@@ -87,7 +87,6 @@ ${techContext}
8787` ;
8888 const techContextSummaryRespone = await genAI . models . generateContent ( {
8989 model : "gemini-2.5-flash" ,
90- // model: "gemini-2.0-flash",
9190 config : {
9291 thinkingConfig : { thinkingBudget : 0 } ,
9392 systemInstruction : techContextSummarizeSystemPrompt ,
@@ -224,7 +223,6 @@ ${categoryCountsText}
224223 // Generate topic selection using AI
225224 const topicSelectionResponse = await genAI . models . generateContent ( {
226225 model : "gemini-2.5-flash" ,
227- // model: "gemini-2.0-flash",
228226 config : {
229227 thinkingConfig : { thinkingBudget : 0 } ,
230228 systemInstruction : topicSelectionSystemPrompt ,
@@ -367,7 +365,6 @@ Important: Output *only* the raw Markdown content for the outline, starting dire
367365
368366 const outlineResponse = await genAI . models . generateContent ( {
369367 model : "gemini-2.5-flash" ,
370- // model: "gemini-2.0-flash",
371368 config : {
372369 thinkingConfig : { thinkingBudget : 0 } ,
373370 systemInstruction : outlineSystemPrompt ,
@@ -648,19 +645,10 @@ ${researchFindingsString}
648645
649646 try {
650647 // --- 3. Call Gemini API ---
651- // const countTokensResponse = await genAI.models.countTokens({
652- // model: "gemini-2.5-pro-exp-03-25",
653- // // model: "gemini-2.5-flash-preview-04-17",
654- // contents: generationPrompt,
655- // });
656- // console.log("Tokens:", countTokensResponse);
657-
658648 const draftResponse = await genAI . models . generateContent ( {
659- // model: "gemini-2.5-pro-exp-03-25",
660649 model : "gemini-2.5-flash" ,
661650 contents : generationPrompt ,
662651 config : {
663- // thinkingConfig: { thinkingBudget: 0 },
664652 systemInstruction : generationSystemPrompt ,
665653 temperature : 0.6 ,
666654 } ,
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