File size: 6,347 Bytes
9705b6c |
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 99 100 101 102 103 104 105 106 107 108 109 110 111 112 113 114 115 116 117 118 119 120 121 122 123 124 125 126 127 128 129 130 131 132 133 134 135 136 137 138 139 140 141 142 143 144 145 146 147 148 149 150 151 152 153 154 155 156 157 158 159 160 161 162 163 164 165 166 167 168 169 170 171 172 173 174 175 176 177 178 179 180 181 182 183 184 185 186 187 188 189 190 191 192 193 194 195 196 197 198 199 200 201 202 203 204 205 206 207 208 209 210 211 212 213 214 215 216 217 218 219 220 221 222 223 224 225 226 227 228 229 230 231 232 233 234 235 236 237 238 239 240 241 242 243 244 245 246 247 248 |
const { formatMessage, formatLangChainMessages, formatFromLangChain } = require('./formatMessages');
const { HumanMessage, AIMessage, SystemMessage } = require('langchain/schema');
describe('formatMessage', () => {
it('formats user message', () => {
const input = {
message: {
sender: 'user',
text: 'Hello',
},
userName: 'John',
};
const result = formatMessage(input);
expect(result).toEqual({
role: 'user',
content: 'Hello',
name: 'John',
});
});
it('formats a realistic user message', () => {
const input = {
message: {
_id: '6512cdfb92cbf69fea615331',
messageId: 'b620bf73-c5c3-4a38-b724-76886aac24c4',
__v: 0,
cancelled: false,
conversationId: '5c23d24f-941f-4aab-85df-127b596c8aa5',
createdAt: Date.now(),
error: false,
finish_reason: null,
isCreatedByUser: true,
isEdited: false,
model: null,
parentMessageId: '00000000-0000-0000-0000-000000000000',
sender: 'User',
text: 'hi',
tokenCount: 5,
unfinished: false,
updatedAt: Date.now(),
user: '6512cdf475f05c86d44c31d2',
},
userName: 'John',
};
const result = formatMessage(input);
expect(result).toEqual({
role: 'user',
content: 'hi',
name: 'John',
});
});
it('formats assistant message', () => {
const input = {
message: {
sender: 'assistant',
text: 'Hi there',
},
assistantName: 'Assistant',
};
const result = formatMessage(input);
expect(result).toEqual({
role: 'assistant',
content: 'Hi there',
name: 'Assistant',
});
});
it('formats system message', () => {
const input = {
message: {
role: 'system',
text: 'Hi there',
},
};
const result = formatMessage(input);
expect(result).toEqual({
role: 'system',
content: 'Hi there',
});
});
it('formats user message with langChain', () => {
const input = {
message: {
sender: 'user',
text: 'Hello',
},
userName: 'John',
langChain: true,
};
const result = formatMessage(input);
expect(result).toBeInstanceOf(HumanMessage);
expect(result.lc_kwargs.content).toEqual(input.message.text);
expect(result.lc_kwargs.name).toEqual(input.userName);
});
it('formats assistant message with langChain', () => {
const input = {
message: {
sender: 'assistant',
text: 'Hi there',
},
assistantName: 'Assistant',
langChain: true,
};
const result = formatMessage(input);
expect(result).toBeInstanceOf(AIMessage);
expect(result.lc_kwargs.content).toEqual(input.message.text);
expect(result.lc_kwargs.name).toEqual(input.assistantName);
});
it('formats system message with langChain', () => {
const input = {
message: {
role: 'system',
text: 'This is a system message.',
},
langChain: true,
};
const result = formatMessage(input);
expect(result).toBeInstanceOf(SystemMessage);
expect(result.lc_kwargs.content).toEqual(input.message.text);
});
it('formats langChain messages into OpenAI payload format', () => {
const human = {
message: new HumanMessage({
content: 'Hello',
}),
};
const system = {
message: new SystemMessage({
content: 'Hello',
}),
};
const ai = {
message: new AIMessage({
content: 'Hello',
}),
};
const humanResult = formatMessage(human);
const systemResult = formatMessage(system);
const aiResult = formatMessage(ai);
expect(humanResult).toEqual({
role: 'user',
content: 'Hello',
});
expect(systemResult).toEqual({
role: 'system',
content: 'Hello',
});
expect(aiResult).toEqual({
role: 'assistant',
content: 'Hello',
});
});
});
describe('formatLangChainMessages', () => {
it('formats an array of messages for LangChain', () => {
const messages = [
{
role: 'system',
content: 'This is a system message',
},
{
sender: 'user',
text: 'Hello',
},
{
sender: 'assistant',
text: 'Hi there',
},
];
const formatOptions = {
userName: 'John',
assistantName: 'Assistant',
};
const result = formatLangChainMessages(messages, formatOptions);
expect(result).toHaveLength(3);
expect(result[0]).toBeInstanceOf(SystemMessage);
expect(result[1]).toBeInstanceOf(HumanMessage);
expect(result[2]).toBeInstanceOf(AIMessage);
expect(result[0].lc_kwargs.content).toEqual(messages[0].content);
expect(result[1].lc_kwargs.content).toEqual(messages[1].text);
expect(result[2].lc_kwargs.content).toEqual(messages[2].text);
expect(result[1].lc_kwargs.name).toEqual(formatOptions.userName);
expect(result[2].lc_kwargs.name).toEqual(formatOptions.assistantName);
});
describe('formatFromLangChain', () => {
it('should merge kwargs and additional_kwargs', () => {
const message = {
kwargs: {
content: 'some content',
name: 'dan',
additional_kwargs: {
function_call: {
name: 'dall-e',
arguments: '{\n "input": "Subject: hedgehog, Style: cute"\n}',
},
},
},
};
const expected = {
content: 'some content',
name: 'dan',
function_call: {
name: 'dall-e',
arguments: '{\n "input": "Subject: hedgehog, Style: cute"\n}',
},
};
expect(formatFromLangChain(message)).toEqual(expected);
});
it('should handle messages without additional_kwargs', () => {
const message = {
kwargs: {
content: 'some content',
name: 'dan',
},
};
const expected = {
content: 'some content',
name: 'dan',
};
expect(formatFromLangChain(message)).toEqual(expected);
});
it('should handle empty messages', () => {
const message = {
kwargs: {},
};
const expected = {};
expect(formatFromLangChain(message)).toEqual(expected);
});
});
});
|