AI Text Summarize Assistant

AI text assistant scraper

Your personnal AI text assistant.

Help you with Text analysis, Sentiment analysis, Answer a Question based on text, and summarize text and or conversation

Scale your news article analysis and improve your customer relationship management

Inputs

text document : document size cannot exceed 5120 character, if it does, please set "truncate" as True

feature : select a feature

truncate : True or False, allow to truncate text document if over 5120 character

Features

Key Phrases : Extract key words from text

Identify and redact sensitive information : To identify and redact sensitive information that can be used to identify an individual. This is often used for compliance with privacy regulations like GDPR, HIPAA, etc.

Classify general entities : To identify and classify general entities in text, such as people, organizations, locations, and more. This is used for understanding the context and meaning of the text.

Sentiment Analysis : Extract sentiment from text

Question & Answer : Ask a question based on a text document and get an answer

Text Summarize : self explanatory

Conversation Summarize : self explanatory

Ouput example

Text Summarize

{
    "extractive_summary": [
      "Microsoft was founded by Bill Gates and Paul Allen on April 4, 1975, to develop and sell BASIC interpreters for the Altair 8800.",
      "It rose to dominate the personal computer operating system market with MS-DOS in the mid-1980s, followed by Microsoft Windows.",
      "The company's 1986 initial public offering (IPO), and subsequent rise in its share price, created three billionaires and an estimated 12,000 millionaires among Microsoft employees."
    ],
    "abstractive_summary": [
      "Microsoft Corporation, founded by Bill Gates and Paul Allen on April 4, 1975, initially focused on developing BASIC interpreters for the Altair 8800. The company eventually became a dominant force in the personal computer operating system market with the introduction of MS-DOS in the mid-1980s, followed by the widespread adoption of Microsoft Windows. A significant milestone in its growth was the 1986 initial public offering, which contributed to the creation of multiple millionaires and three billionaires among its employees. Based in Redmond, Washington, Microsoft has evolved into a major American multinational technology corporation.\n\nThis summary encapsulates Microsoft's foundational history, its growth in the personal computer market, and the financial success of its employees, while maintaining coherence and focusing on the core information from the source document."
    ]
  }

Key Phrases

{
    "key_phrases": [
      "bad reviews",
      "objectives reviews",
      "product",
      "price",
      "team"
    ]
  }

PII Entity

{
    "text": "Mateo Gomez",
    "category": "Person",
    "sub_category": null,
    "confidence_score": 1
  }

Named Entities

{
    "text": "Mateo Gomez",
    "category": "Person",
    "sub_category": null,
    "confidence_score": 1
  },

Sentiment

{
    "sentiment": "mixed",
    "confidence_scores": {
      "positive": 0.5,
      "neutral": 0,
      "negative": 0.5
    },
    "sentences": [
      {
        "text": "I heard really bad reviews about this product. ",
        "sentiment": "negative",
        "confidence_scores": {
          "positive": 0,
          "neutral": 0,
          "negative": 1
        },
        "opinions": [
          {
            "target": "product",
            "sentiment": "negative",
            "confidence_scores": {
              "positive": 0,
              "negative": 1
            },
            "assessments": [
              {
                "text": "bad",
                "sentiment": "negative",
                "confidence_scores": {
                  "positive": 0,
                  "negative": 1
                },
                "is_negated": false
              }
            ]
          }
        ]
      },
      {
        "text": "But i am not sure that they are objectives reviews. ",
        "sentiment": "neutral",
        "confidence_scores": {
          "positive": 0,
          "neutral": 0.94,
          "negative": 0.05
        },
        "opinions": []
      },
      {
        "text": "So we are testing it right now because i think it is great even if the price is too high because the team is great.",
        "sentiment": "positive",
        "confidence_scores": {
          "positive": 0.99,
          "neutral": 0.01,
          "negative": 0
        },
        "opinions": [
          {
            "target": "team",
            "sentiment": "positive",
            "confidence_scores": {
              "positive": 1,
              "negative": 0
            },
            "assessments": [
              {
                "text": "great",
                "sentiment": "positive",
                "confidence_scores": {
                  "positive": 1,
                  "negative": 0
                },
                "is_negated": false
              }
            ]
          }
        ]
      }
    ]
  }

Question & Answer

{
    "short_answer": {
      "text": "Bill Gates and Paul Allen",
      "confidence_score": 0.98696935
    },
    "answer": "Microsoft was founded by Bill Gates and Paul Allen in 1975.",
    "confidence_score": 0.9857180714607239
  }

Conversation Summarize

{
    "issue": "Customer's order is delayed.",
    "resolution": "Agent identified the issue and expedited the order.",
    "narrative": "The customer requested help with their order and provided their order ID, 12345. The agent identified that the order was delayed and agreed to expedite it for the customer.",
    "recap": "The customer contacted the agent for assistance with their order. After providing the order ID, the agent identified a delay in the order and assured the customer that it would be expedited.",
    "chapterTitle": "Efforting the Order: A Conversation on Improving Customer Service"
  }