Sample Files: AI-Complaint-Assistant for document: Difference between revisions

Revision as of 21:30, 7 April 2024

You can share your own app files on this page. Please include a brief description of your app files.

Sample App Files

Media: Basic-Complaint-Assessment-for-document.zip Description: Settings includes filter on product code FMF and date range from 2020 to present. Prompts for matching top similar product problem codes and individual MAUDE reports using semantic similarity.

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 You can share your own app files on this page. Please include a brief description of your app files.
-<blockquote>
-'''''Reference files'''''
-[[File: ComplaintAssessmentDocument-Schema.zip]]
-[[File: openFDA device_search_fields.xlsx]]
-{| role="presentation" class="wikitable mw-collapsible mw-collapsed"
-| <strong>Settings.txt</strong>
-|-
-|
-CONFIG:OpenFDA-Vertex-V1.0   // identifies schema version (readonly)
-https_url1:   // openFDA api for source data
-limit1:   // limit of query results
-report_title:   // title of output report
-data1_fields:   // data fields to be analyzed in MDR query results
-KEYWORD1-SEARCH:   // general keyword search terms (matched in any field)
-SEARCH1-FIELDS:SEARCH1-TERMS   // query search fields and terms, see openFDA device_search_fields.xlsx for full details of searchable fields
-date_received:  // example field
-device.device_report_product_code:  // example field
-SORT1-FIELD:SORT1-TERM   // query results sorting
-date_received:desc
-COUNT1-FIELD:COUNT1-TERM   // query count field/term
-AI-ProblemSummaryPrompt:   // Prompt that summarizes the product problem
-AI-CountSummaryPrompt:   // Prompt that counts the instances of items
-AI-ProblemSimilarityPrompt:   // Prompt that summarizes the problem similarity to a product problem
-AI-MDRSimilarityPrompt:   // Prompt that analyzes the similarity between input problem and MAUDE results matching query criteria
-AI-ReportSummaryPrompt:   // Prompt that summarizes the most similar problems
-AI-WordsPerReport:   // Number of words in each intermediate report (recommended: 1500, range: 100-5000)
-AI-ModelTemperature:   // LLM Temperature index (recommended: 0.05, range: 0..1f)
-AI-ModelTopP:   // LLM TOP_P index (recommended: 0.4, range: 0..1f)
-AI-ModelTopK:   // LLM TOP_K number of words for next word prediction (recommended: 10, range: 1-128)
-AI-ModelMaxOutputTokens:   // LLM maximum output words (range: 1-2048)
-|}
-</blockquote>
 ==Sample App Files==
 [[Media: Basic-Complaint-Assessment-for-document.zip]]
 Description: Settings includes filter on product code FMF and date range from 2020 to present. Prompts for matching top similar product problem codes and individual MAUDE reports using semantic similarity.