Editing AI Prompt Engineering (section)

== Format Conversion ==

=== Convert Response to JSON ===

* Purpose: Make the bot’s responses more structured to reduce subsequent data cleaning work
* Prompts:
** “… And put your response into a JSON with keys ‘aaa’, ‘bbb’, ‘ccc’”
** “Analyze the following sentence and return the extracted information directly as JSON, including…”
** “Provide them in JSON format with the following keys: book_id, title, author, genre.”
** “Output a json object that contains the following keys: french_summary, num_names.”

Example Before:

<pre>Human: Write 10 keywords, sentiment and Named entity recognition for following article: 
Today the weather in Taipei is great, wish I didn't have to work
AI: Keywords: Taipei, Weather, Work, Today. Sentiment: Positive. Named Entity Recognition: Taipei, Work.</pre>
Example After:

<pre>Human: Write 10 keywords, sentiment and Named entity recognition for following article. And put your response into a JSON with keys &quot;keywords&quot;, &quot;sentiment&quot;, &quot;entity&quot;:

Today the weather in Taipei is great, wish I didn't have to work
AI:
{
    &quot;keywords&quot;: [&quot;Taipei&quot;, &quot;weather&quot;, &quot;not working&quot;, &quot;today&quot;], 
    &quot;sentiment&quot;: &quot;positive&quot;, 
    &quot;entity&quot;: [&quot;Taipei&quot;, &quot;today&quot;]
}</pre>

=== Structure the Reply in Nested JSON Format ===

Desired format:

<pre>{
  "output": {
    "keywords": ["keyword1", "keyword2", "keyword3", "..."],
    "summary": "A concise overview that captures the key elements and core ideas of the subject."
  }
}</pre>
The prompt:

<pre>Organize the response in a JSON structure. Use the primary key &quot;output&quot; that encompasses two nested keys: &quot;keywords&quot; and &quot;points&quot;. Additionally, include a &quot;summary&quot; under the &quot;output&quot; key.</pre>
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=== Convert a Transcript into Article ===

Prompt effects: * Convert into fluent article: Make the article flow smoothly and add punctuation * Paragraphing: Break into appropriate paragraphs

Converting interview transcripts into articles: * “Please convert this into a fluent and paragraphed article: {paste article}” * Or “Please organize into a fluent article with paragraphs, and add bold subheadings to each paragraph: {paste transcript}” * Or “Convert the transcript into article: {paste article}” * Or “Convert the transcript into a blog article: {paste article}” * Or “Please organize this into a fluent article: {paste article}”

Converting interview transcripts into fluent articles (add punctuation) and summarizing key points: * “summarize the transcript into a fluent article: {paste article}”

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=== Convert to Table ===

Prompt: * “Convert to table: {paste article}” * Or “Please organize the following article into a table with fields (1) {fields}: {paste article}”

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