Operational Learning Page: Integrate LLM summaries for Operational Learning

[samshara]

Operational learnings in emergencies are the lessons learned from managing and dealing with crises, refining protocols for resource allocation, decision-making, communication strategies, and much more. The summaries are generated using AI and Large Language Models, based on data coming from Final DREF Reports, Emergency Appeal reports and others.

Previous implementation

extractor-operational-learnings

Frontend Tasks

• Create an Operational Learning navigation item under the Learn navigation tab #1219
• Create a new Operational Learning skeleton page #1220
• Add filters for Operational Learning with a selected filters view #1221
• Fetch summaries and key insights from API based on filters #1222
• List summaries by sector and by component #1223
• Show Key Insights with a disclaimer #1224
• List Sources for each summary in an expandable view #1225
• Create a View all Extracts Modal to list all the extracts for a summary #1226
• Implement Excel export download based on the language set  #1252
• Integrate CSV export of excerpts based on the filters selected #1362
• Show key insights for all filter combinations #1363
• Show total number of filtered excerpts instead of total excerpts count #1364
• Implement multi-select for all the filters except region filter #1378
• Use Apply and Cancel buttons for the filters #1379
• Rephrase the disclaimer text under summaries #1381

Backend Tasks

• Create Model and API for Operational Learning Summary go-api#2198
• Add filtering and prioritization of excerpts in API go-api#2199
• Generate LLM prompt based on filtered and prioritized excerpts go-api#2200
• Add support for dynamic translation in the summary model and excerpts model go-api#2211
• Create an Excel export for the generated summary, including excerpts and prioritized excerpts used to generate it in all four IFRC official languages go-api#2212
• Fetch LLM response based on prompt and cache responses go-api#2201
• Trigger key sights for every selected filter go-api#2259
• Track the total number of filtered excerpts for each summary generation go-api#2260