使用ChatGPT从Hacker News提取码农必读书籍

原创

brzhang

修改于 2023-10-04 18:56:45

2280

修改于 2023-10-04 18:56:45

文章被收录于专栏：玩转全栈玩转全栈

Hacker News 推荐的书籍相对来讲，质量还是不错的，因此有人就想了一个办法，借助ChatGpt来分析推荐数据，整理出了排名前50的推荐书籍。分析这些数据，大概花了 40美刀。

下面这个是prompt

prompt = [
            {"role": "system", "content": "Assistant that identifies book titles and authors in the following document and shows the words you match to a book title from. Some titles may be abbreviated, please expand the abbreviated title. If the document talks about an author but doesn't mention a book, leave \"title\" blank. If you know who the author is, provide the author. Don't include the book's subtitle. If the text is asking for a recommendation, without mentioning a book, then return an empty array. Provide your answer in a json array."}
            {"role": "user", "content": 'Wren\'s Explosion https://www.amazon.com/gp/395, and any Plath."'},
            {"role": "assistant", "content": '''[{"match":"'Wren's Explosion","title":"Explosion","author":"P.C. Wren","link":"https://www.amazon.com/gp/395"}, {"match":"any Plath","title":"", "author":"Sylvia Plath"}]'''},
            {"role":"user", "content":"3-days free trial isn't freemium."},
            {"role":"assistant", "content":"[]"},
            {"role":"user", "content": "Miranda Hamilton"},
            {"role":"assistant", "content": '''[{"match":"Miranda Hamilton","title":"Hamilton","author":"Lin-Manuel Miranda, Jeremy McCarter","link":""}]'''},
        ]

提取的书籍数据类似与这样的json结构

[
  {
    "match": "Hitchhiker's Guide Vms Unsupported Undocumented Can Go Away At Any Time Feature",
    "title": "The Hitchhiker's Guide to the Galaxy",
    "author": "Douglas Adams",
    "link": "http://www.amazon.com/Hitchhikers-Guide-Vms-Unsupported-Undocumented-Can-Go-Away-At-Any-Time-Feature/dp/1878956000"
  }
]

以下是排名前 50 的书籍推荐：

#	书名	作者	推荐次数
1	Structure and Interpretation of Computer Programs	Abelson and Sussman	376
2	G?del, Escher, Bach	Douglas Hofstadter	293
3	How to Win Friends and Influence People	Dale Carnegie	292
4	The C Programming Language	Brian Kernighan, Dennis Ritchie	284
5	Dune	Brian Herbert	263
6	Thinking, Fast and Slow	Daniel Kahneman	244
7	Meditations	Descartes	233
8	Atlas Shrugged	Ayn Rand	222
9	The Art of Computer Programming	Donald E. Knuth	213
10	Sapiens: A Brief History of Humankind	Yuval Harari	205
11	Zen and the Art of Motorcycle Maintenance	Robert M Pirsig	203
12	The Pragmatic Programmer	Andrew Hunt	203
13	Introduction to Algorithms	Charles E. Leiserson, Clifford Stein, Ronald Rivest, Thomas H. Cormen	171
14	The Selfish Gene	Richard Dawkins	168
15	Code: The Hidden Language of Computer Hardware and Software	Charles Petzold	160
16	The Mythical Man-Month	Fred Brooks	159
17	The Black Swan	Nassim Nicholas Taleb	158
18	Designing Data-Intensive Applications	Martin Kleppman	153
19	1984	George Orwell	152
20	Code Complete	Steve McConnell	149
21	Snow Crash	Neal Stephenson	146
22	The Three-Body Problem	Cixin Liu	143
23	Ender’s Game	Orson Scott Card	143
24	The Design of Everyday Things	Don Norman	136
25	Bible	Unknown	134
26	Founders at Work	Jessica Livingston	133
27	Antifragile	Nassim Nicholas Taleb	130
28	Man’s Search for Meaning	Victor E. Frankl	129
29	The Hitchhiker’s Guide to the Galaxy	Douglas Adams	128
30	Cryptonomicon	Neal Stephenson	127
31	The Fountainhead	Ayn Rand	127
32	Surely You’re Joking, Mr. Feynman!	Richard Feynman	125
33	Fooled by Randomness	Nassim Nicholas Taleb	125
34	Siddhartha	Herman Hesse	124
35	Foundation	Isaac Asimov	123
36	The Lord of the Rings	J. R. R. Tolkien	121
37	Zero to One	Peter Thiel	115
38	Calculus	Charles B. Morrey Jr., Murray H. Protter	114
39	Neuromancer	William Gibson	112
40	The Phoenix Project	Gene Kim	110
41	The Lean Startup	Eric Ries	110
42	Never Split the Difference	Chris Voss	108
43	Design Patterns	Addy Osmani	107
44	Guns, Germs, and Steel	Jared Diamond	107
45	JavaScript: The Good Parts	Douglas Crockford	106
46	Clean Code	Robert C. Martin	106
47	Deep Work	Cal Newport	105
48	The Elements of Computing Systems	Noam Nisan, Shimon Schocken	104
49	The Little Schemer	Daniel P. Friedman, Matthias Felleisen	102
50	Influence: The Psychology of Persuasion	Robert B. Cialdini	101