LibreChat/api/app/clients/prompts/formatMessages.spec.js

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);
    });
  });
});