USEINSTRUCTOR.COM: Keyword Density Checker

Total words: 1738 | 2-word phrases: 449 | 3-word phrases: 485 | 4-word phrases: 504

PAGE INFO

Title	Try to keep the title under 60 characters (40 characters) Instructor - Structured Outputs for LLMs
Description	Try to keep the meta description between 50 - 160 characters (160 characters) Instructor makes it easy to get structured outputs like JSON from LLMs like GPT, Clause, and open-source models including Mixtral, Ollama, and llama-cpp-python.
Keywords	Meta keywords are not recommended anymore (0 characters)
H1	No H1 tag on the page (0 characters)

ONE WORD PHRASES 300 Words

#	Keyword	Frequency	Density
1	github	19	6.33%
2	how	19	6.33%
3	and	19	6.33%
4	documentation	18	6.00%
5	from	14	4.67%
6	are	12	4.00%
7	pydantic	11	3.67%
8	to	10	3.33%
9	instructor	10	3.33%
10	the	10	3.33%

TWO WORD PHRASES 449 Words

#	Keyword	Frequency	Density
1	how are	12	2.67%
2	github documentation	11	2.45%
3	powered by	6	1.34%
4	github main	5	1.11%
5	define your	4	0.89%
6	documentation jxnlco	4	0.89%
7	documentation github	4	0.89%
8	john doe	4	0.89%
9	how to	4	0.89%
10	name str	3	0.67%
11	and smart	3	0.67%
12	smart prompting?	3	0.67%
13	queries segmented	3	0.67%
14	segmented through	3	0.67%
15	function calling	3	0.67%
16	and multitask	3	0.67%
17	are knowledge	3	0.67%
18	knowledge graphs	3	0.67%
19	generated from	3	0.67%
20	userinfobasemodel name	3	0.67%

THREE WORD PHRASES 485 Words

#	Keyword	Frequency	Density
1	github documentation jxnlco	4	0.82%
2	documentation github main	4	0.82%
3	how are exact	3	0.62%
4	how are knowledge	3	0.62%
5	queries segmented through	3	0.62%
6	search queries segmented	3	0.62%
7	are knowledge graphs	3	0.62%
8	and smart prompting?	3	0.62%
9	expressions and smart	3	0.62%
10	github main contributor	3	0.62%
11	str age int	3	0.62%
12	powered by llms	3	0.62%
13	outputs powered by	3	0.62%
14	structured outputs powered	3	0.62%
15	name str age	3	0.62%
16	userinfobasemodel name str	3	0.62%
17	are exact citations	3	0.62%
18	insights from meeting	3	0.62%
19	single and multilabel	3	0.62%
20	how are single	3	0.62%
21	actionable insights from	3	0.62%
22	classifications done using	3	0.62%
23	done using enums?	3	0.62%
24	how is ai	3	0.62%
25	is ai selfassessment	3	0.62%
26	ai selfassessment implemented	3	0.62%
27	how to generate	3	0.62%
28	to generate actionable	3	0.62%
29	generate actionable insights	3	0.62%
30	are single and	3	0.62%

FOUR WORD PHRASES 504 Words

#	Keyword	Frequency	Density
1	expressions and smart prompting?	3	0.60%
2	classifications done using enums?	3	0.60%
3	search queries segmented through	3	0.60%
4	userinfobasemodel name str age	3	0.60%
5	name str age int	3	0.60%
6	outputs powered by llms	3	0.60%
7	structured outputs powered by	3	0.60%
8	how are exact citations	3	0.60%
9	actionable insights from meeting	3	0.60%
10	generate actionable insights from	3	0.60%
11	to generate actionable insights	3	0.60%
12	how to generate actionable	3	0.60%
13	how is ai selfassessment	3	0.60%
14	is ai selfassessment implemented	3	0.60%
15	are single and multilabel	3	0.60%
16	how are single and	3	0.60%
17	how are knowledge graphs	3	0.60%
18	are knowledge graphs generated	2	0.40%
19	import openai define your	2	0.40%
20	openai import openai define	2	0.40%
21	copy openai anthropic litellm	2	0.40%
22	from openai import openai	2	0.40%
23	openai anthropic litellm cohere	2	0.40%
24	anthropic litellm cohere import	2	0.40%
25	basemodel from openai import	2	0.40%
26	litellm cohere import instructor	2	0.40%
27	cohere import instructor from	2	0.40%
28	function calling and multitask	2	0.40%
29	segmented through function calling	2	0.40%
30	queries segmented through function	2	0.40%
31	are search queries segmented	2	0.40%
32	github documentation ddebowczyk github	2	0.40%
33	using regular expressions and	2	0.40%
34	how are search queries	2	0.40%
35	content john doe is	2	0.40%
36	powered by type hints	2	0.40%
37	john doe printuserinfoage 30	2	0.40%
38	printuserinfoname john doe printuserinfoage	2	0.40%
39	old printuserinfoname john doe	2	0.40%
40	doe is 30 years	2	0.40%

EXTERNAL LINKS

#	URL	Whois	Check
1	https://github.com/cognesy/instructor-php	Whois	github.com
2	https://cognesy.github.io/instructor-php/usage/	Whois	github.io
3	https://twitter.com/ddebowczyk	Whois	twitter.com
4	https://github.com/instructor-ai/instructor-rb	Whois	github.com
5	https://twitter.com/sergiobayona	Whois	twitter.com
6	https://github.com/instructor-ai/instructor-js	Whois	github.com
7	https://instructor-ai.github.io/instructor-js/	Whois	github.io
8	https://twitter.com/dimitrikennedy	Whois	twitter.com
9	https://github.com/thmsmlr/instructor_ex	Whois	github.com
10	https://hexdocs.pm/instructor/Instructor.html	Whois	hexdocs.pm
11	https://x.com/thmsmlr	Whois	x.com
12	https://github.com/jxnl/instructor/	Whois	github.com
13	https://x.com/jxnlco	Whois	x.com
14	https://github.com/cognesy/instructor-php	Whois	github.com
15	https://cognesy.github.io/instructor-php/usage/	Whois	github.io
16	https://twitter.com/ddebowczyk	Whois	twitter.com
17	https://github.com/instructor-ai/instructor-rb	Whois	github.com
18	https://twitter.com/sergiobayona	Whois	twitter.com
19	https://github.com/instructor-ai/instructor-js	Whois	github.com
20	https://instructor-ai.github.io/instructor-js/	Whois	github.io
21	https://twitter.com/dimitrikennedy	Whois	twitter.com
22	https://github.com/thmsmlr/instructor_ex	Whois	github.com
23	https://hexdocs.pm/instructor/Instructor.html	Whois	hexdocs.pm
24	https://x.com/thmsmlr	Whois	x.com
25	https://github.com/jxnl/instructor/	Whois	github.com
26	https://x.com/jxnlco	Whois	x.com
27	https://github.com/jxnl/instructor/	Whois	github.com
28	https://github.com/jxnl/instructor/	Whois	github.com
29	https://x.com/jxnlco	Whois	x.com
30	https://github.com/jxnl/instructor/	Whois	github.com
31	https://x.com/jxnlco	Whois	x.com
32	https://discord.com/invite/bD9YE9JArw	Whois	discord.com
33	https://github.com/jxnl/instructor/	Whois	github.com
34	https://github.com/jxnl/instructor/	Whois	github.com
35	https://github.com/jxnl	Whois	github.com
36	https://github.com/instructor-ai/instructor-js	Whois	github.com
37	https://github.com/roodboi	Whois	github.com
38	https://docs.instructorphp.com/introduction	Whois	instructorphp.com
39	https://github.com/cognesy/instructor-php	Whois	github.com
40	https://github.com/ddebowczyk	Whois	github.com
41	https://github.com/instructor-ai/instructor-rb	Whois	github.com
42	https://github.com/sergiobayona	Whois	github.com
43	https://hexdocs.pm/instructor/Instructor.html	Whois	hexdocs.pm
44	https://github.com/thmsmlr/instructor_ex	Whois	github.com
45	https://github.com/thmsmlr	Whois	github.com
46	https://github.com/rgbkrk	Whois	github.com
47	https://github.com/lazyhope	Whois	github.com
48	https://github.com/shanktt	Whois	github.com
49	https://github.com/Cruppelt	Whois	github.com
50	https://github.com/gao-hongnan	Whois	github.com
51	https://github.com/joschkabraun	Whois	github.com
52	https://github.com/jlondonobo	Whois	github.com
53	https://github.com/daaniyaan	Whois	github.com
54	https://github.com/lakshyaag	Whois	github.com
55	https://github.com/savarin	Whois	github.com
56	https://github.com/Anmol6	Whois	github.com
57	https://github.com/MeDott29	Whois	github.com
58	https://github.com/DaveOkpare	Whois	github.com
59	https://github.com/fpingham	Whois	github.com
60	https://github.com/ivanleomk	Whois	github.com
61	https://github.com/jxnl	Whois	github.com