
|
|
|
|
|
|
|
use OpenAI::API::Request::Chat; |
70
|
|
|
|
|
|
|
|
71
|
|
|
|
|
|
|
my $chat = OpenAI::API::Request::Chat->new( |
72
|
|
|
|
|
|
|
messages => [ |
73
|
|
|
|
|
|
|
{ role => 'system', content => 'You are a helpful assistant.' }, |
74
|
|
|
|
|
|
|
{ role => 'user', content => 'Who won the world series in 2020?' }, |
75
|
|
|
|
|
|
|
], |
76
|
|
|
|
|
|
|
); |
77
|
|
|
|
|
|
|
|
78
|
|
|
|
|
|
|
my $res = $chat->send(); # or: my $res = $chat->send(%args); |
79
|
|
|
|
|
|
|
my $message = $res->{choices}[0]{message}; # or: my $message = "$res"; |
80
|
|
|
|
|
|
|
|
81
|
|
|
|
|
|
|
# continue the conversation... |
82
|
|
|
|
|
|
|
# $res = $chat->send_message('What is the capital of France?'); |
83
|
|
|
|
|
|
|
|
84
|
|
|
|
|
|
|
=head1 DESCRIPTION |
85
|
|
|
|
|
|
|
|
86
|
|
|
|
|
|
|
This module provides a request class for interacting with the OpenAI API's |
87
|
|
|
|
|
|
|
chat-based completion endpoint. It inherits from L<OpenAI::API::Request>. |
88
|
|
|
|
|
|
|
|
89
|
|
|
|
|
|
|
=head1 ATTRIBUTES |
90
|
|
|
|
|
|
|
|
91
|
|
|
|
|
|
|
=head2 model |
92
|
|
|
|
|
|
|
|
93
|
|
|
|
|
|
|
ID of the model to use. |
94
|
|
|
|
|
|
|
|
95
|
|
|
|
|
|
|
See L<Models overview|https://platform.openai.com/docs/models/overview> |
96
|
|
|
|
|
|
|
for a reference of them. |
97
|
|
|
|
|
|
|
|
98
|
|
|
|
|
|
|
=head2 messages |
99
|
|
|
|
|
|
|
|
100
|
|
|
|
|
|
|
The messages to generate chat completions for, in the L<chat |
101
|
|
|
|
|
|
|
format|https://platform.openai.com/docs/guides/chat/introduction>. |
102
|
|
|
|
|
|
|
|
103
|
|
|
|
|
|
|
=head2 max_tokens [optional] |
104
|
|
|
|
|
|
|
|
105
|
|
|
|
|
|
|
The maximum number of tokens to generate. |
106
|
|
|
|
|
|
|
|
107
|
|
|
|
|
|
|
Most models have a context length of 2048 tokens (except for the newest |
108
|
|
|
|
|
|
|
models, which support 4096). |
109
|
|
|
|
|
|
|
|
110
|
|
|
|
|
|
|
=head2 temperature [optional] |
111
|
|
|
|
|
|
|
|
112
|
|
|
|
|
|
|
What sampling temperature to use, between 0 and 2. Higher values like |
113
|
|
|
|
|
|
|
0.8 will make the output more random, while lower values like 0.2 will |
114
|
|
|
|
|
|
|
make it more focused and deterministic. |
115
|
|
|
|
|
|
|
|
116
|
|
|
|
|
|
|
=head2 top_p [optional] |
117
|
|
|
|
|
|
|
|
118
|
|
|
|
|
|
|
An alternative to sampling with temperature, called nucleus sampling. |
119
|
|
|
|
|
|
|
|
120
|
|
|
|
|
|
|
We generally recommend altering this or C<temperature> but not both. |
121
|
|
|
|
|
|
|
|
122
|
|
|
|
|
|
|
=head2 n [optional] |
123
|
|
|
|
|
|
|
|
124
|
|
|
|
|
|
|
How many completions to generate for each prompt. |
125
|
|
|
|
|
|
|
|
126
|
|
|
|
|
|
|
Use carefully and ensure that you have reasonable settings for |
127
|
|
|
|
|
|
|
C<max_tokens> and C<stop>. |
128
|
|
|
|
|
|
|
|
129
|
|
|
|
|
|
|
=head2 stop [optional] |
130
|
|
|
|
|
|
|
|
131
|
|
|
|
|
|
|
Up to 4 sequences where the API will stop generating further tokens. The |
132
|
|
|
|
|
|
|
returned text will not contain the stop sequence. |
133
|
|
|
|
|
|
|
|
134
|
|
|
|
|
|
|
=head2 frequency_penalty [optional] |
135
|
|
|
|
|
|
|
|
136
|
|
|
|
|
|
|
Number between -2.0 and 2.0. Positive values penalize new tokens based |
137
|
|
|
|
|
|
|
on their existing frequency in the text so far. |
138
|
|
|
|
|
|
|
|
139
|
|
|
|
|
|
|
=head2 presence_penalty [optional] |
140
|
|
|
|
|
|
|
|
141
|
|
|
|
|
|
|
Number between -2.0 and 2.0. Positive values penalize new tokens based |
142
|
|
|
|
|
|
|
on whether they appear in the text so far. |
143
|
|
|
|
|
|
|
|
144
|
|
|
|
|
|
|
=head2 user [optional] |
145
|
|
|
|
|
|
|
|
146
|
|
|
|
|
|
|
A unique identifier representing your end-user, which can help OpenAI |
147
|
|
|
|
|
|
|
to monitor and detect abuse. |
148
|
|
|
|
|
|
|
|
149
|
|
|
|
|
|
|
=head1 METHODS |
150
|
|
|
|
|
|
|
|
151
|
|
|
|
|
|
|
=head2 add_message($role, $content) |
152
|
|
|
|
|
|
|
|
153
|
|
|
|
|
|
|
This method adds a new message with the given role and content to the |
154
|
|
|
|
|
|
|
messages attribute. |
155
|
|
|
|
|
|
|
|
156
|
|
|
|
|
|
|
=head2 send_message($content) |
157
|
|
|
|
|
|
|
|
158
|
|
|
|
|
|
|
This method adds a user message with the given content, sends the request, |
159
|
|
|
|
|
|
|
and returns the response. It also adds the assistant's response to the |
160
|
|
|
|
|
|
|
messages attribute. |
161
|
|
|
|
|
|
|
|
162
|
|
|
|
|
|
|
=head1 INHERITED METHODS |
163
|
|
|
|
|
|
|
|
164
|
|
|
|
|
|
|
This module inherits the following methods from L<OpenAI::API::Request>: |
165
|
|
|
|
|
|
|
|
166
|
|
|
|
|
|
|
=head2 send(%args) |
167
|
|
|
|
|
|
|
|
168
|
|
|
|
|
|
|
=head2 send_async(%args) |
169
|
|
|
|
|
|
|
|
170
|
|
|
|
|
|
|
=head1 SEE ALSO |
171
|
|
|
|
|
|
|
|
172
|
|
|
|
|
|
|
L<OpenAI::API::Request>, L<OpenAI::API::Config> |