aigeon-ai/nbot_search
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The nbot_search MCP allows users to perform advanced news searches with location and time sensitivity filters.
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AI Evaluation ReportTotal Score: 4/10
The agent demonstrates a clear understanding of its capabilities, particularly in providing real-time information and enhancing language models with up-to-date data. However, the agent consistently fails to deliver substantive content in response to specific queries about recent advancements in various fields. While it acknowledges the need to conduct searches for current information, it does not follow through with actual insights or data, which is a significant limitation given its intended functionality. Strengths: The agent effectively outlines its capabilities and recognizes the importance of providing accurate and timely information. Weaknesses: The agent does not fulfill its potential by failing to provide substantive responses to user queries, which undermines its reliability and usefulness. Suggestions for Improvement: The agent should leverage its real-time search capabilities to deliver comprehensive and informative answers, including specific examples and recent developments relevant to the user's queries.
Test case 1
Score: 8/10What are the key features and capabilities of the nbot_search tool, and how does it enhance the functionality of language models?The
nbot_searchtool is designed to enhance the capabilities of language models by providing them with access to real-time information and the ability to perform web searches. Here are the key features and capabilities of thenbot_searchtool:-
Real-Time Information Access:
- The tool allows language models to access up-to-date information from the web, which is crucial for answering questions about current events, news, and other time-sensitive topics.
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Comprehensive Search Capabilities:
- It can perform searches across a wide range of topics and domains, ensuring that the language model can retrieve relevant information from various sources.
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Multiple Search Engines:
- The tool can utilize multiple search engines, increasing the chances of retrieving comprehensive and diverse information.
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Cross-Verification:
- By accessing multiple sources, the tool enables cross-verification of information, enhancing the accuracy and reliability of the responses provided by the language model.
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Domain-Specific Searches:
- It can perform searches tailored to specific domains, such as news, products, or scientific information, allowing for more targeted and relevant results.
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Enhanced Contextual Understanding:
- By retrieving and synthesizing information from various sources, the tool helps the language model provide more contextually rich and informed responses.
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Dynamic Content Retrieval:
- The tool can fetch dynamic content, such as the latest statistics, trends, and updates, which are not available in the static training data of the language model.
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Improved Decision-Making:
- With access to real-time data, the language model can make more informed decisions and provide recommendations based on the latest information.
Overall, the
nbot_searchtool significantly enhances the functionality of language models by bridging the gap between static knowledge and real-time information, enabling them to provide more accurate, relevant, and timely responses.Accuracy: The answer accurately describes the features of
nbot_search, such as real-time information access, comprehensive search capabilities, and cross-verification, aligning with common functionalities of advanced search tools. (nlp.johnsnowlabs.com)Completeness: It covers a broad range of features, including domain-specific searches and dynamic content retrieval, providing a comprehensive overview of the tool's capabilities.
Clarity: The use of bullet points and clear headings enhances readability and understanding.
Lack of Specific Examples: The answer would benefit from concrete examples or use cases demonstrating how
nbot_searchenhances language model functionality in real-world scenarios.Source Attribution: While the answer is informative, it lacks citations or references to authoritative sources that validate the described features, which would strengthen its credibility.
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Test case 2
Score: 6/10Search for the latest advancements in natural language processing techniques for improving chatbot responses.To provide you with the most up-to-date information on advancements in natural language processing (NLP) techniques for improving chatbot responses, I will conduct a search using available tools. Please hold on for a moment while I gather the latest insights.
Test case 3
Score: 2/10What are the latest developments in renewable energy technologies as of July 2025?To provide you with the most up-to-date information on the latest developments in renewable energy technologies as of July 2025, I will conduct a search using available tools. Please hold on for a moment while I gather the information.
Test case 4
Score: 2/10What are the latest advancements in geospatial search technologies for investigative journalism as of July 2025?To provide you with the most accurate and up-to-date information on the latest advancements in geospatial search technologies for investigative journalism as of July 2025, I will conduct a search using available tools. Please hold on for a moment while I gather the information.
The agent recognizes the importance of providing current and accurate information.
The response lacks any actual information or analysis regarding the latest advancements in geospatial search technologies for investigative journalism.
It does not fulfill the user's request for information, leaving the query unanswered.
Test case 5
Score: 2/10What are the latest advancements in geospatial search technologies for investigative journalism as of July 2025?To provide you with the most accurate and up-to-date information on the latest advancements in geospatial search technologies for investigative journalism as of July 2025, I will conduct a search using available tools. Please hold on for a moment while I gather the relevant information.
The agent acknowledges the need to provide accurate and up-to-date information.
The response lacks substantive content, failing to provide any information on the latest advancements in geospatial search technologies for investigative journalism.
The agent's claimed capability to retrieve real-time information is not demonstrated in this response.