home.mlops.community Open in urlscan Pro
172.66.41.29 Public Scan

Go To Rescan
Add Verdict Report

Submitted URL:
https://news.mlops.community/e/c/eyJlbWFpbF9pZCI6ImRnVEd5UWtEQUliWUE0WFlBd0dVRzlia19Mc3J3NC1jU0FzbEhfdz0iLCJocmVmIjoiaHR0cHM6...
Effective URL:
https://home.mlops.community/public/blogs/can-a-rag-chatbot-really-improve-content?utm_campaign=Year%20in%20Review%20Part%203...
Submission: On January 02 via manual (January 2nd 2025, 1:52:24 am UTC) from BR — Scanned from NL

Summary HTTP 154 Redirects Links 8 Behaviour Indicators

Summary

This website contacted 31 IPs in 4 countries across 24 domains to perform 154 HTTP transactions. The main IP is 172.66.41.29, located in United States and belongs to CLOUDFLARENET, US. The main domain is home.mlops.community.
TLS certificate: Issued by WE1 on November 17th 2024. Valid for: 3 months.

This is the only time home.mlops.community was scanned on urlscan.io!

urlscan.io Verdict: No classification

Domain & IP information

	IP Address	AS Autonomous System
1 1	188.114.97.3 188.114.97.3	13335 (CLOUDFLAR...) (CLOUDFLARENET)
1	18.184.197.212 18.184.197.212	16509 (AMAZON-02) (AMAZON-02)
5	142.250.185.232 142.250.185.232	15169 (GOOGLE) (GOOGLE)
1	216.239.34.36 216.239.34.36	15169 (GOOGLE) (GOOGLE)
3	44.218.48.209 44.218.48.209	14618 (AMAZON-AES) (AMAZON-AES)
1 80	172.66.41.29 172.66.41.29	13335 (CLOUDFLAR...) (CLOUDFLARENET)
14	104.26.13.53 104.26.13.53	13335 (CLOUDFLAR...) (CLOUDFLARENET)
2	108.138.7.34 108.138.7.34	16509 (AMAZON-02) (AMAZON-02)
5	52.92.241.2 52.92.241.2	16509 (AMAZON-02) (AMAZON-02)
1	104.16.79.73 104.16.79.73	13335 (CLOUDFLAR...) (CLOUDFLARENET)
1	34.120.195.249 34.120.195.249	396982 (GOOGLE-CL...) (GOOGLE-CLOUD-PLATFORM)
4	104.26.3.89 104.26.3.89	13335 (CLOUDFLAR...) (CLOUDFLARENET)
2	199.232.188.157 199.232.188.157	54113 (FASTLY) (FASTLY)
1	108.138.7.69 108.138.7.69	16509 (AMAZON-02) (AMAZON-02)
2	104.26.6.57 104.26.6.57	13335 (CLOUDFLAR...) (CLOUDFLARENET)
2	13.32.99.61 13.32.99.61	16509 (AMAZON-02) (AMAZON-02)
2	18.66.102.79 18.66.102.79	16509 (AMAZON-02) (AMAZON-02)
4	18.244.18.84 18.244.18.84	16509 (AMAZON-02) (AMAZON-02)
1	108.138.26.116 108.138.26.116	16509 (AMAZON-02) (AMAZON-02)
1	13.33.158.94 13.33.158.94	16509 (AMAZON-02) (AMAZON-02)
1 2	104.26.10.146 104.26.10.146	13335 (CLOUDFLAR...) (CLOUDFLARENET)
1	35.227.225.220 35.227.225.220	396982 (GOOGLE-CL...) (GOOGLE-CLOUD-PLATFORM)
4	157.240.252.13 157.240.252.13	32934 (FACEBOOK) (FACEBOOK)
2	2.21.20.155 2.21.20.155	20940 (AKAMAI-AS...) (AKAMAI-ASN1 Akamai International B.V.)
2	13.107.246.45 13.107.246.45	8075 (MICROSOFT...) (MICROSOFT-CORP-MSN-AS-BLOCK)
2	18.245.46.19 18.245.46.19	16509 (AMAZON-02) (AMAZON-02)
1	216.58.212.132 216.58.212.132	15169 (GOOGLE) (GOOGLE)
3	13.107.42.14 13.107.42.14	8068 (MICROSOFT...) (MICROSOFT-CORP-MSN-AS-BLOCK)
1	4.227.249.197 4.227.249.197	8075 (MICROSOFT...) (MICROSOFT-CORP-MSN-AS-BLOCK)
1	157.240.251.35 157.240.251.35	() ()
1	157.240.252.35 157.240.252.35	() ()
154	31

1 188.114.97.3 (Amsterdam, Netherlands) 1 redirects

ASN13335 (CLOUDFLARENET, US)

news.mlops.community	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

1 18.184.197.212 (Frankfurt am Main, Germany)

ASN16509 (AMAZON-02, US)
PTR: eu-ip-2.short.io

go.mlops.community	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

5 142.250.185.232 (United States)

ASN15169 (GOOGLE, US)
PTR: fra16s53-in-f8.1e100.net

www.googletagmanager.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

1 216.239.34.36 (United States)

ASN15169 (GOOGLE, US)

region1.google-analytics.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

3 44.218.48.209 (Ashburn, United States)

ASN14618 (AMAZON-AES, US)
PTR: ec2-44-218-48-209.compute-1.amazonaws.com

danbmedefzavzlslreyxjgcjwlf.dataplane.rudderstack.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

80 172.66.41.29 (United States) 1 redirects

ASN13335 (CLOUDFLARENET, US)

home.mlops.community	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

14 104.26.13.53 (None, )

ASN13335 (CLOUDFLARENET, US)

cdn.gradual.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

2 108.138.7.34 (United States)

ASN16509 (AMAZON-02, US)
PTR: server-108-138-7-34.fra56.r.cloudfront.net

cdn.iframe.ly	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

5 52.92.241.2 (Boardman, United States)

ASN16509 (AMAZON-02, US)
PTR: s3-us-west-2-r-w.amazonaws.com

aperturedata-public.s3.us-west-2.amazonaws.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

1 104.16.79.73 (None, )

ASN13335 (CLOUDFLARENET, US)

static.cloudflareinsights.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

1 34.120.195.249 (Kansas City, United States)

ASN396982 (GOOGLE-CLOUD-PLATFORM, US)
PTR: 249.195.120.34.bc.googleusercontent.com

o4505539154673664.ingest.us.sentry.io	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

4 104.26.3.89 (None, )

ASN13335 (CLOUDFLARENET, US)

api.sfelc.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

2 199.232.188.157 (Munich, Germany)

ASN54113 (FASTLY, US)

platform.twitter.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

1 108.138.7.69 (United States)

ASN16509 (AMAZON-02, US)
PTR: server-108-138-7-69.fra56.r.cloudfront.net

cdn.iframe.ly	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

2 104.26.6.57 (None, )

ASN13335 (CLOUDFLARENET, US)

cdp.gradual-api.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

2 13.32.99.61 (United States)

ASN16509 (AMAZON-02, US)
PTR: server-13-32-99-61.fra60.r.cloudfront.net

api.rudderlabs.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

2 18.66.102.79 (United States)

ASN16509 (AMAZON-02, US)
PTR: server-18-66-102-79.fra56.r.cloudfront.net

assets.customer.io	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

4 18.244.18.84 (United States)

ASN16509 (AMAZON-02, US)
PTR: server-18-244-18-84.fra56.r.cloudfront.net

cdn.rudderlabs.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

1 108.138.26.116 (United States)

ASN16509 (AMAZON-02, US)
PTR: server-108-138-26-116.fra56.r.cloudfront.net

widget.intercom.io	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

1 13.33.158.94 (United States)

ASN16509 (AMAZON-02, US)
PTR: server-13-33-158-94.fra60.r.cloudfront.net

d92co48ro6fll.cloudfront.net	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

2 104.26.10.146 (None, ) 1 redirects

ASN13335 (CLOUDFLARENET, US)

code.gist.build	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

1 35.227.225.220 (Kansas City, United States)

ASN396982 (GOOGLE-CLOUD-PLATFORM, US)
PTR: 220.225.227.35.bc.googleusercontent.com

track.customer.io	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

4 157.240.252.13 (Frankfurt am Main, Germany)

ASN32934 (FACEBOOK, US)
PTR: xx-fbcdn-shv-01-fra3.fbcdn.net

connect.facebook.net	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

2 2.21.20.155 (Frankfurt am Main, Germany)

ASN20940 (AKAMAI-ASN1 Akamai International B.V., NL)
PTR: a2-21-20-155.deploy.static.akamaitechnologies.com

snap.licdn.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

2 13.107.246.45 (United States)

ASN8075 (MICROSOFT-CORP-MSN-AS-BLOCK, US)

www.clarity.ms	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

2 18.245.46.19 (United States)

ASN16509 (AMAZON-02, US)
PTR: server-18-245-46-19.fra56.r.cloudfront.net

js.intercomcdn.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

1 216.58.212.132 (United States)

ASN15169 (GOOGLE, US)
PTR: ams15s21-in-f132.1e100.net

www.google.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

3 13.107.42.14 (United States)

ASN8068 (MICROSOFT-CORP-MSN-AS-BLOCK, US)

px.ads.linkedin.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

1 4.227.249.197 (Washington, United States)

ASN8075 (MICROSOFT-CORP-MSN-AS-BLOCK, US)

u.clarity.ms	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

1 157.240.251.35 (None, )

ASN- ()

www.facebook.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

1 157.240.252.35 (None, )

ASN- ()

www.facebook.com	Domain lookup VirusTotal SecurityTrails crt.sh Censys Domaintools

	Apex Domain Subdomains	Transfer
82	mlops.community 2 redirects news.mlops.community go.mlops.community home.mlops.community	4 MB
14	gradual.com cdn.gradual.com	2 MB
6	rudderlabs.com api.rudderlabs.com — Cisco Umbrella Rank: 9311 cdn.rudderlabs.com — Cisco Umbrella Rank: 9872	30 KB
5	amazonaws.com aperturedata-public.s3.us-west-2.amazonaws.com	2 MB
5	googletagmanager.com www.googletagmanager.com — Cisco Umbrella Rank: 39	376 KB
4	facebook.net connect.facebook.net — Cisco Umbrella Rank: 192	129 KB
4	sfelc.com api.sfelc.com — Cisco Umbrella Rank: 926000	1 KB
3	linkedin.com px.ads.linkedin.com — Cisco Umbrella Rank: 333	2 KB
3	clarity.ms www.clarity.ms — Cisco Umbrella Rank: 625 u.clarity.ms — Cisco Umbrella Rank: 7789	29 KB
3	customer.io assets.customer.io — Cisco Umbrella Rank: 18083 track.customer.io — Cisco Umbrella Rank: 12804	5 KB
3	iframe.ly cdn.iframe.ly — Cisco Umbrella Rank: 28942	8 KB
3	rudderstack.com danbmedefzavzlslreyxjgcjwlf.dataplane.rudderstack.com	181 B
2	facebook.com www.facebook.com	16 B
2	intercomcdn.com js.intercomcdn.com — Cisco Umbrella Rank: 2998	288 KB
2	licdn.com snap.licdn.com — Cisco Umbrella Rank: 831	22 KB
2	gist.build 1 redirects code.gist.build — Cisco Umbrella Rank: 15329	16 KB
2	gradual-api.com cdp.gradual-api.com	503 B
2	twitter.com platform.twitter.com — Cisco Umbrella Rank: 1634	27 KB
1	google.com www.google.com — Cisco Umbrella Rank: 3
1	cloudfront.net d92co48ro6fll.cloudfront.net	697 B
1	intercom.io widget.intercom.io — Cisco Umbrella Rank: 2266	3 KB
1	sentry.io o4505539154673664.ingest.us.sentry.io	297 B
1	cloudflareinsights.com static.cloudflareinsights.com — Cisco Umbrella Rank: 617	7 KB
1	google-analytics.com region1.google-analytics.com — Cisco Umbrella Rank: 3353
154	24

	Domain	Requested by
80	home.mlops.community	1 redirects home.mlops.community
14	cdn.gradual.com	home.mlops.community
5	aperturedata-public.s3.us-west-2.amazonaws.com	home.mlops.community
5	www.googletagmanager.com	go.mlops.community cdn.rudderlabs.com www.googletagmanager.com
4	connect.facebook.net	cdn.rudderlabs.com connect.facebook.net
4	cdn.rudderlabs.com	home.mlops.community
4	api.sfelc.com	home.mlops.community
3	px.ads.linkedin.com	home.mlops.community
3	cdn.iframe.ly	home.mlops.community
3	danbmedefzavzlslreyxjgcjwlf.dataplane.rudderstack.com	go.mlops.community home.mlops.community
2	www.facebook.com
2	js.intercomcdn.com	widget.intercom.io
2	www.clarity.ms	cdn.rudderlabs.com www.clarity.ms
2	snap.licdn.com	cdn.rudderlabs.com snap.licdn.com
2	code.gist.build	1 redirects
2	assets.customer.io	go.mlops.community assets.customer.io
2	api.rudderlabs.com	home.mlops.community
2	cdp.gradual-api.com	home.mlops.community
2	platform.twitter.com	home.mlops.community platform.twitter.com
1	u.clarity.ms	home.mlops.community
1	www.google.com	www.googletagmanager.com
1	track.customer.io
1	d92co48ro6fll.cloudfront.net
1	widget.intercom.io	home.mlops.community
1	o4505539154673664.ingest.us.sentry.io	home.mlops.community
1	static.cloudflareinsights.com	home.mlops.community
1	region1.google-analytics.com	www.googletagmanager.com
1	go.mlops.community
1	news.mlops.community	1 redirects
154	29

This site contains links to these domains. Also see Links.

Domain
www.gradual.com
aperturedata.io
cohere.com
forms.gle
gradual.notion.site
mlops.notion.site
mlops.community

Subject Issuer	Validity	Valid
go.mlops.community R10	`2024-12-25` - `2025-03-25`	3 months	crt.sh
*.google-analytics.com WR2	`2024-12-02` - `2025-02-24`	3 months	crt.sh
*.dataplane.rudderstack.com R10	`2024-11-15` - `2025-02-13`	3 months	crt.sh
home.mlops.community WE1	`2024-11-17` - `2025-02-15`	3 months	crt.sh
cdn.gradual.com WE1	`2024-12-25` - `2025-03-25`	3 months	crt.sh
*.iframe.ly Amazon RSA 2048 M03	`2024-09-23` - `2025-10-22`	a year	crt.sh
*.s3-us-west-2.amazonaws.com Amazon RSA 2048 M01	`2024-11-14` - `2025-11-11`	a year	crt.sh
cloudflareinsights.com WE1	`2024-12-30` - `2025-03-30`	3 months	crt.sh
ingest.sentry.io DigiCert Global G2 TLS RSA SHA256 2020 CA1	`2024-10-03` - `2025-07-29`	10 months	crt.sh
sfelc.com WE1	`2024-11-21` - `2025-02-19`	3 months	crt.sh
*.twimg.com DigiCert Global G2 TLS RSA SHA256 2020 CA1	`2024-06-24` - `2025-07-25`	a year	crt.sh
cdp.gradual-api.com WE1	`2024-12-21` - `2025-03-21`	3 months	crt.sh
*.rudderlabs.com Amazon RSA 2048 M03	`2024-05-14` - `2025-06-12`	a year	crt.sh
*.customer.io Amazon RSA 2048 M02	`2024-09-17` - `2025-10-14`	a year	crt.sh
*.intercom.com Amazon RSA 2048 M03	`2024-12-14` - `2026-01-11`	a year	crt.sh
*.cloudfront.net Amazon RSA 2048 M01	`2024-07-30` - `2025-07-03`	a year	crt.sh
api.customer.io WR3	`2024-11-25` - `2025-02-23`	3 months	crt.sh
*.facebook.com DigiCert SHA2 High Assurance Server CA	`2024-10-11` - `2025-01-09`	3 months	crt.sh
snap.licdn.com DigiCert SHA2 Secure Server CA	`2024-12-02` - `2025-12-01`	a year	crt.sh
www.clarity.ms DigiCert TLS RSA SHA256 2020 CA1	`2024-09-04` - `2025-09-04`	a year	crt.sh
*.intercomcdn.com Amazon RSA 2048 M02	`2024-10-31` - `2025-11-28`	a year	crt.sh
*.google.com WR2	`2024-12-02` - `2025-02-24`	3 months	crt.sh
www.linkedin.com DigiCert SHA2 Secure Server CA	`2024-10-14` - `2025-04-14`	6 months	crt.sh
a.clarity.ms Microsoft Azure RSA TLS Issuing CA 08	`2024-06-23` - `2025-06-18`	a year	crt.sh

This page contains 7 frames:

Primary Page: https://home.mlops.community/public/blogs/can-a-rag-chatbot-really-improve-content?utm_campaign=Year%20in%20Review%20Part%203&utm_content=Year%20in%20Review%20draft&utm_medium=LwgJBHpLMFokAiAEIQVKBiII&utm_source=customer.io
Frame ID: E80D513BFA6703FF0C123E4E170612B8
Requests: 141 HTTP requests in this frame

Frame: https://cdn.iframe.ly/api/iframe?url=https%3A%2F%2Fwww.aperturedata.io%2Fblog%2Fdoc-chat-bot%3Ft%3D1725634769896&key=1387230c6e06da6dc787d7da5c230ff3&v=1&app=1
Frame ID: E4C3E57DFB1035B1804F9AA2343869DC
Requests: 1 HTTP requests in this frame

Frame: https://cdn.iframe.ly/api/iframe?url=https%3A%2F%2Fwww.aperturedata.io%2Fblog%2Fdoc-chat-bot%3Ft%3D1725634769896&key=1387230c6e06da6dc787d7da5c230ff3&v=1&app=1
Frame ID: 1240C8E09B80F18C3A41833EF80B4861
Requests: 1 HTTP requests in this frame

Frame: https://platform.twitter.com/widgets/widget_iframe.2f70fb173b9000da126c79afe2098f02.html?origin=https%3A%2F%2Fhome.mlops.community
Frame ID: 8B9B272164179624929767B59742E7DA
Requests: 1 HTTP requests in this frame

Frame: https://js.intercomcdn.com/frame-modern.e04abc33.js
Frame ID: 9A67EB05B42D7D2C3ED7A77DA3D09A16
Requests: 2 HTTP requests in this frame

Frame: https://www.googletagmanager.com/static/service_worker/4cc0/sw_iframe.html?origin=https%3A%2F%2Fhome.mlops.community
Frame ID: EC69BF31361A4DAA8AF8C9BE5A7F8D8E
Requests: 1 HTTP requests in this frame

Frame: https://www.facebook.com/tr/
Frame ID: 2103C72279D6FE66A64A67304EA4162C
Requests: 1 HTTP requests in this frame

Screenshot
Live screenshot

Full Image

Page Title

Can A RAG Chatbot Really Improve Content? - Blog | MLOps Community

Page URL History Show full URLs

https://news.mlops.community/e/c/eyJlbWFpbF9pZCI6ImRnVEd5UWtEQUliWUE0WFlBd0dVRzlia19Mc3J3NC1jU0FzbEhfdz0i... HTTP 302
https://go.mlops.community/it1bsk?utm_campaign=Year+in+Review+Part+3&utm_content=Year+in+Review+draft&u... Page URL
https://home.mlops.community/home/blogs/can-a-rag-chatbot-really-improve-content?utm_campaign=Year+in+Rev... HTTP 307
https://home.mlops.community/public/blogs/can-a-rag-chatbot-really-improve-content?utm_campaign=Year%20in... Page URL

Detected technologies

Cloudflare Browser Insights (Analytics) Expand

Overall confidence: 100%
Detected patterns

static\.cloudflareinsights\.com/beacon(?:\.min)?\.js

Facebook (Widgets) Expand

Overall confidence: 100%
Detected patterns

//connect\.facebook\.([a-z]+)/[^/]*/[a-z]*\.js

Google Analytics (Analytics) Expand

Overall confidence: 100%
Detected patterns

Google Tag Manager (Tag Managers) Expand

Overall confidence: 100%
Detected patterns

googletagmanager\.com/gtm\.js
googletagmanager\.com/gtag/js

Linkedin Insight Tag (Analytics) Expand

Overall confidence: 100%
Detected patterns

snap\.licdn\.com/li\.lms-analytics/insight\.min\.js

Twitter (Widgets) Expand

Overall confidence: 100%
Detected patterns

//platform\.twitter\.com/widgets\.js

Page Statistics

154
Requests

97 %
HTTPS

0 %
IPv6

24
Domains

29
Subdomains

31
IPs

4
Countries

9200 kB
Transfer

19021 kB
Size

18
Cookies

8 Outgoing links

These are links going to different origins than the main page.

URL: https://www.gradual.com/?utm_source=mlops&utm_campaign=poweredByLink&utm_medium=gradual

Search URL Search Domain Scan URL

URL: http://aperturedata.io/blog/multimodal-data-intro-part1
Title: methods

Search URL Search Domain Scan URL

URL: http://aperturedata.io/demo-request
Title: example demo on our website

Search URL Search Domain Scan URL

URL: https://cohere.com/blog/embedding-archives-wikipedia
Title: an embeddings dataset provided by Cohere

Search URL Search Domain Scan URL

URL: https://forms.gle/BdxgdUndw5FcsBQP6
Title: here

Search URL Search Domain Scan URL

URL: https://gradual.notion.site/Privacy-Policy-ccec78687fb44226974049ec5ed39683
Title: Learn more.

Search URL Search Domain Scan URL

URL: https://mlops.notion.site/MLOps-Community-Rules-0c69be943d0f4efa9e7863414fefc250
Title: Code of Conduct

Search URL Search Domain Scan URL

URL: https://mlops.community/privacy-policy
Title: Privacy Policy

Search URL Search Domain Scan URL

Page URL History

This captures the URL locations of the websites, including HTTP redirects and client-side redirects via JavaScript or Meta fields.

https://news.mlops.community/e/c/eyJlbWFpbF9pZCI6ImRnVEd5UWtEQUliWUE0WFlBd0dVRzlia19Mc3J3NC1jU0FzbEhfdz0iLCJocmVmIjoiaHR0cHM6Ly9nby5tbG9wcy5jb21tdW5pdHkvaXQxYnNrP3V0bV9jYW1wYWlnbj1ZZWFyK2luK1JldmlldytQYXJ0KzNcdTAwMjZ1dG1fY29udGVudD1ZZWFyK2luK1JldmlldytkcmFmdFx1MDAyNnV0bV9tZWRpdW09THdnSkJIcExNRm9rQWlBRUlRVktCaUlJXHUwMDI2dXRtX3NvdXJjZT1jdXN0b21lci5pbyIsImludGVybmFsIjoiYzZjOTA5MDJhNTAzODZkODAzIiwibGlua19pZCI6NjgyN30/1c2528789d9851bb26695d3019f8ebe14a62722928f962aae5cebbac8953a101 HTTP 302
https://go.mlops.community/it1bsk?utm_campaign=Year+in+Review+Part+3&utm_content=Year+in+Review+draft&utm_medium=LwgJBHpLMFokAiAEIQVKBiII&utm_source=customer.io Page URL
https://home.mlops.community/home/blogs/can-a-rag-chatbot-really-improve-content?utm_campaign=Year+in+Review+Part+3&utm_content=Year+in+Review+draft&utm_medium=LwgJBHpLMFokAiAEIQVKBiII&utm_source=customer.io HTTP 307
https://home.mlops.community/public/blogs/can-a-rag-chatbot-really-improve-content?utm_campaign=Year%20in%20Review%20Part%203&utm_content=Year%20in%20Review%20draft&utm_medium=LwgJBHpLMFokAiAEIQVKBiII&utm_source=customer.io Page URL

Redirected requests

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Request Chain 0

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Request Chain 129

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154 HTTP transactions
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Method
Protocol Status Resource
Path Size
x-fer Time
Latency Type
MIME-Type IP
Location

GET
H2

200

it1bsk Show response
go.mlops.community/
Redirect Chain

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1 KB
2 KB

223ms
141ms

Document
text/html

18.184.197.212
AMAZON-02

General

Check archive.org

Show headers Download Go to

Full URL

https://go.mlops.community/it1bsk?utm_campaign=Year+in+Review+Part+3&utm_content=Year+in+Review+draft&utm_medium=LwgJBHpLMFokAiAEIQVKBiII&utm_source=customer.io

Protocol

Security

TLS 1.3, , AES_128_GCM

Server

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Reverse DNS

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Software

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Response headers

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GET
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103 KB 120ms
42ms Script
application/javascript 142.250.185.232
GOOGLE

General

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Full URL

https://www.googletagmanager.com/gtag/js?id=G-SD01JDS6BS

Requested by

Host: go.mlops.community
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Protocol

Security

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Server

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Software

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server: Google Tag Manager

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32ms Fetch
text/plain 216.239.34.36
GOOGLE

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Full URL: https://region1.google-analytics.com/g/collect?v=2&tid=G-SD01JDS6BS&gtm=45je4cc1v871147948za200&_p=1735782739164&gcd=13l3l3l2l1l1&npa=1&dma_cps=syphamo&dma=1&tag_exp=101925629~102067555~102067808~102081485~102198178&cid=379999635.1735782739&ul=nl-nl&sr=1600x1200&uaa=&uab=&uafvl=&uamb=0&uam=&uap=&uapv=&uaw=0&are=1&frm=0&pscdl=noapi&_s=1&sid=1735782739&sct=1&seg=0&dl=https%3A%2F%2Fgo.mlops.community%2Fit1bsk%3Futm_campaign%3DYear%2Bin%2BReview%2BPart%2B3%26utm_content%3DYear%2Bin%2BReview%2Bdraft%26utm_medium%3DLwgJBHpLMFokAiAEIQVKBiII%26utm_source%3Dcustomer.io&dt=&en=page_view&_fv=1&_nsi=1&_ss=1&_ee=1&tfd=665
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Reverse DNS
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Resource Hash

Request headers

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140ms Ping
text/plain 44.218.48.209
AMAZON-AES

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Full URL: https://danbmedefzavzlslreyxjgcjwlf.dataplane.rudderstack.com/v1/webhook?writeKey=2BFNzQMhvZmpzVyJfefsP4hhv9v
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Request headers

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Response headers

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GET
H2

200

Primary Request can-a-rag-chatbot-really-improve-content Show response
home.mlops.community/public/blogs/
Redirect Chain

https://home.mlops.community/home/blogs/can-a-rag-chatbot-really-improve-content?utm_campaign=Year+in+Review+Part+3&utm_content=Year+in+Review+draft&utm_medium=LwgJBHpLMFokAiAEIQVKBiII&utm_source=c...
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255 KB
43 KB

733ms
732ms

Document
text/html

172.66.41.29
CLOUDFLARENET

General

Check archive.org

Show headers Download Go to

Full URL

https://home.mlops.community/public/blogs/can-a-rag-chatbot-really-improve-content?utm_campaign=Year%20in%20Review%20Part%203&utm_content=Year%20in%20Review%20draft&utm_medium=LwgJBHpLMFokAiAEIQVKBiII&utm_source=customer.io

Protocol

Security

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Server

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Software

cloudflare /

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Security Headers

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Request headers

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Upgrade-Insecure-Requests: 1
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Response headers

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POST collect
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font/woff2 172.66.41.29
CLOUDFLARENET

General

Check archive.org

Show headers Download Go to

Full URL

https://home.mlops.community/_next/static/media/a34f9d1faa5f3315.p.woff2

Requested by

Host: home.mlops.community
URL: https://home.mlops.community/public/blogs/can-a-rag-chatbot-really-improve-content?utm_campaign=Year%20in%20Review%20Part%203&utm_content=Year%20in%20Review%20draft&utm_medium=LwgJBHpLMFokAiAEIQVKBiII&utm_source=customer.io

Protocol

Security

QUIC, , AES_128_GCM

Server

172.66.41.29 , United States, ASN13335 (CLOUDFLARENET, US),

Reverse DNS

Software

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Security Headers

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Request headers

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GET
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home.mlops.community/_next/static/css/ 244 KB
43 KB 84ms
84ms Stylesheet
text/css 172.66.41.29
CLOUDFLARENET

General

Check archive.org

Show headers Download Go to

Full URL

https://home.mlops.community/_next/static/css/2b7d0549c983be60.css

Requested by

Protocol

Security

QUIC, , AES_128_GCM

Server

172.66.41.29 , United States, ASN13335 (CLOUDFLARENET, US),

Reverse DNS

Software

cloudflare /

Resource Hash

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Security Headers

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Request headers

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GET
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home.mlops.community/_next/static/css/ 7 KB
3 KB 85ms
84ms Stylesheet
text/css 172.66.41.29
CLOUDFLARENET

General

Check archive.org

Show headers Download Go to

Full URL

https://home.mlops.community/_next/static/css/f868dd8d5717073d.css

Requested by

Protocol

Security

QUIC, , AES_128_GCM

Server

172.66.41.29 , United States, ASN13335 (CLOUDFLARENET, US),

Reverse DNS

Software

cloudflare /

Resource Hash

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Security Headers

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Request headers

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server: cloudflare

GET
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home.mlops.community/_next/static/chunks/ 7 KB
4 KB 78ms
78ms Script
application/javascript 172.66.41.29
CLOUDFLARENET

General

Check archive.org

Show headers Download Go to

Full URL

https://home.mlops.community/_next/static/chunks/webpack-833c9065183ef27d.js

Requested by

Protocol

Security

QUIC, , AES_128_GCM

Server

172.66.41.29 , United States, ASN13335 (CLOUDFLARENET, US),

Reverse DNS

Software

cloudflare /

Resource Hash

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Security Headers

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Request headers

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Response headers

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cf-ray: 8fb71befee26dbe0-FRA
server: cloudflare

GET
H3 200 framework-419eb13d06dbdbf3.js Show response
home.mlops.community/_next/static/chunks/ 137 KB
45 KB 78ms
77ms Script
application/javascript 172.66.41.29
CLOUDFLARENET

General

Check archive.org

Show headers Download Go to

Full URL

https://home.mlops.community/_next/static/chunks/framework-419eb13d06dbdbf3.js

Requested by

Protocol

Security

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home.mlops.community/_next/static/chunks/ 126 KB
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x-amz-id-2: 580IihR0IaJU04FGnR+J3JCj//J9buhGq2Cc3Zby0SixEeWHWpsbcnX1kwQv+L4xGSLxSYrl+mg=
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x-amz-request-id: SXZ58A9242T8WT95
Accept-Ranges: bytes
Content-Length: 1069168
Date: Thu, 02 Jan 2025 01:52:21 GMT
Last-Modified: Thu, 08 Aug 2024 15:46:36 GMT
Content-Type: image/png
Server: AmazonS3
x-amz-server-side-encryption: AES256

GET
H/1.1 200
OK semsearch_trial.png
aperturedata-public.s3.us-west-2.amazonaws.com/website_images/doc_chat_blog/ 366 KB
367 KB 618ms
239ms Image
image/png 52.92.241.2
AMAZON-02

General

Check archive.org

Show headers Download Go to Show image

Full URL: https://aperturedata-public.s3.us-west-2.amazonaws.com/website_images/doc_chat_blog/semsearch_trial.png
Requested by: Host: home.mlops.community
URL: https://home.mlops.community/public/blogs/can-a-rag-chatbot-really-improve-content?utm_campaign=Year%20in%20Review%20Part%203&utm_content=Year%20in%20Review%20draft&utm_medium=LwgJBHpLMFokAiAEIQVKBiII&utm_source=customer.io
Protocol: HTTP/1.1
Security: TLS 1.3, , AES_128_GCM
Server: 52.92.241.2 Boardman, United States, ASN16509 (AMAZON-02, US),
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Software: AmazonS3 /
Resource Hash: d063b8add021ebb04d9b1263dadbcf8e58f2abd98d73d62eb8a628a1c280afe6

Request headers

User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36
Referer: https://home.mlops.community/

Response headers

x-amz-id-2: 93y4BGp/3AIAk7e1U5fq13pK0mo/tAbHLSsQ7TMcyovVOcH4ujAZ/tQgabrvxNpJ0bd9LfeqejI=
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x-amz-request-id: SXZDSWHTKT1F9BJC
Accept-Ranges: bytes
Content-Length: 374918
Date: Thu, 02 Jan 2025 01:52:21 GMT
Last-Modified: Mon, 02 Sep 2024 22:20:07 GMT
Content-Type: image/png
Server: AmazonS3
x-amz-server-side-encryption: AES256

GET
H/1.1 200
OK website_rag_code_snapshot.png
aperturedata-public.s3.us-west-2.amazonaws.com/website_images/doc_chat_blog/ 288 KB
289 KB 633ms
251ms Image
image/png 52.92.241.2
AMAZON-02

General

Check archive.org

Show headers Download Go to Show image

Full URL: https://aperturedata-public.s3.us-west-2.amazonaws.com/website_images/doc_chat_blog/website_rag_code_snapshot.png
Requested by: Host: home.mlops.community
URL: https://home.mlops.community/public/blogs/can-a-rag-chatbot-really-improve-content?utm_campaign=Year%20in%20Review%20Part%203&utm_content=Year%20in%20Review%20draft&utm_medium=LwgJBHpLMFokAiAEIQVKBiII&utm_source=customer.io
Protocol: HTTP/1.1
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Server: 52.92.241.2 Boardman, United States, ASN16509 (AMAZON-02, US),
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Software: AmazonS3 /
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Request headers

User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36
Referer: https://home.mlops.community/

Response headers

x-amz-id-2: XNP+7NLjcygy6F1Kd6OiBfpvG+j02tSj6aNnch+NfiS+wvvd6E71wGgJd1Vy8rFKuDru7NKXit0=
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x-amz-request-id: SXZ21GAZCESR5W5A
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Date: Thu, 02 Jan 2025 01:52:21 GMT
Last-Modified: Mon, 02 Sep 2024 22:08:02 GMT
Content-Type: image/png
Server: AmazonS3
x-amz-server-side-encryption: AES256

GET
H/1.1 200
OK docs_chat.png
aperturedata-public.s3.us-west-2.amazonaws.com/website_images/doc_chat_blog/ 220 KB
220 KB 626ms
240ms Image
image/png 52.92.241.2
AMAZON-02

General

Check archive.org

Show headers Download Go to Show image

Full URL: https://aperturedata-public.s3.us-west-2.amazonaws.com/website_images/doc_chat_blog/docs_chat.png
Requested by: Host: home.mlops.community
URL: https://home.mlops.community/public/blogs/can-a-rag-chatbot-really-improve-content?utm_campaign=Year%20in%20Review%20Part%203&utm_content=Year%20in%20Review%20draft&utm_medium=LwgJBHpLMFokAiAEIQVKBiII&utm_source=customer.io
Protocol: HTTP/1.1
Security: TLS 1.3, , CHACHA20_POLY1305
Server: 52.92.241.2 Boardman, United States, ASN16509 (AMAZON-02, US),
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Software: AmazonS3 /
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Request headers

User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36
Referer: https://home.mlops.community/

Response headers

x-amz-id-2: gcV8IZss8z4EHW54AxtjX+RFyTnuseu8RzK+xnsR/7bwF+gf644/klQZ/IWuLDnDMhIpDU8VcGg=
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x-amz-request-id: SXZ82GSSFRR7FJ6E
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Date: Thu, 02 Jan 2025 01:52:21 GMT
Last-Modified: Thu, 08 Aug 2024 15:46:37 GMT
Content-Type: image/png
Server: AmazonS3
x-amz-server-side-encryption: AES256

GET
H2 200 vcd15cbe7772f49c399c6a5babf22c1241717689176015 Show response
static.cloudflareinsights.com/beacon.min.js/ 19 KB
7 KB 117ms
41ms Script
text/javascript 104.16.79.73
CLOUDFLARENET

General

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Show headers Download Go to

Full URL: https://static.cloudflareinsights.com/beacon.min.js/vcd15cbe7772f49c399c6a5babf22c1241717689176015
Requested by: Host: home.mlops.community
URL: https://home.mlops.community/public/blogs/can-a-rag-chatbot-really-improve-content?utm_campaign=Year%20in%20Review%20Part%203&utm_content=Year%20in%20Review%20draft&utm_medium=LwgJBHpLMFokAiAEIQVKBiII&utm_source=customer.io
Protocol: H2
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Reverse DNS
Software: cloudflare /
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Request headers

User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36
Origin: https://home.mlops.community
Referer: https://home.mlops.community/

Response headers

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content-encoding: gzip
etag: W/"2024.6.1"
cross-origin-resource-policy: cross-origin
cf-ray: 8fb71bf068833615-FRA
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date: Thu, 02 Jan 2025 01:52:20 GMT
content-type: text/javascript;charset=UTF-8
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vary: Accept-Encoding
server: cloudflare

GET
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cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/ 389 KB
390 KB 85ms
84ms Image
image/png 104.26.13.53
CLOUDFLARENET

General

Check archive.org

Show headers Download Go to Show image

Full URL

https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/Abigail-Haddad-Horizontal-1--6c7125ae-16b7-402d-ba84-5bfedfda99dd-1710166665568.png?fit=scale-down&width=900

Requested by

Protocol

Security

QUIC, , AES_128_GCM

Server

104.26.13.53 -, , ASN13335 (CLOUDFLARENET, US),

Reverse DNS

Software

cloudflare /

Resource Hash

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Security Headers

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Request headers

User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36
Referer: https://home.mlops.community/

Response headers

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date: Thu, 02 Jan 2025 01:52:20 GMT
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cf-ray: 8fb71bf1084c6adc-FRA
accept-ranges: bytes
access-control-allow-origin: *
content-length: 398583
server: cloudflare

GET
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cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/ 136 KB
137 KB 51ms
51ms Image
image/png 104.26.13.53
CLOUDFLARENET

General

Check archive.org

Show headers Download Go to Show image

Full URL

https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/Raahul-Dutta-1--d0b98cbb-9912-4487-96ff-eaa84bcc842c-1687957626944.png?fit=scale-down&width=900

Requested by

Protocol

Security

QUIC, , AES_128_GCM

Server

104.26.13.53 -, , ASN13335 (CLOUDFLARENET, US),

Reverse DNS

Software

cloudflare /

Resource Hash

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Security Headers

Name	Value
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X-Content-Type-Options	nosniff

Request headers

User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36
Referer: https://home.mlops.community/

Response headers

cf-cache-status: HIT
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date: Thu, 02 Jan 2025 01:52:20 GMT
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cf-ray: 8fb71bf1084d6adc-FRA
accept-ranges: bytes
access-control-allow-origin: *
content-length: 139532
server: cloudflare

GET
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cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/ 136 KB
137 KB 85ms
85ms Image
image/png 104.26.13.53
CLOUDFLARENET

General

Check archive.org

Show headers Download Go to Show image

Full URL

https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/Jerry-Liu-Horizontal-ec7d659c-6e22-4013-b558-7a6bc45c3041-1709113634241.png?fit=scale-down&width=900

Requested by

Protocol

Security

QUIC, , AES_128_GCM

Server

104.26.13.53 -, , ASN13335 (CLOUDFLARENET, US),

Reverse DNS

Software

cloudflare /

Resource Hash

c5f005c6cd5706bedb0dcece4804a06c1876bfe70d900e3d323d36e609a85de9

Security Headers

Name	Value
Content-Security-Policy	default-src 'none'; navigate-to 'none'; form-action 'none'
X-Content-Type-Options	nosniff

Request headers

User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36
Referer: https://home.mlops.community/

Response headers

cf-cache-status: HIT
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date: Thu, 02 Jan 2025 01:52:20 GMT
content-type: image/png
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via: 1.1 85ca8c4198fb707d10ecc2a784a315be.cloudfront.net (CloudFront)
cf-ray: 8fb71bf1084e6adc-FRA
accept-ranges: bytes
access-control-allow-origin: *
content-length: 139114
server: cloudflare

GET
H3 200 database-inputs-outputs-1--f84cd8a6-7229-4b73-86a5-bdc29ecb126c-1717761133697.jpeg
cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/ 50 KB
51 KB 254ms
254ms Image
image/jpeg 104.26.13.53
CLOUDFLARENET

General

Check archive.org

Show headers Download Go to Show image

Full URL

https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/database-inputs-outputs-1--f84cd8a6-7229-4b73-86a5-bdc29ecb126c-1717761133697.jpeg?fit=scale-down&width=900

Requested by

Protocol

Security

QUIC, , AES_128_GCM

Server

104.26.13.53 -, , ASN13335 (CLOUDFLARENET, US),

Reverse DNS

Software

cloudflare /

Resource Hash

c56af13fb137baf1743358622956d623d04cbf7bb3f361b84f11ffb515123b2a

Security Headers

Name	Value
Content-Security-Policy	default-src 'none'; navigate-to 'none'; form-action 'none'
X-Content-Type-Options	nosniff

Request headers

User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36
Referer: https://home.mlops.community/

Response headers

cf-cache-status: HIT
etag: "cftVjFutpDHK04uD4PHsTEGX-uqlcD4UwXBY-rbgrWDQ:1db3cb58470a0a4040618c7189ba146f"
cf-bgj: imgq:0,h2pri
cf-resized: internal=ok/m q=0 n=40+1 c=1+0 v=2024.12.5 l=50948 f=false
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date: Thu, 02 Jan 2025 01:52:20 GMT
content-type: image/jpeg
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priority: u=5,i
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cache-control: public, max-age=2590442, s-maxage=31536000
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cf-ray: 8fb71bf1084f6adc-FRA
accept-ranges: bytes
access-control-allow-origin: *
content-length: 50948
server: cloudflare

GET
H3 200 -206-2--9d364ad0-f1c8-45ee-a573-91e5d50d64fa-1706002349940.png
cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/ 89 KB
90 KB 119ms
118ms Image
image/png 104.26.13.53
CLOUDFLARENET

General

Check archive.org

Show headers Download Go to Show image

Full URL

https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/-206-2--9d364ad0-f1c8-45ee-a573-91e5d50d64fa-1706002349940.png?fit=scale-down&width=900

Requested by

Protocol

Security

QUIC, , AES_128_GCM

Server

104.26.13.53 -, , ASN13335 (CLOUDFLARENET, US),

Reverse DNS

Software

cloudflare /

Resource Hash

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Security Headers

Name	Value
Content-Security-Policy	default-src 'none'; navigate-to 'none'; form-action 'none'
X-Content-Type-Options	nosniff

Request headers

User-Agent: Mozilla/5.0 (X11; Linux x86_64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/131.0.0.0 Safari/537.36
Referer: https://home.mlops.community/

Response headers

cf-cache-status: HIT
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GET
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cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/ 34 KB
35 KB 85ms
85ms Image
image/jpeg 104.26.13.53
CLOUDFLARENET

General

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Show headers Download Go to Show image

Full URL

https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/pexels-tommyclopez-765139-e58eaef1-564f-49ad-98bc-866a05c6997b-1720608097719.jpeg?fit=scale-down&width=900

Requested by

Protocol

Security

QUIC, , AES_128_GCM

Server

104.26.13.53 -, , ASN13335 (CLOUDFLARENET, US),

Reverse DNS

Software

cloudflare /

Resource Hash

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Security Headers

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Request headers

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GET
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499 KB 119ms
119ms Image
image/png 104.26.13.53
CLOUDFLARENET

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Show headers Download Go to Show image

Full URL

https://cdn.gradual.com/images/https://d2xo500swnpgl1.cloudfront.net/uploads/mlops/LLama-fa19c567-b1c9-4074-9723-52204f9ff2fb-1716476775902.png?fit=scale-down&width=900

Requested by

Protocol

Security

QUIC, , AES_128_GCM

Server

104.26.13.53 -, , ASN13335 (CLOUDFLARENET, US),

Reverse DNS

Software

cloudflare /

Resource Hash

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Security Headers

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Request headers

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Referer: https://home.mlops.community/

Response headers

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GET a795e7f9-14f8-4853-bfdb-c2f8d4147461
https://home.mlops.community/ Frame 0
0

POST
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297 B 106ms
32ms Fetch
application/json 34.120.195.249
GOOGLE-CLOUD-PLAT...

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Full URL

https://o4505539154673664.ingest.us.sentry.io/api/4507424714260480/envelope/?sentry_key=2ae3c981e0f505ca6438c34de5de0254&sentry_version=7&sentry_client=sentry.javascript.nextjs%2F8.33.1

Requested by

Host: home.mlops.community
URL: https://home.mlops.community/_next/static/chunks/pages/_app-12bda7003eefb7b0.js

Protocol

Security

TLS 1.3, , AES_128_GCM

Server

34.120.195.249 Kansas City, United States, ASN396982 (GOOGLE-CLOUD-PLATFORM, US),

Reverse DNS

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Software

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Resource Hash

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Request headers

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Content-Type: text/plain;charset=UTF-8
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Response headers

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date: Thu, 02 Jan 2025 01:52:20 GMT
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server: nginx

GET
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home.mlops.community/_next/static/chunks/ 2 KB
1 KB 46ms
45ms Script
application/javascript 172.66.41.29
CLOUDFLARENET

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Full URL

https://home.mlops.community/_next/static/chunks/5827.2c13c3058383f2ab.js

Requested by

Host: home.mlops.community
URL: https://home.mlops.community/_next/static/chunks/webpack-833c9065183ef27d.js

Protocol

Security

QUIC, , AES_128_GCM

Server

172.66.41.29 , United States, ASN13335 (CLOUDFLARENET, US),

Reverse DNS

Software

cloudflare /

Resource Hash

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Security Headers

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Request headers

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Response headers

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cf-ray: 8fb71bf5cedbdbe0-FRA
server: cloudflare

GET
H2 200 iframe
cdn.iframe.ly/api/ Frame 1240 0
0 0ms
0ms Document
text/html 108.138.7.34
AMAZON-02

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Full URL: https://cdn.iframe.ly/api/iframe?url=https%3A%2F%2Fwww.aperturedata.io%2Fblog%2Fdoc-chat-bot%3Ft%3D1725634769896&key=1387230c6e06da6dc787d7da5c230ff3&v=1&app=1
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Security: TLS 1.3, , AES_128_GCM
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Software: nginx / iframe.ly
Resource Hash

Request headers

Referer: https://home.mlops.community/
Upgrade-Insecure-Requests: 1
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Response headers

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OPTIONS
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api.sfelc.com/ Frame 0
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408ms Preflight 104.26.3.89
CLOUDFLARENET

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Full URL

https://api.sfelc.com/graphql

Protocol

Security

TLS 1.3, , AES_128_GCM

Server

104.26.3.89 -, , ASN13335 (CLOUDFLARENET, US),

Reverse DNS

Software

cloudflare /

Resource Hash

Security Headers

Name	Value
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X-Content-Type-Options	nosniff
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GET
H2 200 widgets.js Show response
platform.twitter.com/ 91 KB
27 KB 136ms
39ms Script
application/javascript 199.232.188.157
FASTLY

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Full URL: https://platform.twitter.com/widgets.js
Requested by: Host: home.mlops.community
URL: https://home.mlops.community/_next/static/chunks/pages/public/blogs/%5BblogSlug%5D-389e0a23820f5611.js
Protocol: H2
Security: TLS 1.3, , AES_128_GCM
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Request headers

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Response headers

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GET
H2 200 embed.js Show response
cdn.iframe.ly/ 24 KB
8 KB 105ms
37ms Script
application/javascript 108.138.7.69
AMAZON-02

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Full URL: https://cdn.iframe.ly/embed.js
Requested by: Host: home.mlops.community
URL: https://home.mlops.community/_next/static/chunks/pages/public/blogs/%5BblogSlug%5D-389e0a23820f5611.js
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Request headers

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Referer: https://home.mlops.community/

Response headers

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server: nginx
x-amz-cf-pop: FRA56-P6
vary: Accept-Encoding

POST
H2 200 graphql Show response
api.sfelc.com/ 557 B
873 B 239ms
237ms Fetch
application/json 104.26.3.89
CLOUDFLARENET

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Full URL

https://api.sfelc.com/graphql

Requested by

Host: home.mlops.community
URL: https://home.mlops.community/_next/static/chunks/pages/_app-12bda7003eefb7b0.js

Protocol

Security

TLS 1.3, , AES_128_GCM

Server

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Reverse DNS

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Resource Hash

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server: cloudflare

OPTIONS
H2 204 graphql
api.sfelc.com/ Frame 0
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435ms Preflight 104.26.3.89
CLOUDFLARENET

General

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Show headers Download Go to

Full URL

https://api.sfelc.com/graphql

Protocol

Security

TLS 1.3, , AES_128_GCM

Server

104.26.3.89 -, , ASN13335 (CLOUDFLARENET, US),

Reverse DNS

Software

cloudflare /

Resource Hash

Security Headers

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CLOUDFLARENET

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https://api.sfelc.com/graphql

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https://home.mlops.community/_next/static/chunks/61e81965-7abd355badb3cb47.js

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GET
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250 KB 56ms
55ms Other
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https://home.mlops.community/_next/static/chunks/pages/index-c2a296180f2f0bd4.js

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Host: home.mlops.community
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GET
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home.mlops.community/_next/static/chunks/ 0
9 KB 46ms
45ms Other
application/javascript 172.66.41.29
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https://home.mlops.community/_next/static/chunks/1519-bde34159288232b8.js

Requested by

Host: home.mlops.community
URL: https://home.mlops.community/_next/static/chunks/main-d46db3f9696cbef3.js

Protocol

Security

QUIC, , AES_128_GCM

Server

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GET
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9 KB 44ms
43ms Other
application/javascript 172.66.41.29
CLOUDFLARENET

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https://home.mlops.community/_next/static/chunks/pages/public/events-0f4cedc92ed8d603.js

Requested by

Host: home.mlops.community
URL: https://home.mlops.community/_next/static/chunks/main-d46db3f9696cbef3.js

Protocol

Security

QUIC, , AES_128_GCM

Server

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Request headers

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GET
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home.mlops.community/_next/static/chunks/ 0
7 KB 45ms
44ms Other
application/javascript 172.66.41.29
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https://home.mlops.community/_next/static/chunks/3055-c4b6a8591261c2f5.js

Requested by

Host: home.mlops.community
URL: https://home.mlops.community/_next/static/chunks/main-d46db3f9696cbef3.js

Protocol

Security

QUIC, , AES_128_GCM

Server

172.66.41.29 , United States, ASN13335 (CLOUDFLARENET, US),

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Software

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GET
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home.mlops.community/_next/static/chunks/pages/public/ 0
8 KB 50ms
49ms Other
application/javascript 172.66.41.29
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https://home.mlops.community/_next/static/chunks/pages/public/content-9dbe713f72d6bc2c.js

Requested by

Host: home.mlops.community
URL: https://home.mlops.community/_next/static/chunks/main-d46db3f9696cbef3.js

Protocol

Security

QUIC, , AES_128_GCM

Server

172.66.41.29 , United States, ASN13335 (CLOUDFLARENET, US),

Reverse DNS

Software

cloudflare /

Resource Hash

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Request headers

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server: cloudflare

GET
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home.mlops.community/_next/static/chunks/ 0
8 KB 44ms
42ms Other
application/javascript 172.66.41.29
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Requested by

Host: home.mlops.community
URL: https://home.mlops.community/_next/static/chunks/main-d46db3f9696cbef3.js

Protocol

Security

QUIC, , AES_128_GCM

Server

172.66.41.29 , United States, ASN13335 (CLOUDFLARENET, US),

Reverse DNS

Software

cloudflare /

Resource Hash

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server-timing: cfCacheStatus;desc="HIT", cfExtPri
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content-type: application/javascript; charset=UTF-8
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cache-control: public, max-age=31536000, immutable
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cf-ray: 8fb71bf6a869dbe0-FRA
server: cloudflare

GET
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home.mlops.community/_next/static/chunks/ 0
22 KB 52ms
51ms Other
application/javascript 172.66.41.29
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home.mlops.community/_next/static/chunks/ 0
15 KB 49ms
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application/javascript 172.66.41.29
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home.mlops.community/_next/static/chunks/ 0
9 KB 54ms
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home.mlops.community/_next/static/chunks/ 0
22 KB 50ms
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GET
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home.mlops.community/_next/static/chunks/ 0
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AMAZON-AES

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AMAZON-02

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Full URL: https://cdn.rudderlabs.com/v1.1/js-integrations/FacebookPixel.min.js
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AMAZON-02

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AMAZON-02

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Full URL: https://cdn.rudderlabs.com/v1.1/js-integrations/GoogleAds.min.js
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AMAZON-02

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Full URL: https://cdn.rudderlabs.com/v1.1/js-integrations/MicrosoftClarity.min.js
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Full URL

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Full URL

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GET
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34ms Script
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AMAZON-02

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Full URL: https://assets.customer.io/assets/in-app.js
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POST
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CLOUDFLARENET

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Full URL

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Requested by

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GET
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AMAZON-02

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AMAZON-02

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GET
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General

Check archive.org

Show headers Download Go to

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POST
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General

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Show headers Download Go to

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General

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Show headers Download Go to

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GET
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General

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Show headers Download Go to Show image

Full URL

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Protocol

Security

QUIC, , AES_128_GCM

Server

157.240.251.35 -, , ASN (),

Reverse DNS

Software

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Security Headers

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Request headers

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Response headers

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POST
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General

Check archive.org

Show headers Download Go to

Full URL

https://www.facebook.com/tr/

Protocol

Security

QUIC, , AES_128_GCM

Server

157.240.252.35 -, , ASN (),

Reverse DNS

Software

proxygen-bolt /

Resource Hash

Security Headers

Name	Value
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Request headers

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Response headers

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Failed requests

These URLs were requested, but there was no response received. You will also see them in the list above.

Domain: region1.google-analytics.com
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Domain: home.mlops.community
URL: blob:https://home.mlops.community/a795e7f9-14f8-4853-bfdb-c2f8d4147461

Domain: www.facebook.com
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Domain: www.facebook.com
URL: https://www.facebook.com/privacy_sandbox/pixel/register/trigger/?id=1492490337964069&ev=Microdata&dl=https%3A%2F%2Fhome.mlops.community%2Fpublic%2Fblogs%2Fcan-a-rag-chatbot-really-improve-content%3Futm_campaign%3DYear%2520in%2520Review%2520Part%25203%26utm_content%3DYear%2520in%2520Review%2520draft%26utm_medium%3DLwgJBHpLMFokAiAEIQVKBiII%26utm_source%3Dcustomer.io&rl=https%3A%2F%2Fgo.mlops.community%2F&if=false&ts=1735782743811&cd[DataLayer]=%5B%5D&cd[Meta]=%7B%22title%22%3A%22Can%20A%20RAG%20Chatbot%20Really%20Improve%20Content%3F%20-%20Blog%20%7C%20MLOps%20Community%22%2C%22meta%3Adescription%22%3A%22The%20ability%20to%20semantically%20search%20for%20a%20concept%2C%20summarize%20a%20response%2C%20and%20point%20to%20relevant%20links%20is%20exactly%20why%20large%20language%20model%20(LLM)%20and%20retrieval%20augmented%20generation%20(RAG)%20%20methods%20have%20become%20so%20popular.%20Our%20LangChain-based%20implementation%20uses%20ApertureDB%20under%20the%20covers%20as%20the%20vector%20store%2Fretriever%20for%20high-performance%20look-up%20of%20documents%20that%20are%20semantically%20similar%20to%20the%20user%E2%80%99s%20query.%20Now%20we%20can%20look%20at%20the%20questions%20that%20resulted%20in%20insufficient%20or%20incorrect%20responses%20and%20int%22%7D&cd[OpenGraph]=%7B%22og%3Asite_name%22%3A%22MLOps%20Community%22%2C%22og%3Aimage%22%3A%22https%3A%2F%2Fd2xo500swnpgl1.cloudfront.net%2Fuploads%2Fmlops%2Fpexels-tima-miroshnichenko-6550462-e58f3be9-2519-4acf-9c47-31f549e3cf70-1725635389232.jpeg%22%2C%22og%3Aimage%3Aalt%22%3A%22Can%20A%20RAG%20Chatbot%20Really%20Improve%20Content%3F%20-%20Blog%20%7C%20MLOps%20Community%22%2C%22og%3Atitle%22%3A%22Can%20A%20RAG%20Chatbot%20Really%20Improve%20Content%3F%20-%20Blog%20%7C%20MLOps%20Community%22%2C%22og%3Adescription%22%3A%22The%20ability%20to%20semantically%20search%20for%20a%20concept%2C%20summarize%20a%20response%2C%20and%20point%20to%20relevant%20links%20is%20exactly%20why%20large%20language%20model%20(LLM)%20and%20retrieval%20augmented%20generation%20(RAG)%20%20methods%20have%20become%20so%20popular.%20Our%20LangChain-based%20implementation%20uses%20ApertureDB%20under%20the%20covers%20as%20the%20vector%20store%2Fretriever%20for%20high-performance%20look-up%20of%20documents%20that%20are%20semantically%20similar%20to%20the%20user%E2%80%99s%20query.%20Now%20we%20can%20look%20at%20the%20questions%20that%20resulted%20in%20insufficient%20or%20incorrect%20responses%20and%20int%22%7D&cd[Schema.org]=%5B%5D&sw=1600&sh=1200&ud[external_id]=b4e603118f765018941434857504868e2e77f9666d3394a1ed9fb505c0fd2172&v=2.9.179&r=stable&ec=1&o=12318&fbp=fb.1.1735782743808.485930319383555399&ler=other&cdl=API_unavailable&it=1735782742487&coo=false&es=automatic&tm=3&rqm=FGET

Verdicts & Comments Add Verdict or Comment

58 JavaScript Global Variables

These are the non-standard "global" variables defined on the window object. These can be helpful in identifying possible client-side frameworks and code.

18 Cookies

Cookies are little pieces of information stored in the browser of a user. Whenever a user visits the site again, he will also send his cookie values, thus allowing the website to re-identify him even if he changed locations. This is how permanent logins work.

Domain/Path	Expires	Name / Value
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.mlops.community/	1970-01-21 11:45:42	Name: _ga_SD01JDS6BS Value: GS1.1.1735782739.1.0.1735782740.0.0.0
home.mlops.community/	1970-01-21 02:19:47	Name: referUrlOnFirstVisit Value: https://home.mlops.community/public/blogs/can-a-rag-chatbot-really-improve-content?utm_campaign=Year%2520in%2520Review%2520Part%25203&utm_content=Year%2520in%2520Review%2520draft&utm_medium=LwgJBHpLMFokAiAEIQVKBiII&utm_source=customer.io
.mlops.community/	1970-01-21 10:55:18	Name: rl_user_id Value: RudderEncrypt%3AU2FsdGVkX1%2BsgpAlYWEr0BhRPy8b%2F6ZRfTxoKe%2F29Gc%3D
.mlops.community/	1970-01-21 10:55:18	Name: rl_trait Value: RudderEncrypt%3AU2FsdGVkX1%2B8hhE4m2J5zkJ7UqhPeBpoDqoF%2F1nULhI%3D
.mlops.community/	1970-01-21 10:55:18	Name: rl_group_id Value: RudderEncrypt%3AU2FsdGVkX19gQoUyWSjha8clg68UA36AZTyyWTGiOL8%3D
.mlops.community/	1970-01-21 10:55:18	Name: rl_group_trait Value: RudderEncrypt%3AU2FsdGVkX1%2FFGXPQP4X4mGU8fAaPsRPotPHXxeHu8fI%3D
.mlops.community/	1970-01-21 10:55:18	Name: rl_anonymous_id Value: RudderEncrypt%3AU2FsdGVkX189mjunXWXPwlOf%2Byw%2Bzo7rUfPlJWohsg%2BcZWRSUeVJs9%2FDJ9%2Fy%2Fi%2FP9ezn%2BamqLR%2Fo3fySQDludQ%3D%3D
.mlops.community/	1970-01-21 10:55:18	Name: rl_page_init_referrer Value: RudderEncrypt%3AU2FsdGVkX1%2BiQ8aYq%2FEKMRL1EELFSTCKG6NnQrYFeNCWogNvte1u4cPEsRescpEy
.mlops.community/	1970-01-21 10:55:18	Name: rl_page_init_referring_domain Value: RudderEncrypt%3AU2FsdGVkX19RtF%2B%2BMcOGmA1qvWvz%2ByBQ2rLARrzj%2FpyxOcFj0k7l20kBaonxfn%2BB
.mlops.community/	1970-01-21 10:55:18	Name: rl_session Value: RudderEncrypt%3AU2FsdGVkX1%2FOLLHkLv%2FyfFtMOCafvf365XDCLtdB6DVWTfNguj%2FEIJkkVc5B%2FYwM44vMDjFQ59vvJpuUNIPXDYHHb9jApi3xLZNb6sKb1vJIvZNHarBc4S%2F2dIwwRBuKhy9V4o294PPpKOJb7umoqQ%3D%3D
.mlops.community/	1970-01-21 10:55:18	Name: _cioanonid Value: 2a4eb673-5c5d-cc44-e4e8-7ea076f9b662
.mlops.community/	1970-01-21 04:19:18	Name: _gcl_au Value: 1.1.1523442339.1735782742
.mlops.community/	1970-01-21 10:55:18	Name: _clck Value: 45vhed%7C2%7Cfs8%7C1%7C1828
.linkedin.com/	1970-01-21 10:55:18	Name: bcookie Value: "v=2&ff1add6a-9f76-472b-8304-202c99b3aa7c"
.linkedin.com/	1970-01-21 06:28:54	Name: li_gc Value: MTswOzE3MzU3ODI3NDI7MjswMjEilXUYs/NRjke0YrZ3Kem9hxSLbZ/kauQ0Ls54XO4Idg==
.linkedin.com/	1970-01-21 02:11:09	Name: lidc Value: "b=TGST00:s=T:r=T:a=T:p=T:g=3559:u=1:x=1:i=1735782742:t=1735869142:v=2:sig=AQHFnUuRuIX6cUtgw5vI2IfbgA1yM_fz"
.mlops.community/	1970-01-21 02:11:09	Name: _clsk Value: uuhn64%7C1735782743401%7C1%7C1%7Cu.clarity.ms%2Fcollect

Security Headers

This page lists any security headers set by the main page. If you want to understand what these mean and how to use them, head on over to this page

Header	Value
X-Content-Type-Options	nosniff

Indicators

This is a term in the security industry to describe indicators such as IPs, Domains, Hashes, etc. This does not imply that any of these indicate malicious activity.

aperturedata-public.s3.us-west-2.amazonaws.com
api.rudderlabs.com
api.sfelc.com
assets.customer.io
cdn.gradual.com
cdn.iframe.ly
cdn.rudderlabs.com
cdp.gradual-api.com
code.gist.build
connect.facebook.net
d92co48ro6fll.cloudfront.net
danbmedefzavzlslreyxjgcjwlf.dataplane.rudderstack.com
go.mlops.community
home.mlops.community
js.intercomcdn.com
news.mlops.community
o4505539154673664.ingest.us.sentry.io
platform.twitter.com
px.ads.linkedin.com
region1.google-analytics.com
snap.licdn.com
static.cloudflareinsights.com
track.customer.io
u.clarity.ms
widget.intercom.io
www.clarity.ms
www.facebook.com
www.google.com
www.googletagmanager.com
home.mlops.community
region1.google-analytics.com
www.facebook.com
104.16.79.73
104.26.10.146
104.26.13.53
104.26.3.89
104.26.6.57
108.138.26.116
108.138.7.34
108.138.7.69
13.107.246.45
13.107.42.14
13.32.99.61
13.33.158.94
142.250.185.232
157.240.251.35
157.240.252.13
157.240.252.35
172.66.41.29
18.184.197.212
18.244.18.84
18.245.46.19
18.66.102.79
188.114.97.3
199.232.188.157
2.21.20.155
216.239.34.36
216.58.212.132
34.120.195.249
35.227.225.220
4.227.249.197
44.218.48.209
52.92.241.2
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home.mlops.community Open in urlscan Pro 172.66.41.29 Public Scan

Summary

urlscan.io Verdict: No classification

Domain & IP information

Screenshot Live screenshot Full Image

Page Title

Page URL History Show full URLs

Detected technologies

Page Statistics

154 Requests

97 %HTTPS

0 %IPv6

24 Domains

29 Subdomains

31 IPs

4 Countries

9200 kBTransfer

19021 kBSize

18 Cookies

8 Outgoing links

Page URL History

Redirected requests

154 HTTP transactions Everything HTML Script AJAX CSS Image Expand all 0 data transactions

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home.mlops.community Open in urlscan Pro
172.66.41.29 Public Scan

Screenshot
Live screenshot

Full Image

154
Requests

97 %
HTTPS

0 %
IPv6

24
Domains

29
Subdomains

31
IPs

4
Countries

9200 kB
Transfer

19021 kB
Size

18
Cookies

154 HTTP transactions
0 data transactions