82 lines
3.3 KiB
JSON
82 lines
3.3 KiB
JSON
{
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"_comment": "Example JSON output for plugin analysis by PI Pathfinder",
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"query": "Summarize the key findings from the latest IPCC report on climate change and suggest potential mitigation strategies.",
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"selected_plugin": {
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"name": "Research Assistant",
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"description": "A powerful research tool for accessing and summarizing information from various online sources.",
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"capabilities": [
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"Web scraping",
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"Document summarization",
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"Academic paper retrieval",
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"Fact checking",
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"Trend analysis"
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],
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"reasoning": "This plugin is best suited for the task because it can access the IPCC report online, summarize its findings, and identify relevant mitigation strategies from reputable sources.",
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"confidence_score": 0.95
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},
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"extracted_skills": [
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{
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"skill_name": "Document Summarization",
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"skill_description": "Condenses large documents into concise summaries highlighting key information.",
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"parameters": {
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"document_url": "URL of the IPCC report",
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"summary_length": "medium",
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"focus_areas": ["key findings", "mitigation strategies"]
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},
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"implementation_details": "Utilizes advanced NLP techniques to identify and extract the most important information, including sentence scoring and topic modeling.",
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"success_probability": 0.9
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},
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{
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"skill_name": "Web Scraping",
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"skill_description": "Extracts data from web pages, including text, tables, and images.",
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"parameters": {
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"url": "URL of the IPCC report website",
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"elements_to_extract": ["text", "tables"]
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},
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"implementation_details": "Uses a robust web scraping library to handle various website structures and anti-scraping measures.",
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"success_probability": 0.98
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}
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],
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"execution_plan": [
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{
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"step": 1,
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"action": "Use Web Scraping to extract the text content from the IPCC report webpage.",
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"plugin_skill": "Web Scraping",
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"expected_outcome": "Successful extraction of the IPCC report text."
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},
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{
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"step": 2,
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"action": "Use Document Summarization to generate a summary of the extracted text, focusing on key findings and mitigation strategies.",
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"plugin_skill": "Document Summarization",
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"expected_outcome": "A concise summary of the IPCC report's key findings and mitigation strategies."
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},
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{
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"step": 3,
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"action": "Return the generated summary to the user.",
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"plugin_skill": null,
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"expected_outcome": "User receives a helpful summary of the IPCC report."
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}
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],
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"alternative_plugins": [
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{
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"name": "Web Search",
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"description": "Performs web searches and retrieves relevant snippets.",
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"suitability_score": 0.7,
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"reason": "Useful for finding general information, but less effective for in-depth document analysis."
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},
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{
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"name": "Document Reader",
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"description": "Reads and analyzes local documents.",
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"suitability_score": 0.3,
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"reason": "Not applicable as the IPCC report is likely online."
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}
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],
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"overall_assessment": {
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"success_likelihood": 0.9,
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"potential_issues": [
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"Website may have anti-scraping measures.",
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"Summarization may miss subtle nuances in the report."
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],
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"recommendations": "Review the generated summary for accuracy and consult the original report for a complete understanding."
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}
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} |