Prepare FTO

prompts/private/fto_topics.txt

@@ -0,0 +1,30 @@
+<role> You are a patent committee expert.</role>
+<task>
+You are tasked with giving a list of topics to investigate for freedom-to-operate from a given idea.
+You will be given an idea and you need to list all the topics or concepts that should be explored in a FTO analysis to make sure the idea is exploitable.
+Please give at most the 8 most important ideas or concepts to explore.
+</task>
+
+<idea>
+**Here is the idea:**
+## Problem description
+{{problem_description}}
+
+## Solution description
+{{solution_description}}
+</idea>
+
+<response_format>
+Reply in JSON using the following schema:
+{{response_schema}}
+
+Here's an example response:
+{
+    "topics": [
+        "Topic 1",
+        "Topic 2",
+        "Topic 3",
+        "Topic 4"
+    ]
+}
+</response_format>

static/index.html

@@ -373,6 +373,7 @@
                                         </textarea>
                                     </div>
                                     <div class="card-actions justify-end mt-6">
+                                        <button id="fto-analysis-btn" class="btn btn-warning">Perform FTO on draft</button>
                                         <button id="refine-btn" class="btn btn-primary">Refine draft</button>
                                     </div>
                                 </div>

static/js/app.js

@@ -3,8 +3,7 @@ import {
     toggleElementsEnabled, toggleContainersVisibility, showLoadingOverlay, hideLoadingOverlay, populateSelect,
     populateCheckboxDropdown, populateDaisyDropdown, extractTableData, switchTab, enableTabSwitching, debounceAutoCategoryCount,
     bindTabs, checkPrivateLLMInfoAvailable, moveSolutionToDrafts, buildSolutionSubCategories, handleDraftRefine, renderDraftUI, populateLLMModelSelect,
-    displayFullAssessment, handleSaveConfigFields, handleLoadConfigFields,
-    handleClearConfig
+    displayFullAssessment, handleSaveConfigFields, handleLoadConfigFields, handleFTOAnalysis, handleClearConfig
 } from "./ui.js";
 import { postWithSSE } from "./sse.js";
 
@@ -1053,10 +1052,6 @@ document.addEventListener('DOMContentLoaded', function () {
         boostrapWorkflow(1);
     });
 
-    // Events des boutons pour le drafting de solutions
-    const refineBtn = document.getElementById('refine-btn');
-    refineBtn.addEventListener('click', handleDraftRefine);
-
     // render l'ui de draft vide
     renderDraftUI();
 
@@ -1097,4 +1092,8 @@ document.getElementById('settings-fetch-models').addEventListener('click', _ =>
 // button to open full assessment modal 
 document.getElementById('read-assessment-button').addEventListener('click', _ => {
     displayFullAssessment();
-});
+});
+
+// Events des boutons pour le drafting de solutions
+document.getElementById('refine-btn').addEventListener('click', handleDraftRefine);
+document.getElementById('fto-analysis-btn').addEventListener('click', handleFTOAnalysis);

static/js/gen.js

@@ -31,7 +31,7 @@ export async function retrieveTemplate(task) {
  * Lance un deep search sur le serveur pour les topics donnés.
  * @param {Array} topics 
  */
-async function performDeepSearch(topics) {
+export async function performDeepSearch(topics) {
     const response = await fetch('/solutions/search_prior_art', {
         method: 'POST',
         headers: { 'Content-Type': 'application/json' },
@@ -81,8 +81,10 @@ export async function generateCompletion(providerUrl, modelName, apiKey, message
     }
 }
 
+
+
 /**
- * Genère une completion avec le LLM specifié
+ * Genère une completion structurée avec le LLM specifié
  * @param {String} providerUrl - URL du provider du LLM
  * @param {String} modelName - Nom du modèle à appeler
  * @param {String} apiKey - API key a utiliser
@@ -90,6 +92,7 @@ export async function generateCompletion(providerUrl, modelName, apiKey, message
  * @param {Object} schema - Zod schema to use for structured generation
  * @param {Number} temperature - Température à utiliser pour la génération
  */
+//TODO: Find the correct args to constrain the LLM to the json schema instead of enforcing json correct parsing
 export async function generateStructuredCompletion(providerUrl, modelName, apiKey, messages, schema, temperature = 0.5) {
     const genEndpoint = providerUrl + "/chat/completions";
     try {
@@ -239,4 +242,24 @@ export async function refineSolution(providerUrl, modelName, apiKey, solution, i
     newSolution.solution_description = refined_idea;
 
     return newSolution;
-}
+}
+
+// JS schema for FTO analysis topic extraction
+const FTOAnalysisTopicsSchema = zod.object({
+    topics: zod.array(zod.string())
+});
+
+export async function getFtoAnalysisTopics(providerUrl, modelName, apiKey, idea) {
+    const template = await retrieveTemplate("fto_topics");
+
+    const structured_template = formatTemplate(template, {
+        "problem_description": idea.problem_description,
+        "solution_description": idea.solution_description,
+        "response_schema": zod.toJSONSchema(FTOAnalysisTopicsSchema),
+    });
+
+    const topics = await generateStructuredCompletion(providerUrl, modelName, apiKey, [{ role: "user", content: structured_template }], FTOAnalysisTopicsSchema);
+
+    return topics;
+}
+

static/js/ui.js

@@ -1,5 +1,5 @@
 import { marked } from 'https://cdnjs.cloudflare.com/ajax/libs/marked/16.1.1/lib/marked.esm.js';
-import { assessSolution, getModelList, refineSolution } from "./gen.js"
+import { assessSolution, getModelList, refineSolution, getFtoAnalysisTopics, performDeepSearch } from "./gen.js"
 import { clearConfig, loadConfig, saveConfig } from "./persistence.js";
 
 // =============================================================================
@@ -508,6 +508,7 @@ export function moveSolutionToDrafts(solution) {
 
         // push the solution to the draft history
         draftHistory.push({
+            type: "draft",
             solution: solution,
             insights: insights,
             assessment_full: response.assessment_full,
@@ -637,6 +638,7 @@ export function handleDraftRefine() {
             const newInsights = result.assessedResult.extracted_info.insights.map((e, idx, __) => ({ id: idx, text: e, checked: false }));
 
             draftHistory.push({
+                type: "draft",
                 solution: result.refinedSolution,
                 insights: newInsights,
                 assessment_full: result.assessedResult.assessment_full,
@@ -665,6 +667,27 @@ function jumpToDraft(index) {
     }
 }
 
+export function handleFTOAnalysis() {
+    const { providerUrl, providerToken, providerModel } = getConfigFields();
+    const currentState = draftHistory[draftCurrentIndex];
+
+    console.log("Launching FTO analysis");
+
+    showLoadingOverlay("Starting FTO analysis ...");
+
+    getFtoAnalysisTopics(providerUrl, providerModel, providerToken, currentState.solution)
+        .then(a => {
+            showLoadingOverlay("Performing FTO analysis ...");
+            performDeepSearch(a.topics)
+                .then((info) => {
+                    console.log(info);
+                    hideLoadingOverlay();
+                });
+        })
+        .catch(e => alert("Failed to perform FTO analysis: " + e))
+        .finally(() => hideLoadingOverlay());
+}
+
 /**
  * Displays the whole idea evaluation.
  */