-
Notifications
You must be signed in to change notification settings - Fork 2.2k
/
tool.ts
207 lines (184 loc) Β· 4.86 KB
/
tool.ts
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
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
import {
BaseMessage,
BaseMessageChunk,
type BaseMessageFields,
mergeContent,
_mergeDicts,
type MessageType,
} from "./base.js";
export interface ToolMessageFieldsWithToolCallId extends BaseMessageFields {
tool_call_id: string;
}
/**
* Represents a tool message in a conversation.
*/
export class ToolMessage extends BaseMessage {
static lc_name() {
return "ToolMessage";
}
get lc_aliases(): Record<string, string> {
// exclude snake case conversion to pascal case
return { tool_call_id: "tool_call_id" };
}
tool_call_id: string;
constructor(fields: ToolMessageFieldsWithToolCallId);
constructor(
fields: string | BaseMessageFields,
tool_call_id: string,
name?: string
);
constructor(
fields: string | ToolMessageFieldsWithToolCallId,
tool_call_id?: string,
name?: string
) {
if (typeof fields === "string") {
// eslint-disable-next-line no-param-reassign, @typescript-eslint/no-non-null-assertion
fields = { content: fields, name, tool_call_id: tool_call_id! };
}
super(fields);
this.tool_call_id = fields.tool_call_id;
}
_getType(): MessageType {
return "tool";
}
static isInstance(message: BaseMessage): message is ToolMessage {
return message._getType() === "tool";
}
}
/**
* Represents a chunk of a tool message, which can be concatenated
* with other tool message chunks.
*/
export class ToolMessageChunk extends BaseMessageChunk {
tool_call_id: string;
constructor(fields: ToolMessageFieldsWithToolCallId) {
super(fields);
this.tool_call_id = fields.tool_call_id;
}
static lc_name() {
return "ToolMessageChunk";
}
_getType(): MessageType {
return "tool";
}
concat(chunk: ToolMessageChunk) {
return new ToolMessageChunk({
content: mergeContent(this.content, chunk.content),
additional_kwargs: _mergeDicts(
this.additional_kwargs,
chunk.additional_kwargs
),
response_metadata: _mergeDicts(
this.response_metadata,
chunk.response_metadata
),
tool_call_id: this.tool_call_id,
});
}
}
/**
* A call to a tool.
* @property {string} name - The name of the tool to be called
* @property {Record<string, any>} args - The arguments to the tool call
* @property {string} [id] - If provided, an identifier associated with the tool call
*/
export type ToolCall = {
name: string;
// eslint-disable-next-line @typescript-eslint/no-explicit-any
args: Record<string, any>;
id?: string;
};
/**
* A chunk of a tool call (e.g., as part of a stream).
* When merging ToolCallChunks (e.g., via AIMessageChunk.__add__),
* all string attributes are concatenated. Chunks are only merged if their
* values of `index` are equal and not None.
*
* @example
* ```ts
* const leftChunks = [
* {
* name: "foo",
* args: '{"a":',
* index: 0
* }
* ];
*
* const leftAIMessageChunk = new AIMessageChunk({
* content: "",
* tool_call_chunks: leftChunks
* });
*
* const rightChunks = [
* {
* name: undefined,
* args: '1}',
* index: 0
* }
* ];
*
* const rightAIMessageChunk = new AIMessageChunk({
* content: "",
* tool_call_chunks: rightChunks
* });
*
* const result = leftAIMessageChunk.concat(rightAIMessageChunk);
* // result.tool_call_chunks is equal to:
* // [
* // {
* // name: "foo",
* // args: '{"a":1}'
* // index: 0
* // }
* // ]
* ```
*
* @property {string} [name] - If provided, a substring of the name of the tool to be called
* @property {string} [args] - If provided, a JSON substring of the arguments to the tool call
* @property {string} [id] - If provided, a substring of an identifier for the tool call
* @property {number} [index] - If provided, the index of the tool call in a sequence
*/
export type ToolCallChunk = {
name?: string;
args?: string;
id?: string;
index?: number;
};
export type InvalidToolCall = {
name?: string;
args?: string;
id?: string;
error?: string;
};
export function defaultToolCallParser(
// eslint-disable-next-line @typescript-eslint/no-explicit-any
rawToolCalls: Record<string, any>[]
): [ToolCall[], InvalidToolCall[]] {
const toolCalls: ToolCall[] = [];
const invalidToolCalls: InvalidToolCall[] = [];
for (const toolCall of rawToolCalls) {
if (!toolCall.function) {
continue;
} else {
const functionName = toolCall.function.name;
try {
const functionArgs = JSON.parse(toolCall.function.arguments);
const parsed = {
name: functionName || "",
args: functionArgs || {},
id: toolCall.id,
};
toolCalls.push(parsed);
} catch (error) {
invalidToolCalls.push({
name: functionName,
args: toolCall.function.arguments,
id: toolCall.id,
error: "Malformed args.",
});
}
}
}
return [toolCalls, invalidToolCalls];
}