DeepSeek 如何與外部資料整合
DeepSeek 如何與外部資料整合，在台灣場景下，企業與政府單位需要跨源洞察。DeepSeek 透過穩定連結 data.gov.tw、政務開放資料平台等本地資料源的 API，支援 REST/JSON/CSV，實現自動化清洗、欄位對齊與元資料標準化。結合即時資料流與嚴格的資料治理，能快速建構跨部門情境洞察，提升決策速度與風險控管。此外，台灣法規與資安標準可在 DeepSeek 治理框架中對映，確保合規與長期可持續運用。
DeepSeek 如何與外部資料整合，在台灣場景下，企業與政府單位需要跨源洞察。DeepSeek 透過穩定連結 data.gov.tw、政務開放資料平台等本地資料源的 API，支援 REST/JSON/CSV，實現自動化清洗、欄位對齊與元資料標準化。結合即時資料流與嚴格的資料治理，能快速建構跨部門情境洞察，提升決策速度與風險控管。此外，台灣法規與資安標準可在 DeepSeek 治理框架中對映，確保合規與長期可持續運用。
DeepSeek 如何與外部資料整合
DeepSeek 如何與外部資料整合，在台灣場景下，企業與政府單位需要跨源洞察。DeepSeek 透過穩定連結 data.gov.tw、政務開放資料平台等本地資料源的 API，支援 REST/JSON/CSV，實現自動化清洗、欄位對齊與元資料標準化。結合即時資料流與嚴格的資料治理，能快速建構跨部門情境洞察，提升決策速度與風險控管。此外，台灣法規與資安標準可在 DeepSeek 治理框架中對映，確保合規與長期可持續運用。
www.isuperman.tw
November 12, 2025 at 2:17 PM
DeepSeek 如何與外部資料整合
DeepSeek 如何與外部資料整合，在台灣場景下，企業與政府單位需要跨源洞察。DeepSeek 透過穩定連結 data.gov.tw、政務開放資料平台等本地資料源的 API，支援 REST/JSON/CSV，實現自動化清洗、欄位對齊與元資料標準化。結合即時資料流與嚴格的資料治理，能快速建構跨部門情境洞察，提升決策速度與風險控管。此外，台灣法規與資安標準可在 DeepSeek 治理框架中對映，確保合規與長期可持續運用。
DeepSeek 如何與外部資料整合，在台灣場景下，企業與政府單位需要跨源洞察。DeepSeek 透過穩定連結 data.gov.tw、政務開放資料平台等本地資料源的 API，支援 REST/JSON/CSV，實現自動化清洗、欄位對齊與元資料標準化。結合即時資料流與嚴格的資料治理，能快速建構跨部門情境洞察，提升決策速度與風險控管。此外，台灣法規與資安標準可在 DeepSeek 治理框架中對映，確保合規與長期可持續運用。
One more risk of people using robots to generate code- soon instead of using libraries for common tasks everyone will just generate boilerplate code. Oh look, another CSV parser.
November 12, 2025 at 2:14 PM
One more risk of people using robots to generate code- soon instead of using libraries for common tasks everyone will just generate boilerplate code. Oh look, another CSV parser.
Lekker ongedwongen een partijtje voetballen in Zwolle? Kom bij de All/Old Stars van CSV'28!
www.csv28.nl/1/729/all-ol...
#voetbal #zwolle
www.csv28.nl/1/729/all-ol...
#voetbal #zwolle
All/Old Stars bij CSV ‘28
Op zoek naar de beste sportieve invulling van je week? Ben je een voetballer en wil je gewoon weer eens lekker tegen een bal aantrappen en in beweging blijven? Dat kan bij CSV’28.
Elke donderdagav
www.csv28.nl
November 12, 2025 at 1:54 PM
Lekker ongedwongen een partijtje voetballen in Zwolle? Kom bij de All/Old Stars van CSV'28!
www.csv28.nl/1/729/all-ol...
#voetbal #zwolle
www.csv28.nl/1/729/all-ol...
#voetbal #zwolle
CSV or JSON? Which side are you on? Watch the latest PoshBytes Versus and find out how PowerShell handles types, nesting, and readability in this serialization showdown.
Watch now: youtube.com/shorts/J3-0M...
#PowerShell #Automation #Scripting #DevOps
Watch now: youtube.com/shorts/J3-0M...
#PowerShell #Automation #Scripting #DevOps
PoshBytes: Json Vs Csv
YouTube video by Matthew Dowst DevOps
youtube.com
November 12, 2025 at 1:12 PM
CSV or JSON? Which side are you on? Watch the latest PoshBytes Versus and find out how PowerShell handles types, nesting, and readability in this serialization showdown.
Watch now: youtube.com/shorts/J3-0M...
#PowerShell #Automation #Scripting #DevOps
Watch now: youtube.com/shorts/J3-0M...
#PowerShell #Automation #Scripting #DevOps
https://www.mass.gov/doc/2017-pre-filed-testimony-lahey-healthpdf/download and 11 others were updated on November 11, 2025.
See all updates: https://github.com/JonGerhardson/massgovupdates/blob/main/daily_updates/2025-11-11.csv #mapoli
See all updates: https://github.com/JonGerhardson/massgovupdates/blob/main/daily_updates/2025-11-11.csv #mapoli
November 12, 2025 at 12:52 PM
https://www.mass.gov/doc/2017-pre-filed-testimony-lahey-healthpdf/download and 11 others were updated on November 11, 2025.
See all updates: https://github.com/JonGerhardson/massgovupdates/blob/main/daily_updates/2025-11-11.csv #mapoli
See all updates: https://github.com/JonGerhardson/massgovupdates/blob/main/daily_updates/2025-11-11.csv #mapoli
In the graph above I've also added another smoothed GISTEMP series from KNMI's Climate Explorer (igiss_al_gl_a_4yrlo.nc). Fortunately that looks a lot better, though I still can't exactly replicate it myself when starting with the raw data (csv from NASA's website).
November 12, 2025 at 12:48 PM
In the graph above I've also added another smoothed GISTEMP series from KNMI's Climate Explorer (igiss_al_gl_a_4yrlo.nc). Fortunately that looks a lot better, though I still can't exactly replicate it myself when starting with the raw data (csv from NASA's website).
Lulu is so bad at UI - sellers can’t see how many copies each product has sold (have to download CSV & work it out), sales data is delayed (by maybe an hour or two?), there’s no dashboard overview, no graphs, etc etc
November 12, 2025 at 10:52 AM
Lulu is so bad at UI - sellers can’t see how many copies each product has sold (have to download CSV & work it out), sales data is delayed (by maybe an hour or two?), there’s no dashboard overview, no graphs, etc etc
Du müsstest als Lehrkraft entweder die Passwörter Deiner Schüler kennen und die csv dementsprechend ausfüllen, oder jeder Schüler müsste sich die Passwortkarte selbst erstellen. Aber wenn sie das können, dann brauchen sie den Login-Helfer wahrscheinlich nicht.
November 12, 2025 at 10:26 AM
Du müsstest als Lehrkraft entweder die Passwörter Deiner Schüler kennen und die csv dementsprechend ausfüllen, oder jeder Schüler müsste sich die Passwortkarte selbst erstellen. Aber wenn sie das können, dann brauchen sie den Login-Helfer wahrscheinlich nicht.
RE: https://hachyderm.io/@thisismissem/115534983117929778
One thing I'm currently a little stuck on is how to provide a backwards compatible export of data from a FIRES dataset. This would be a inherently lossy process since no domain denylist csv formats support retractions, and because FIRES […]
One thing I'm currently a little stuck on is how to provide a backwards compatible export of data from a FIRES dataset. This would be a inherently lossy process since no domain denylist csv formats support retractions, and because FIRES […]
November 12, 2025 at 10:00 AM
RE: https://hachyderm.io/@thisismissem/115534983117929778
One thing I'm currently a little stuck on is how to provide a backwards compatible export of data from a FIRES dataset. This would be a inherently lossy process since no domain denylist csv formats support retractions, and because FIRES […]
One thing I'm currently a little stuck on is how to provide a backwards compatible export of data from a FIRES dataset. This would be a inherently lossy process since no domain denylist csv formats support retractions, and because FIRES […]
Hallo, ich habe deinen Passwortmanager gerade ausprobiert und finde ihn super 💫 ! Wenn ich meine Zweitklässler anlege, müssen sie allerdings zuerst ihr Passwort ändern. Kennst du einen Trick? Oder ändere ich die Passwörter individuell und speichere die Übersicht dann als csv?
November 12, 2025 at 9:24 AM
Hallo, ich habe deinen Passwortmanager gerade ausprobiert und finde ihn super 💫 ! Wenn ich meine Zweitklässler anlege, müssen sie allerdings zuerst ihr Passwort ändern. Kennst du einen Trick? Oder ändere ich die Passwörter individuell und speichere die Übersicht dann als csv?
You can now share your thoughts on vulnerability CVE-2025-12732 in Vulnerability-Lookup:
https://vulnerability.circl.lu/vuln/CVE-2025-12732
smackcoders - WP Import – Ultimate CSV XML Importer for WordPress
#vulnerabilitylookup #vulnerability #cybersecurity #bot
https://vulnerability.circl.lu/vuln/CVE-2025-12732
smackcoders - WP Import – Ultimate CSV XML Importer for WordPress
#vulnerabilitylookup #vulnerability #cybersecurity #bot
cvelistv5 - CVE-2025-12732
Vulnerability-Lookup - Fast vulnerability lookup correlation from different sources.
vulnerability.circl.lu
November 12, 2025 at 9:22 AM
You can now share your thoughts on vulnerability CVE-2025-12732 in Vulnerability-Lookup:
https://vulnerability.circl.lu/vuln/CVE-2025-12732
smackcoders - WP Import – Ultimate CSV XML Importer for WordPress
#vulnerabilitylookup #vulnerability #cybersecurity #bot
https://vulnerability.circl.lu/vuln/CVE-2025-12732
smackcoders - WP Import – Ultimate CSV XML Importer for WordPress
#vulnerabilitylookup #vulnerability #cybersecurity #bot
It read the data out in to an unformatted list, just fine, but then offered it as a csv, at which poitn it turned into a 16 year old moron excuse-machine.
there then followed about another 4-5 failed attempts for it to output the data in to a file
there then followed about another 4-5 failed attempts for it to output the data in to a file
November 12, 2025 at 9:06 AM
It read the data out in to an unformatted list, just fine, but then offered it as a csv, at which poitn it turned into a 16 year old moron excuse-machine.
there then followed about another 4-5 failed attempts for it to output the data in to a file
there then followed about another 4-5 failed attempts for it to output the data in to a file
Automate user onboarding like a pro
→ Write a PowerShell script that: creates users, assigns groups, sets passwords
→ Add automatic email notifications
→ Log every action to a CSV
This is the kind of thing managers notice. You’re not just repeating steps you’re building trust in your reliability.
→ Write a PowerShell script that: creates users, assigns groups, sets passwords
→ Add automatic email notifications
→ Log every action to a CSV
This is the kind of thing managers notice. You’re not just repeating steps you’re building trust in your reliability.
November 12, 2025 at 9:01 AM
Automate user onboarding like a pro
→ Write a PowerShell script that: creates users, assigns groups, sets passwords
→ Add automatic email notifications
→ Log every action to a CSV
This is the kind of thing managers notice. You’re not just repeating steps you’re building trust in your reliability.
→ Write a PowerShell script that: creates users, assigns groups, sets passwords
→ Add automatic email notifications
→ Log every action to a CSV
This is the kind of thing managers notice. You’re not just repeating steps you’re building trust in your reliability.
Microsoft Office ❌ Terminal ✅
🧮 xleak — A TUI Excel spreadsheets viewer.
💯 Supports search, formula display, lazy loading, clipboard & exporting to CSV/JSON.
🦀 Written in Rust & built with @ratatui.rs
⭐ GitHub: github.com/bgreenwell/x...
#rustlang #ratatui #tui #excel #spreadsheet #cli
🧮 xleak — A TUI Excel spreadsheets viewer.
💯 Supports search, formula display, lazy loading, clipboard & exporting to CSV/JSON.
🦀 Written in Rust & built with @ratatui.rs
⭐ GitHub: github.com/bgreenwell/x...
#rustlang #ratatui #tui #excel #spreadsheet #cli
November 12, 2025 at 7:39 AM
Microsoft Office ❌ Terminal ✅
🧮 xleak — A TUI Excel spreadsheets viewer.
💯 Supports search, formula display, lazy loading, clipboard & exporting to CSV/JSON.
🦀 Written in Rust & built with @ratatui.rs
⭐ GitHub: github.com/bgreenwell/x...
#rustlang #ratatui #tui #excel #spreadsheet #cli
🧮 xleak — A TUI Excel spreadsheets viewer.
💯 Supports search, formula display, lazy loading, clipboard & exporting to CSV/JSON.
🦀 Written in Rust & built with @ratatui.rs
⭐ GitHub: github.com/bgreenwell/x...
#rustlang #ratatui #tui #excel #spreadsheet #cli
Okay, FIRES reference server 0.5 is now out, this will probably be the last release before 1.0.0
This release contains the ability to import changes into a dataset from a mastodon, fediblockhole or domain-only CSV file, helping people migrate to using FIRES for datasets.
If you've historical […]
This release contains the ability to import changes into a dataset from a mastodon, fediblockhole or domain-only CSV file, helping people migrate to using FIRES for datasets.
If you've historical […]
Original post on hachyderm.io
hachyderm.io
November 12, 2025 at 5:06 AM
Okay, FIRES reference server 0.5 is now out, this will probably be the last release before 1.0.0
This release contains the ability to import changes into a dataset from a mastodon, fediblockhole or domain-only CSV file, helping people migrate to using FIRES for datasets.
If you've historical […]
This release contains the ability to import changes into a dataset from a mastodon, fediblockhole or domain-only CSV file, helping people migrate to using FIRES for datasets.
If you've historical […]
I have discovered I do not like writing programs in scheme, I have been working on my project for class for 11 hours straight, more than half of which was spent trying to understand how to read a csv file into a list by column. The bright side is it’s almost done, all but the file read bit works.
November 12, 2025 at 4:01 AM
I have discovered I do not like writing programs in scheme, I have been working on my project for class for 11 hours straight, more than half of which was spent trying to understand how to read a csv file into a list by column. The bright side is it’s almost done, all but the file read bit works.
🫡 That was fun! Lmk next time you have a hundred csv files and an interesting question.
November 12, 2025 at 3:56 AM
🫡 That was fun! Lmk next time you have a hundred csv files and an interesting question.
The biggest two changes are:
- Support for datasets: https://github.com/fedimod/fires/pull/167
- Support for importing data: https://github.com/fedimod/fires/pull/202
Both of these should enable people to start using FIRES more-or-less immediately, moving from the existing CSV files.
- Support for datasets: https://github.com/fedimod/fires/pull/167
- Support for importing data: https://github.com/fedimod/fires/pull/202
Both of these should enable people to start using FIRES more-or-less immediately, moving from the existing CSV files.
Feat: Datasets with changes & snapshots by ThisIsMissEm · Pull Request #167 · fedimod/fires
This marks the first time FIRES has been "fully functional" in that you can now create Datasets, store changes in them, and retrieve those changes via a JSON-LD API which is self-discover...
github.com
November 12, 2025 at 2:53 AM
The biggest two changes are:
- Support for datasets: https://github.com/fedimod/fires/pull/167
- Support for importing data: https://github.com/fedimod/fires/pull/202
Both of these should enable people to start using FIRES more-or-less immediately, moving from the existing CSV files.
- Support for datasets: https://github.com/fedimod/fires/pull/167
- Support for importing data: https://github.com/fedimod/fires/pull/202
Both of these should enable people to start using FIRES more-or-less immediately, moving from the existing CSV files.
I work in tech, and this is so real and so exhausting. Nobody can just solve a problem. Even junior developers doing mundane tasks are "pioneering new paradigm shifts in CSV file parsing", like ok, you learned Awk, congrats
/2 Being a Techbro (a term that is not actually gendered; some women are techbros) seems to require mistaking very old things as brand new and taking credit for discovering them. I guess they do the best they can within their limits.
November 12, 2025 at 1:47 AM
I work in tech, and this is so real and so exhausting. Nobody can just solve a problem. Even junior developers doing mundane tasks are "pioneering new paradigm shifts in CSV file parsing", like ok, you learned Awk, congrats
💥 Want to join a company on the rise? We're talking about VC-backed startups with massive potential. Explore roles with equity benefits and high growth. 📈 Download our CSV list of funded companies, partners, and amounts now! https://www.rfr.bz/bc50237 #FOMO #VCJobs
www.rfr.bz
November 12, 2025 at 1:32 AM
💥 Want to join a company on the rise? We're talking about VC-backed startups with massive potential. Explore roles with equity benefits and high growth. 📈 Download our CSV list of funded companies, partners, and amounts now! https://www.rfr.bz/bc50237 #FOMO #VCJobs
🚀 Don’t just work for a salary—work for equity! Join a VC-backed startup with serious growth potential. Download our CSV list of companies with funding amounts & partners now! 📊 https://www.rfr.bz/bd032e7 #EquityJobs #StartupCareers
www.rfr.bz
November 12, 2025 at 1:32 AM
🚀 Don’t just work for a salary—work for equity! Join a VC-backed startup with serious growth potential. Download our CSV list of companies with funding amounts & partners now! 📊 https://www.rfr.bz/bd032e7 #EquityJobs #StartupCareers
FINE. I'll make my OWN CSV. With blackjack. And hookers. OH FFS THE GOD DAMNED # firefox screenshot included the fucking floating modal over the div with the boxes FUCK FUCK FUCK ROUND TWO # ACA # ObamaCare # Healthcare
Interest | Match | Feed
Interest | Match | Feed
Origin
tenforward.social
November 12, 2025 at 1:14 AM
FINE. I'll make my OWN CSV. With blackjack. And hookers.
OH FFS THE GOD DAMNED #firefox screenshot included the fucking floating modal over the div with the boxes FUCK FUCK FUCK
ROUND TWO
#aca #obamacare #healthcare
OH FFS THE GOD DAMNED #firefox screenshot included the fucking floating modal over the div with the boxes FUCK FUCK FUCK
ROUND TWO
#aca #obamacare #healthcare
November 12, 2025 at 1:11 AM
FINE. I'll make my OWN CSV. With blackjack. And hookers.
OH FFS THE GOD DAMNED #firefox screenshot included the fucking floating modal over the div with the boxes FUCK FUCK FUCK
ROUND TWO
#aca #obamacare #healthcare
OH FFS THE GOD DAMNED #firefox screenshot included the fucking floating modal over the div with the boxes FUCK FUCK FUCK
ROUND TWO
#aca #obamacare #healthcare
CVE-2025-64406: Apache OpenOffice: Possible memory corruption during CSV import
oss-sec: CVE-2025-64406: Apache OpenOffice: Possible memory corruption during CSV import
Posted by Arrigo Marchiori on Nov 11 Severity: important
Affected versions:
- Apache OpenOffice through 4.1.15
Description:
An out-of-bounds Write vulnerability in Apache OpenOffice could allow an attacker to craft a document that would crash
the program, or otherwise corrupt other memory areas.
This issue affects Apache OpenOffice: through 4.1.15.
Users are recommended to upgrade to version 4.1.16, which fixes the issue.
Credit:
Damjan Jovanovic for discovering, reporting...
seclists.org
November 12, 2025 at 12:32 AM
CVE-2025-64406: Apache OpenOffice: Possible memory corruption during CSV import