Friday, June 30, 2023

Dictionary APIs

 Lexicala API

By K Dictionaries, the developer of many mostly bilingual dictionaries, including the well-known Password series of "bilingualized monolingual" learners' dictionaries. The API contains many monolingual and bilingual dictionaries in 50+ languages.

URL
https://api.lexicala.com/
API format
REST + JSON.
Usable free account
Yes.
Publicly available documentation
Yes.
Entry format
JSON.
 

Oxford Dictionaries API

By Oxford University Press. The API contains several monoligual English dictionaries (intended for for native speakers of English) and bilingual dictionaries in 30+ languages paired with English.

URL
https://developer.oxforddictionaries.com/
API format
REST + JSON.
Usable free account
Yes.
Publicly available documentation
Yes.
Entry format
JSON.

Oxford Learner's Dictionaries API

Yet another API by Oxford University Press. This one is for their monolingual English dictionaries for learners.

URL
https://languages.oup.com/oxford-learners-dictionaries-api/
API format
REST + JSON or XML.
Usable free account
Yes.
Publicly available documentation
Yes.
Entry format
XML or HTML.

Macmillan Dictionary API

By Macmillan, the publisher of a monolingual English dictionary for learners. The API gives access to this dictionary.

URL
https://www.macmillandictionary.com/tools/aboutapi.html
API format
Unclear, probably REST.
Usable free account
Yes.
Publicly available documentation
No, you need to sign up first.
Entry format
No information available, you need to sign up to find out.

Cambridge Dictionaries API

By Cambridge University Press. The API gives access to their monolingual English dictionaries for learners.

URL
https://dictionary-api.cambridge.org/
API format
REST + JSON.
Usable free account
No. Trial account for 30 days.
Publicly available documentation
Yes.
Entry format
XML or HTML.

PONS Dictionary API

An API for bilingual dictionaries in 13 languages with German, from the German dictionary publisher PONS.

URL
https://de.pons.com/p/online-woerterbuch/fuer-entwickler/api
API format
REST + JSON.
Usable free account
Yes.
Publicly available documentation
Yes.
Entry format
JSON.

Merriam-Webster Dictionary API

An API for a few monolingual English, an bilingual with English, dictionaries by the US dictionary publisher Merriam-Webster.

URL
https://dictionaryapi.com/
API format
REST + JSON.
Usable free account
Yes.
Publicly available documentation
Yes.
Entry format
JSON peppered with some home-baked inline makup.
 

Collins API

Collins is the publisher of the legendary Collins COBUILD monolingual dictionary for learners of English. This API provides access to that dictionary, and to a handful of their other bilingual dictionaries with English.

URL
https://www.collinslanguage.com/collins-api/
API format
Unclear, probably REST.
Usable free account
Yes.
Publicly available documentation
No, you need to sign up first.
Entry format
No information available, you need to sign up to find out.
 

ABBYY Lingvo dictionaries API

An API for 15 bilingual dictionaries (with Russian) from the Russian dictionary publisher ABBYY.

URL
https://developers.lingvolive.com/
API format
REST + JSON.
Usable free account
Yes.
Publicly available documentation
Yes.
Entry format
JSON (highly complex, with lots of inline markup).


Wednesday, June 28, 2023

Medical Translation Ressources

 Medical Databases:

PubMed: The National Center for Biotechnology Information (NCBI) manages the widely known PubMed database. It gives users access to a wide library of biomedical information, including papers from major medical journals. PubMed largely covers life sciences and biomedical research, including clinical medicine, pharmacology, genetics, and other topics. The database contains peer-reviewed articles, review papers, case studies, and abstracts, making it an indispensable resource for medical translators looking for current and reliable material.

MEDLINE: MEDLINE is a component of the PubMed database and is largely regarded as the most authoritative bibliographic source for biomedical publications. It includes a wide range of medical topics, such as clinical medicine, nursing, dentistry, public health, and others. MEDLINE contains articles from thousands of renowned journals around the world, chosen based on stringent quality and relevance criteria. MEDLINE provides useful resources for medical translators to acquire authoritative material due to its vast coverage and indexing of biomedical literature.

Embase: Embase is a biomedical and pharmacological database that indexes articles from a variety of periodicals in medicine, pharmacology, drug research, and allied topics. It comprises peer-reviewed articles, conference proceedings, and other relevant sources from over 90 countries. Embase has a large library of biomedical literature, making it a valuable resource for medical translators looking for in-depth and specialized knowledge.

Cochrane Library: The Cochrane Library is a well-known source of evidence-based medicine and systematic reviews. It consists of a collection of high-quality, peer-reviewed publications and systematic reviews that assess the efficacy of various medical interventions and therapies. Cochrane reviews adhere to a strict process and are regarded as trustworthy sources of evidence-based suggestions and recommendations. The Cochrane Library provides medical translators with access to well-curated and thoroughly appraised information that helps assure accuracy and adherence to evidence-based practices.

These databases offer powerful search functionalities and advanced filters to help users navigate and find relevant information efficiently. They are frequently updated with new research articles, ensuring that medical translators have access to the latest knowledge in the field.

Peer-Reviewed Journals

New England Journal of Medicine (NEJM): The New England Journal of Medicine is widely regarded as one of the most renowned and influential medical journals in the world. It publishes original research papers, clinical studies, review pieces, and editorials in a variety of medical disciplines. The New England Journal of Medicine is well-known for its rigorous peer-review process and high-quality material, making it a reliable source for cutting-edge medical research and breakthroughs.

The Lancet: The Lancet is a prestigious worldwide medical publication that covers a wide range of medical fields. It publishes original research papers, clinical trials, systematic reviews, and commentary on a wide range of health-related topics. The Lancet is known for its global perspective and commitment to publishing significant research that addresses crucial healthcare issues around the world.

Journal of the American Medical Association (JAMA): The American Medical Association publishes JAMA, a prestigious peer-reviewed publication. It provides original research, clinical reviews, position articles, and editorials in a variety of medical fields. JAMA is well-known for its dedication to rigorous scientific methodology and evidence-based medicine, and it frequently publishes relevant research that influences clinical practice and healthcare policy.

British Medical Journal (BMJ): The BMJ is a well-respected medical journal that covers diverse medical fields, including clinical medicine, public health, and healthcare policy. It publishes original research, systematic reviews, clinical guidelines, and educational articles. BMJ is known for its commitment to promoting evidence-based medicine, innovation, and thought-provoking discussions within the medical community.

These peer-reviewed journals have a solid reputation for publishing high-quality research articles, providing essential insights into medical advances, and influencing clinical practice. They use rigorous peer-review methods to assure the quality and veracity of the published information. These periodicals provide medical translators with accurate and up-to-date material.

Professional Medical Associations

World Health Organization (WHO): WHO provides leadership and coordination by establishing norms and standards and offering evidence-based guidelines for a variety of health issues. Their publications, studies, and guidelines cover a wide range of medical topics and are regarded as reliable resources by healthcare professionals all around the world.

American Medical Association (AMA): The American Medical Association (AMA) is critical in establishing healthcare policies, lobbying for the medical profession, and providing resources to promote physicians' professional development. They provide guidelines, teaching materials, and publications covering a wide range of medical specializations, ensuring that healthcare workers have access to accurate and up-to-date information.

European Medicines Agency (EMA): The European Medicines Agency is a regulatory agency in the European Union that is in charge of examining and approving drugs. The EMA is critical in guaranteeing the safety, efficacy, and quality of pharmaceutical products. They provide healthcare practitioners and the pharmaceutical sector with guidelines, scientific advice, and regulatory information. These materials provide helpful insights for medical translators working on pharmaceutical-related content.

National Medical Associations: National medical associations, such as the American Heart Association (AHA), the British Medical Association (BMA), or the Canadian Medical Association (CMA), are organizations that represent physicians and healthcare workers in specific nations or areas. These organizations provide tools, guidelines, and publications that are specifically geared to the needs of healthcare professionals in their local locations. They offer evidence-based information, best practices, and medical development updates, making them essential resources for medical translators looking for reliable and region-specific medical material.

These professional medical associations function as authoritative bodies in the healthcare industry, providing dependable resources, guidelines, and translations. Their products and publications are founded on substantial study, expert consensus, and industry best practices. These groups provide medical translators with access to accurate and specialized material that is consistent with current medical standards and practices.

Medical Dictionary Suggestions

- MedlinePlus Medical Dictionary: The National Library of Medicine's MedlinePlus website provides a comprehensive medical dictionary containing definitions of medical words. It covers a wide spectrum of medical terms and provides detailed explanations in easy-to-understand language.

- MedTerms Medical Dictionary: MedTerms from MedicineNet is a user-friendly medical dictionary that contains a large number of medical terms, abbreviations, and definitions. It is a significant resource for medical translations because it delivers short and reliable information.

- MediLexicon Medical Dictionary: MediLexicon is an online medical dictionary with a vast database of medical terminology and definitions. It has a simple UI with search functionality, allowing users to rapidly find medical terms.

- Taber's Medical Dictionary: Taber's is a well-known medical lexicon that is available both online and in print. It provides full descriptions, images, and audio pronunciations of medical words, making it a comprehensive resource for medical translations.

- American Medical Association (AMA) Medical Glossary: The AMA provides a medical dictionary that contains a wide range of medical terminology used in many specialties. It contains short definitions, pronunciations, and explanations of medical terminology often used by physicians and healthcare professionals.

- American Dental Association (ADA) Glossary of Dental Terms: The ADA offers a dictionary of dental terms that focuses on dental and oral health language. It defines and explains dental words, assisting dental practitioners and interpreters in navigating the specialized language used in dentistry.

- American Psychological Association (APA) Dictionary of Psychology: The APA has developed a comprehensive dictionary of psychology that covers a broad range of psychological terms and concepts. It provides definitions, examples, and references, serving as a valuable resource for psychologists, researchers, and translators working in the field of psychology.

Source: motaword.com

Saturday, June 17, 2023

Microsoft Terminology SOAP Bash Script

#!/bin/bash
# This script translates terminologies used in MS products by sending a SOAP
# request to api.terminology.microsoft.com/terminology and extracting the result
# MS Language Portal: http://www.microsoft.com/Language/en-US/Search.aspx
# WSDL: http://api.terminology.microsoft.com/Terminology.svc?singleWsdl
# More info: http://www.microsoft.com/Language/de-de/Microsoft-Terminology-API.aspx
# Copyright (C) 2014 Michael Clemens
# This program is free software: you can redistribute it and/or modify it under
# the terms of the GNU General Public License as published by the Free Software
# Foundation, either version 3 of the License, or (at your option) any later version.
#
# This program is distributed in the hope that it will be useful, but WITHOUT ANY WARRANTY;
# without even the implied warranty of MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. 
# See the GNU General Public License for more details.
# You should have received a copy of the GNU General Public License along with this program. 
# If not, see http://www.gnu.org/licenses/.#
# usage: ./MSTerminology "STRING TO BE TRANSLATED"

text=$1

from="en-us"
to="de-de"
product="Windows"
version="7"

xml="<soapenv:Envelope xmlns:soapenv=\"http://schemas.xmlsoap.org/soap/envelope/\" xmlns:ter=\"http://api.terminology.microsoft.com/terminology\"> \
   <soapenv:Header/> \
   <soapenv:Body> \
      <ter:GetTranslations> \
         <ter:text>${text}</ter:text> \
         <ter:from>${from}</ter:from> \
         <ter:to>${to}</ter:to> \
         <ter:searchOperator>Contains</ter:searchOperator> \
         <ter:sources> \
            <ter:TranslationSource>UiStrings</ter:TranslationSource> \
         </ter:sources> \
         <ter:unique>false</ter:unique> \
         <ter:maxTranslations>1</ter:maxTranslations> \
         <ter:includeDefinitions>true</ter:includeDefinitions> \
         <ter:products> \
            <ter:Product> \
               <ter:Name>${product}</ter:Name> \
               <ter:Versions> \
                  <ter:Version> \
                     <ter:Name>${version}</ter:Name> \
                  </ter:Version> \
               </ter:Versions> \
            </ter:Product> \
         </ter:products> \
      </ter:GetTranslations> \
   </soapenv:Body> \
</soapenv:Envelope>"

output=$(curl -s -H "Content-Type: text/xml; charset=utf-8" -H "SOAPAction: \"http://api.terminology.microsoft.com/terminology/Terminology/GetTranslations\"" -d "${xml}" -X POST http://api.terminology.microsoft.com/Terminology.svc)

result=$(echo ${output} | sed -e 's,.*<TranslatedText>\([^<]*\)</TranslatedText>.*,\1,g')

if [[ $result != *s:Envelope* ]]; then
	echo $result
else
	echo "'"$text"' could not be translated. The server's response was:"
	echo $output
fi

Wednesday, June 14, 2023

Database Hosting

 Free backend hosting

 https://free-for.dev/#/?id=dbaas

Service Type Storage Limitations
Amazon DynamoDB ⚠️ Proprietary NoSQL 25 GB ⚠️ Payment method required
Amazon RDS ⚠️ Proprietary RDBMS
⚠️ Only free for 1 year
Azure SQL Database MS SQL Server
⚠️ Only free for 1 year
👉 Clever Cloud PostgreSQL, MySQL, MongoDB, Redis 256 MB (PostgreSQL) Max 5 connections (PostgreSQL)
ElephantSQL PostgreSQL 20 MB 5 concurrent connections
Fly.io PostgreSQL 3 GB ⚠️ Credit card required, limited outbound traffic, no way to avoid accidental overage fees
Google Cloud Firestore ⚠️ Proprietary NoSQL 1 GB ⚠️ After the first year there's no way to avoid accidental overage fees
Heroku Postgres (discontinued) 😭 PostgreSQL 10K max rows
IBM Cloud Cloudant ⚠️ Proprietary NoSQL 1 GB Deleted after 30 days of no activity
IBM Cloud Db2 Db2 200 MB ⚠️ "users are asked to re-extend their free account every 90 days by email. If you do not re-extend, your free account is cleaned out a further 90 days later"
MongoDB Atlas MongoDB 512 MB
OpenShift Developer Sandbox MariaDB, MongoDB, MySQL, PostgreSQL 15 GB ⚠️ Expires after 30 days (can resubscribe for free but not extend subscription), pods are automatically deleted after 12 consecutive hours of runtime
Oracle Cloud Oracle Database 20 GB each per two databases ⚠️ Payment method required
Redis Enterprise Redis 30 MB
Scalingo PostgreSQL 128 MB Max 10 connections
⚠️ Payment method required after 30 day trial
👉 Supabase PostgreSQL 500 MB Paused after 1 week inactivity
2 GB transfer limit    
  
 
https://railway.app/ provides free MySQL and PostgreSQL hosting.
Clever Cloud also allows free 500MB MongoDB -> https://www.clever-cloud.com/pricing/#MongoDB 
bio.io has offers three free PostgreSQL instances with 3GB data cap and moderate usage as well. https://bit.io/pricing 
https://remotemysql.com/ - Free 100MB MySQL
https://www.infinityfree.net/ - Free 400 MySQL Database (with PHP hosting, not remote)
https://freedb.tech/ - Free 50MB MySQL

 

Service Type RAM Storage Limitations
👉 Adaptable PaaS 256 MB Non-persistent? (1 GB database storage available)
AWS EC2 IaaS 1 GB
⚠️ Only free for 1 year
Azure App Service PaaS 1 GB 1 GB ⚠️ 60 CPU minutes/day
Azure VM IaaS 1 GB 2 GB (non-persistent) ⚠️ Only free for 1 year
👉 Fly.io PaaS 256 MB (2 instances) 1 GB (persistent)
  • 160 GB/month outbound traffic (broken down by region)
  • ❓ Trial plan (2 instances and 1 GB storage) doesn't require card, but does it expire?
  • ⚠️ Hobby plan (3 instances and 3 GB storage) requires credit card, no way to avoid accidental overage fees
Google App Engine PaaS 128 MB 1 GB
Google Compute Engine IaaS 0.6 GB 30 GB
  • 1 GB/month outbound traffic (not including China or Australia)
  • ⚠️ After the first year there's no way to avoid accidental overage fees
Heroku (discontinued) 😭 PaaS 512 MB Non-persistent Idling after 30 minutes inactivity, limited to 550 hours/month
IBM Cloud Foundry PaaS 256 MB
⚠️ Sleep after 10 days, deleted after 30 days of no "development activity"
👉 Northflank PaaS ??? (2 instances) Non-persistent ⚠️ Credit card required for signup, won't be billed on the free tier
OpenShift Developer Sandbox PaaS 7 GB 15 GB ⚠️ Expires after 30 days (can resubscribe for free but not extend subscription), pods are automatically deleted after 12 consecutive hours of runtime
Oracle Cloud IaaS
  • 1 GB each for 2 VMs (AMD CPU)
  • 24 GB across up to 4 VMs (ARM CPU)
200 GB across 2 volumes
  • AMD CPUs limited to 1/8 of 2 CPUs per VM
  • ⚠️ Payment method required
👉 Railway Paas 512 MB 1 GB
  • Limited to 500 hours/month
  • 100 GB/month outbound traffic
👉 Render PaaS 512 MB Non-persistent
  • No persistent storage
  • Idling after 15 minutes of inactivity
  • 750 hours runtime/month

 

Tuesday, June 13, 2023

Informații privind asociațiile de locatari

Președintele asociației de locatari se alege dintre proprietarii de apartamente din bloc și nu poate fi angajat

 După cum stabilește legislația din domeniu, o asociație de proprietari nu poate funcționa fără un președinte. Acesta este ales dintre proprietarii de apartamente din imobil și nu poate fi angajat. În plus, nu poate fi ales nici dintre locatarii blocului, dacă nu este și, cel puțin, coproprietar al unui apartament din bloc.

Legea 196/2018 privind înființarea, organizarea și funcționarea asociațiilor de proprietari și administrarea condominiilor stabilește că “[p]reședintele asociației de proprietari este candidatul, membru al asociației de proprietari, ales prin voința sa și a jumătate plus unu din numărul proprietarilor prezenți în cadrul adunării generale”.

În plus, dacă ținem cont că legea definește asociația de proprietari ca fiind o formă de asociere autonomă și fără scop lucrativ a proprietarilor dintr-un condominiu”, putem concluziona că președinte al asociației poate fi doar un proprietar al unui apartament din bloc, nicidecum un simplu locatar (care nu este și proprietar) sau un chiriaș, de exemplu.

Cu alte cuvinte, chiar și când niciunul dintre proprietarii de apartamente dintr-un imobil nu vrea să fie președintele asociației, acesta nu poate fi numit dintre locatarii care nu sunt proprietari și nici nu poate fi angajat, așa cum se întâmplă în cazul administratorului.

În schimb, președintele poate delega atribuțiile sale, pentru cel mult trei luni pe an, unui membru al comitetului executiv, fără a fi exonerat de răspundere juridică. Asta înseamnă că președintele va răspunde, în continuare, în fața legii, chiar dacă a transferat atribuțiile altei persoane din structura comitetului executiv.

Dacă mandatul președintelui se încheie înainte de termen, comitetul executiv trebuie să convoace, în cel mult cinci zile de la acel moment, o adunare generală pentru alegerea unui nou președinte.

De asemenea, adunarea generală a proprietarilor poate stabili, printr-o hotărâre, ca președintele asociației de proprietari să fie remunerat pe baza unui contract de mandat.

Printre atribuțiile președintelui asociației se numără reprezentarea asociației de proprietari în relațiile cu terții, inclusiv în acțiunile în instanță, semnarea documentelor asociației ori supravegherea și urmărirea punerii în aplicare a hotărârilor adunării generale. Totodată, președintele asociației răspunde în scris, în cel mult zece zile de la primirea lor, la sesizările și contestațiile scrise ale proprietarilor din imobil.

Actuala legislație din domeniu prevede că structura conducerii unei asociații de proprietari poate să fie diferită în funcție de numărul de apartamente din imobilul în care se înființează asociația. Astfel, asociațiile înființate în imobile cu mai puțin de zece apartamente au mai puține elemente de organizare, iar cele cu mai mult de zece apartamente au mai multe.

Concret, asociațiile de proprietari mici au următoarele structuri de conducere și control:

  • adunarea generală;
  • președintele;
  • cenzorul.

În schimb, asociațiile mari au, pe lângă structurile menționate anterior, și un comitet executiv, iar cenzorul poate fi înlocuit cu o comisie de cenzori.

Sursa: www.avocatnet.ro

 

Saturday, June 3, 2023

ChatGPT for Translation

ChatGPT's interactive nature makes it a standout translation tool. With other translation tools, you provide a text, you get a translation, and that's it. Whether it is the best translation you can get doesn't matter—you're stuck with it.

With ChatGPT, you can customize translations to suit your specific needs and provide feedback on adjustments you'd love to see. For example, you can adjust the tone and style and take into account some cultural connotations and regional differences in the meaning of words, something purpose-built translation tools like Google Translate can not do.
All you need to do is provide the text you want to translate, specify the language you want to translate it to, and ChatGPT will handle the rest.

1. Provide Context

One of the key advantages of ChatGPT over popular translation tools like Google Translate is its ability to accurately consider the context of a text when generating translations. Considering context can be the difference between simply translating individual words in a sentence and generating a translation that truly reflects the author's or speaker's intention.

Take the Spanish sentence “Gracias por preguntar, pero estoy bastante seguro aquí” for instance. Google Translate produces "Thanks for asking, but I'm pretty sure here" as the translation. While this isn't entirely wrong, depending on the context, the sentence could mean, "Thanks for asking, but I'm safe here."
 Of course, Google Translate will provide the same translation no matter how many times you attempt to translate it because it doesn't have a way to recognize contextual nuance. As per the screenshot above, ChatGPT will attempt to provide the most accurate translation depending on the provided context. Providing context can significantly improve the quality of your translation. If you are not sure how to provide context, here are some inspirations:

    "Translate [text to translate in Filipino] to English from the perspective of a native Filipino speaker" should try to maintain as many cultural connotations as possible in a translation.
    "Translate [text to translate] to English from the perspective of someone discussing the COVID-19 pandemic" should use appropriate medical terms instead of generic words.
    "Translate [text to translate] to English. The text discusses a battle during WWII" should use appropriate military and historical terms.

2. Declare the Type of Text

Another important factor that can increase the accuracy of your translation is outright declaring the kind of text you're trying to translate. For example, is it an idiom, a song, a financial document, or an ordinary text? Simply letting ChatGPT know what you're trying to translate gives the chatbot an edge toward providing more accurate translations.

Instead of simply using a prompt like "Translate [text to translate] to [target language]." You should ideally use alternatives like:

    Translate the [Financial report | poem | song | Bible portion | proverb] in quotes to [target language]
    Translate [text to translate] to [target language]. The text to be translated is a [military report | Medical document | Drug prescription]

The prompts above or similar ones help ChatGPT use relevant or industry-specific context when generating a translation. Although ChatGPT sometimes recognizes the right niche words to use for translation, you'll have to explicitly prompt it to do so using type declaration in some cases.
3. Use Style Transfer

Sometimes, when translating text, the translation might be too technical or simply inappropriate for the target audience. Using style transfer in ChatGPT can help adjust the tone and style of a translation to match the target audience or industry. So, if you're translating a legal document, the translation could retain the author's original meaning while using more layman's wording. In the example below, I translated a soccer commentary from Spanish to English, first without style transfer and then using style transfer.
 The translation above uses the closest English equivalent of the corresponding Spanish words, while the one below uses words suitable for an audience not acquainted with soccer terms. However, it is interesting to note that both translations are considered accurate.
An English translation using style transfer

To use style transfer when translating, use prompts like:

    Translate [text to translate] to [target language] in layman's terms.
    Translate [text to translate] to [target language] for a [grade 5] audience
    Translate [text to translate] to [target language]. Use style transfer to make the translated text suitable for a [target audience]

4. Account for Regional Differences

Some words may have different meanings or connotations depending on the region or country of the speaker. For instance, the English sentence "I'm going to play football" could translate to "我要去踢足球 (Wǒ yào qù tī zúqiú)" in Chinese. While this seems like a perfect translation, if the speaker was American, the translation could be wrong. By saying "football," an American speaker would likely be referring to the rugby-style sport called American football instead of the football known by the rest of the world.

Regular translation tools have no way to account for this potential misinterpretation. ChatGPT, on the other hand, can provide varying translations depending on the speaker's origin.

We prompted ChatGPT to translate "I'm going to play football" into Chinese. As expected, it produced "我要去踢足球 (Wǒ yào qù tī zúqiú)." In Chinese, "zúqiú" means "football," which refers to soccer rather than the rugby-style sport.
ChatGPT translation accounting for regional differences in meaning

We repeated the translation prompt but added hints about the speaker's origin and possible intent. ChatGPT changed the translation to "我要去踢橄榄球 (Wǒ yào qù tī gǎnlǎnqiú)," this time using "gǎnlǎnqiú" which is the Chinese term for American football and better reflects the potential intent of the speaker.
5. Use Summarized Translation

Sometimes, you don't want to read the entirety of a text. You just want to understand the message the author or speaker is trying to pass across. ChatGPT is one of the few translation tools you can rely on for situations like this. To get a summarized translation, ask ChatGPT to provide a "summarized" or "condensed" translation of the target text. Some prompts examples include:

    Provide a descriptive but condensed translation of [text to translate] in Spanish.
    Provide a Summarized translation of [text to translate] in French.
    Provide a summarized translation of [text to translate] in English.
    Translate this article into Dutch, but only include the key points.

6. Use a Fine-Tuned Instance of ChatGPT

Using a fine-tuned instance of ChatGPT is one of the best ways to utilize ChatGPT as a translation tool. It opens up almost endless possibilities for translation using the AI chatbot. But how can you fine-tune ChatGPT for translation?

You can do it in several ways. A key component to fine-tuning ChatGPT for translation is laying out rules the chatbot must follow when translating any text you provide. For instance, you can fine-tune ChatGPT by providing a word-translation pair or a text-translation pair. Here's an example below:

While trying to translate a Pidgin text into English, we ran into some wrongly translated words. Providing the word-translation pairs below made ChatGPT update its translation of the words in subsequent translations.
Fine-tunning ChatGPT for translation tasks

You can also make ChatGPT translations more accurate by providing several large texts and their verified translations. You can then prompt ChatGPT to deduce the right translation of words and phrases from the provided samples and apply it when translating text involving a similar language pair. While you can use significantly longer texts to fine-tune ChatGPT translations, below is a short illustration of how it works using a short paragraph.
Providing a parralel corpus of text for ChatGPT

We achieved improved translation with every prompt without taking any further steps.

Don't Rely Solely on Machine Translation

While ChatGPT is an impressive translation tool, it's important to remember that it is still a machine and may not always produce the best translation. So don't rely solely on it, especially for important or sensitive documents. Instead, try a combination of tools, and whenever possible, consider using a professional translator to proofread to ensure accuracy.

Source: makeuseof.com

Other resources: https://chatdico.com/

Free APIs

https://api.publicapis.org

https://www.pythonanywhere.com/whitelist


CATEGORYAPI NAMEDESCRIPTIONSAMPLE URL
1API DirectoriesAPIs.guruOpenAPI API directoryhttps://api.apis.guru/v2/list.json
2API DirectoriesPublic APIsList of public APIshttps://api.publicapis.org/entries
3Art & ImagesArt Institute of ChicagoArtwork from the museumhttps://api.artic.edu/api/v1/artworks/search?q=cats
4Art & ImagesCOLOURloversColor trendshttps://www.colourlovers.com/api/colors/new?format=json
5Art & ImagesDiceBearGenerate random SVG avatarshttps://api.dicebear.com/6.x/pixel-art/svg
6Art & ImagesDogsRandom dog imageshttps://dog.ceo/api/breeds/image/random
7Art & ImagesHTTP CatsCat images for HTTP status codeshttps://http.cat/401
8Art & ImagesLorem PicsumPlaceholder imageshttps://picsum.photos/200/300
9Art & ImagesMetropolitan Museum of ArtArtwork from the museumhttps://collectionapi.metmuseum.org/public/collection/v1/objects/100
10Art & ImagesPHP-NoiseNoise background image generatorhttps://php-noise.com/noise.php?hex=FFFFFF&json
11Art & ImagesPlacebearPictures of bears for use as placeholdershttps://placebear.com/200/300
12Art & ImagesPlacekittenPlaceholder kitten imageshttp://placekitten.com/200/300
13Art & ImagesRandom DogRandom dog imageshttps://random.dog/woof.json
14Art & ImagesRandomFoxRandom pictures of foxeshttps://randomfox.ca/floof/
15Art & ImagesReSmushImage compression and optimizationhttp://api.resmush.it/ws.php?img=http://www.resmush.it/assets/images/jpg_example_original.jpg&qlty=95
16Art & ImagesRoboHashGenerate unique images from texthttps://robohash.org/onerobot.png
17Art & ImagesShibeRandom pictures of Shiba Inu dogshttps://shibe.online/api/shibes?count=10
18Art & ImagesVadivelu Status CodesHTTP Codes with imageshttps://vadivelu.anoram.com/gif/200
19CalendarNager.DatePublic holidayshttps://date.nager.at/api/v2/publicholidays/2020/US
20CalendarUK Bank HolidaysUK bank holidayshttps://www.gov.uk/bank-holidays.json
21Content4chan4chan's read-only APIhttps://a.4cdn.org/boards.json
22ContentAnime News NetworkAnime/manga encyclopediahttps://cdn.animenewsnetwork.com/encyclopedia/api.xml?title=4658
23ContentCeska TelevizeCzech television program datahttps://www.ceskatelevize.cz/services-old/programme/xml/schedule.php?user=test&date=30.01.2024&channel=ct24
24ContentChronicling AmericaHistoric US newspapershttps://chroniclingamerica.loc.gov/newspapers.json
25ContentCrossrefScholarly metadatahttps://api.crossref.org/journals?query=pharmacy+health
26ContentFinal SpaceTelevision show Final Spacehttps://finalspaceapi.com/api/v0/episode/
27ContentHackerNewsHacker News APIhttps://hacker-news.firebaseio.com/v0/item/8863.json
28ContentIce and FireQuantified and structured data from the universe of Ice and Firehttps://anapioficeandfire.com/api/characters/581
29ContentJikanUnofficial MyAnimeList APIhttps://api.jikan.moe/v4/anime?q=naruto
30ContentListlyTop 10 listshttps://list.ly/api/v4/meta?url=http://google.com
31ContentMCU-CountdownWhen is the next MCU film?https://www.whenisthenextmcufilm.com/api
32ContentMediawikiWikipedia page content and revisionshttps://en.wikipedia.org/w/api.php?action=query&prop=revisions&titles=Pet_door&rvprop=content&format=json
33ContentOpen LibraryBooks and book-related datahttps://openlibrary.org/search.json?q=the+lord+of+the+rings
34ContentRedditPublic content from Reddithttps://www.reddit.com/r/Wallstreetbets/top.json?limit=10&t=year
35ContentReddit StocksTop stocks from Wallstreetbetshttps://tradestie.com/api/v1/apps/reddit
36ContentRick and MortyRick and Morty charactershttps://rickandmortyapi.com/api/character/108
37ContentSTAPIStar Trek informationhttps://stapi.co/api/v2/rest/spacecraft/search
38ContentSWAPIStar Wars informationhttps://swapi.dev/api/planets/3/?format=json
39ContentThe RosaryRosary prayershttps://the-rosary-api.vercel.app/v1/today
40ContentTVMazeTV show informationhttp://api.tvmaze.com/search/shows?q=golden girls
41ContentWolne LekturySearch ebooks from wolnelektury.plhttps://wolnelektury.pl/api/authors/edgar-allan-poe/
42ContentWordPressPosts from any public WordPress sitehttps://techcrunch.com/wp-json/wp/v2/posts?per_page=100&context=embed
43Crypto & FinanceBinance24 hr crypto datahttps://api4.binance.com/api/v3/ticker/24hr
44Crypto & FinanceCoinBaseCurrency codes and nameshttps://api.coinbase.com/v2/currencies
45Crypto & FinanceCoinCapReal time cryptocurrency priceshttps://api.coincap.io/v2/assets
46Crypto & FinanceCoinDeskBitcoin price indexhttps://api.coindesk.com/v1/bpi/currentprice.json
47Crypto & FinanceCoinGeckoCryptocurrency market datahttps://api.coingecko.com/api/v3/coins/markets?vs_currency=usd
48Crypto & FinanceCoinLoreCryptocurrency market datahttps://api.coinlore.net/api/tickers/
49Crypto & FinanceCoinMapCrypto ATMshttps://coinmap.org/api/v1/venues/
50Crypto & FinanceCoinpaprikaCryptocurrency datahttps://api.coinpaprika.com/v1/coins/btc-bitcoin
51Crypto & FinanceCurrency RatesCurrency exchange rateshttps://cdn.jsdelivr.net/gh/fawazahmed0/currency-api@1/latest/currencies/eur.json
52Crypto & FinanceDEX ScreenerBlockchain screenerhttps://api.dexscreener.com/latest/dex/search?q=WBNB%20USDC
53Crypto & FinanceExchangeRate-APIExchange rateshttps://open.er-api.com/v6/latest/USD
54Crypto & FinanceGeckoTerminalCrypto datahttps://api.geckoterminal.com/api/v2/networks
55Crypto & FinanceGeminiCryptocurrency market datahttps://api.gemini.com/v2/ticker/btcusd
56Crypto & FinanceKrakenCrypto datahttps://api.kraken.com/0/public/Trades?pair=ltcusd
57Crypto & FinanceKuCoinCrypto datahttps://api.kucoin.com/api/v1/market/stats?symbol=BTC-USDT
58Crypto & FinanceNBP WebCurrency exchange rates and gold priceshttp://api.nbp.pl/api/cenyzlota/last/30/?format=json
59Crypto & FinanceNexchangeCryptocurrency market datahttps://api.n.exchange/en/api/v1/pair/
60Crypto & FinanceOKXCryptocurrency market datahttps://www.okx.com/api/v5/market/tickers?instType=SPOT
61Crypto & FinanceRazorpay IFSCIndian Financial Systems Codeshttps://ifsc.razorpay.com/YESB0DNB002
62Crypto & FinanceWazirXCrypto datahttps://api.wazirx.com/sapi/v1/tickers/24hr
63Developer ToolsAgifyPredict age based on a namehttps://api.agify.io?name=bella
64Developer ToolsAPIC AgentDetect browser, OS, and device from user agenthttps://api.apicagent.com/?ua=Mozilla/5.0%20(Macintosh;%20Intel%20Mac%20OS%20X%2010_15_5)%20AppleWebKit/537.36%20(KHTML,%20like%20Gecko)%20Chrome/89.0.4389.114%20Safari/537.36
65Developer ToolsArul's Public APIsGet IP addresshttps://api.aruljohn.com/ip/json
66Developer ToolsCloudflare TraceGet IP address, user agent, etchttps://1.1.1.1/cdn-cgi/trace
67Developer ToolsDigital Ocean StatusDigitalOcean statushttps://status.digitalocean.com/api/v2/summary.json
68Developer ToolsFilterListsLists of filters used by ad blockershttp://filterlists.com/api/directory/lists
69Developer ToolsGenderize.ioPredict gender based on a namehttps://api.genderize.io?name=scott
70Developer ToolsGoogle FaviconsGoogle's unofficial favicon fetcherhttps://www.google.com/s2/favicons?domain=quora.com&sz=32
71Developer ToolsgoQRCreate and read QR codeshttp://api.qrserver.com/v1/create-qr-code/?data=https://mixedanalytics.com&size=100x100
72Developer ToolsHTTPBinInspect user agent and headershttp://httpbin.org/get
73Developer ToolsImage-ChartsChart imageshttps://image-charts.com/chart?cht=p3&chs=700x100&chd=t:60,40&chl=Hello|World&chan&chf=ps0-0,lg,45,ffeb3b,0.2,f44336,1|ps0-1,lg,45,8bc34a,0.2,009688,1
74Developer ToolsIP2LocationGet public IP addresshttps://api.ip2location.io/
75Developer ToolsIPifyGet public IP addresshttps://api.ipify.org?format=json
76Developer Toolsis.gdURL shortenerhttps://is.gd/create.php?format=simple&url=www.example.com
77Developer ToolsMicrolinkRetrieve metadata and screenshots from any URLhttps://api.microlink.io/?url=https://github.com/microlinkhq
78Developer ToolsNationalize.ioPredict nationality based on a namehttps://api.nationalize.io?name=michael
79Developer ToolsQuickChartGenerate charts on-the-flyhttps://quickchart.io/chart?c={type:'bar',data:{labels:[2019,2020,2021,2022, 2023],datasets:[{label:'Users',data:[120,60,50,180,120]}]}}
80Developer ToolsSerialif ColorGet colors in different formatshttps://color.serialif.com/aquamarine
81Developer ToolsUn-ShortenUnshorten shortened URLshttps://unshorten.me/json/goo.gl/IGL1lE
82Developer ToolsURLhausReceive and submit malware URLshttps://urlhaus-api.abuse.ch/v1/urls/recent/limit/3/
83Food & DrinkCocktail DatabaseCocktail recipeshttps://www.thecocktaildb.com/api/json/v1/1/search.php?s=margarita
84Food & DrinkOpen Brewery DBBrewerieshttps://api.openbrewerydb.org/breweries
85Food & DrinkOpen Food FactsData on food productshttps://world.openfoodfacts.org/api/v0/product/737628064502.json
86Food & DrinkPunkAPIBeer recipeshttps://api.punkapi.com/v2/beers
87Food & DrinkWhisky HunterWhisky auctionshttps://whiskyhunter.net/api/auctions_data/?format=json
88Fun & GamesAmiiboAPINintendo Amiibo databasehttps://www.amiiboapi.com/api/amiibo/?name=mario
89Fun & GamesBarterDigital game libraries, wishlists and tradableshttps://barter.vg/browse/cards/json
90Fun & GamesBoard Game GeekBoard gameshttps://boardgamegeek.com/xmlapi/search?search=frika
91Fun & GamesBoredActivity suggestionshttps://www.boredapi.com/api/activity
92Fun & GamesCheapSharkPrice comparison for digital gameshttps://www.cheapshark.com/api/1.0/deals?upperPrice=15
93Fun & GamesChuck Norris JokesChuck Norris factshttps://api.chucknorris.io/jokes/random
94Fun & GamesD&D 5th EditionOfficial 5th Edition of Dungeons & Dragonshttps://www.dnd5eapi.co/api/features
95Fun & GamesDeck of CardsSimulate a deck of cardshttps://deckofcardsapi.com/api/deck/new/shuffle/?deck_count=1
96Fun & GamesEvil Insult GeneratorGenerate insultshttps://evilinsult.com/generate_insult.php?lang=en&type=json
97Fun & GamesFreeToGameFree-to-play gameshttps://www.freetogame.com/api/games?platform=pc
98Fun & GamesGamerpowerFree games and giveawayshttps://www.gamerpower.com/api/giveaways?platform=steam&type=loot&sort-by=popularity
99Fun & GamesHyrule CompendiumThe Legend of Zelda: BOTWhttps://botw-compendium.herokuapp.com/api/v2/entry/white-maned_lynel
100Fun & GamesicanhazdadjokeDad jokeshttps://icanhazdadjoke.com/
101Fun & GamesImgflipPopular memeshttps://api.imgflip.com/get_memes
102Fun & GamesisEvenCheck if a number is evenhttps://api.isevenapi.xyz/api/iseven/12/
103Fun & GamesJokeAPIJokeshttps://v2.jokeapi.dev/joke/Any?safe-mode
104Fun & GamesMagic: The GatheringCards and sets from MTGhttps://api.magicthegathering.io/v1/sets
105Fun & GamesOfficial JokeJokeshttps://official-joke-api.appspot.com/random_joke
106Fun & GamesOpen Trivia DBTrivia questionshttps://opentdb.com/api.php?amount=10&category=17&difficulty=easy
107Fun & GamesPokéAPIPokémon datahttps://pokeapi.co/api/v2/pokemon/ditto
108Fun & GamesPokémon TCGPokémon card datahttps://api.pokemontcg.io/v2/cards/xy1-1
109Fun & GamesPunAPIPunshttps://www.punapi.rest/api/pun
110Fun & GamesRuneScapeRunescape datahttps://services.runescape.com/m=itemdb_rs/api/catalogue/items.json?category=9&alpha=c&page=1
111Fun & GamesScryfallMagic: The Gathering card datahttps://api.scryfall.com/cards/search?order=cmc&q=c:red%20pow=3
112Fun & GamesTCGdexPokémon card datahttps://api.tcgdex.net/v2/en/sets
113Fun & GamesXIVAPIFinal Fantasy XIVhttps://xivapi.com/Action/127
114Fun & Gamesxkcdxkcd comicshttp://xkcd.com/info.0.json
115Fun & GamesYes or No?Randomly generate a yes or no imagehttps://yesno.wtf/api
116GeoAdresseFrench addresses and geocodinghttps://api-adresse.data.gouv.fr/search/?q=8+bd+du+port
117GeoCountry.isLookup country by IP addresshttps://api.country.is/9.9.9.9
118GeoGeocodeForward/reverse geocodinghttps://geocode.xyz/51.50354,-0.12768?geoit=json
119GeoGeoJSGeolocation by IP addresshttps://get.geojs.io/v1/ip/geo.json
120GeogeoPluginCurrency conversion and geolocation datahttp://www.geoplugin.net/php.gp
121GeoGetTheDataUK geo coordinates conversionhttps://api.getthedata.com/bng2latlong/529090/179645
122GeoHelloSalutTranslate "hello" by IP addresshttp://stefanbohacek.com/hellosalut/?mode=auto
123GeoHong Kong GeoData StoreHong Kong geo datahttps://geodata.gov.hk/gs/api/v1.0.0/locationSearch?q=museums
124GeoipapiGeolocation by IP addresshttps://ipapi.co/json/
125GeoIPGeoGeolocation by IP addresshttps://api.techniknews.net/ipgeo/
126GeoNominatumLocations and addresseshttps://nominatim.openstreetmap.org/search.php?city=taipei&format=jsonv2
127GeoOpen Topo DataDetermine elevation for lat/longhttps://api.opentopodata.org/v1/srtm90m?locations=-43.5,172.5|27.6,1.98&interpolation=cubic
128GeoPostcodesUK geo data by postcodehttps://api.postcodes.io/postcodes/OX49%205NU
129GeoViaCEPBrazil's postal address codes (CEPs)https://viacep.com.br/ws/01001000/json/
130GeoZippopotamusZip code information for 60 countrieshttps://api.zippopotam.us/us/90210
131GeoZiptasticUS geo data by zipcodehttps://ziptasticapi.com/90210
132GovernmentBanco Central Do BrasilBrazil Central Bank datahttps://api.bcb.gov.br/dados/serie/bcdata.sgs.20716/dados/ultimos/10?formato=json
133GovernmentBelgian Open Data InitiativeBelgian government open datahttps://social.brussels/rest/sector/5/organisations
134GovernmentBrasilBrazil public datahttps://brasilapi.com.br/api/feriados/v1/2024
135GovernmentCiviXLaw and bylaw content of British Columbiahttps://www.bclaws.gov.bc.ca/civix/search/complete/fullsearch?q=water&s=0&e=20&nFrag=5&lFrag=100
136GovernmentColorado Information MarketplaceColorado state open datahttps://data.colorado.gov/resource/4ykn-tg5h.json
137GovernmentData USAUS public datahttps://datausa.io/api/data?drilldowns=Nation&measures=Population
138GovernmentData.govU.S. government open datahttps://data.wa.gov/api/views/f6w7-q2d2/rows.json?accessType=DOWNLOAD
139GovernmentData.gov.auAustralian government open datahttps://www.data.act.gov.au/api/views/s4g9-ndv2/rows.json?accessType=DOWNLOAD
140GovernmentDawumGerman election pollshttps://api.dawum.de/
141GovernmentEuropean Commission Taxation and CustomsEuropan Comission taxeshttps://ec.europa.eu/taxation_customs/vies/rest-api/ms/DE/vat/122268496
142GovernmentFBI WantedFBI Wanted datahttps://api.fbi.gov/wanted/v1/list
143GovernmentFederal RegisterDaily journal of the US governmenthttps://www.federalregister.gov/api/v1/documents/2023-05167?publication_date=2023-03-14
144GovernmentFood Standards AgencyUK restaurant hygiene ratingshttps://ratings.food.gov.uk/OpenDataFiles/FHRS529en-GB.json
145GovernmentNYC Open DataNew York City open datahttps://data.cityofnewyork.us/resource/erm2-nwe9.json?unique_key=57056073
146GovernmentOpen Data DCWashington DC open datahttps://maps2.dcgis.dc.gov/dcgis/rest/services/DCGIS_DATA/Transportation_TrafficVolume_WebMercator/MapServer/171/query?where=1%3D1&outFields=ROUTEID,FROMMEASURE,TOMEASURE,FROMDATE,TODATE&outSR=4326&f=json
147GovernmentOpen Government, CanadaCanadian government open datahttps://donnees-data.tpsgc-pwgsc.gc.ca/br1/delaipaiement-promptpayment/delaipaiement-promptpayment.json
148GovernmentRepresent Civic InformationCanada's elected officials and electoral districtshttps://represent.opennorth.ca/representatives/?first_name=Jack
149GovernmentUSAspendingU.S. federal government spending datahttps://api.usaspending.gov/api/v2/references/toptier_agencies/
150GovernmentUSPTOUS Patent and Trademark Officehttps://assignment-api.uspto.gov/trademark/basicSearch?query=Google&filter_year=2022
151GovernmentWorld BankWorld Bank open datahttp://api.worldbank.org/v2/region?format=json
152HealthHealthCare.govUS health insurance datahttps://www.healthcare.gov/api/index.json
153HealthMakeupMakeup brands and product infohttp://makeup-api.herokuapp.com/api/v1/products.json?brand=maybelline
154HealthNPPESUS health care providershttps://npiregistry.cms.hhs.gov/api/?version=2.1&city=baltimore
155HealthopenFDAFood & Drug Administration data (US)https://api.fda.gov/food/enforcement.json?limit=10
156InspirationAdvice SlipGenerate random advicehttps://api.adviceslip.com/advice/search/love
157InspirationAffirmationsGenerate affirmationshttps://www.affirmations.dev/
158InspirationBiriyana As a ServiceBiriyani imageshttps://biriyani.anoram.com/get
159InspirationBreaking Bad QuotesRetrieve some quotes of Breaking Badhttps://api.breakingbadquotes.xyz/v1/quotes
160InspirationDictumInspiring expressionshttps://api.fisenko.net/v1/quotes/en?query=string&offset=0&limit=0
161InspirationGame of Thrones QuotesRetrieve some quotes of Game of Throneshttps://api.gameofthronesquotes.xyz/v1/random
162InspirationKanyeKanye quoteshttps://api.kanye.rest/
163InspirationQuotableRandom quoteshttps://api.quotable.io/quotes/random
164InspirationQuote GardenDatabase of 75000 quoteshttps://quote-garden.onrender.com/api/v3/quotes
165InspirationQuotes on DesignQuotes about designhttps://quotesondesign.com/wp-json/wp/v2/posts/?orderby=rand
166InspirationRon Swanson QuotesRon Swanson quotes APIhttps://ron-swanson-quotes.herokuapp.com/v2/quotes
167JobsJobicyList of remote jobshttps://jobicy.com/api/v2/remote-jobs?count=20&geo=usa&industry=marketing&tag=seo
168LanguageChinese Character WebInformation about Chinese charactershttp://ccdb.hemiola.com/characters/radicals/85?count
169LanguageChinese Text ProjectDigital library for pre-modern Chinese textshttps://api.ctext.org/getdictionaryheadwords
170LanguageDatamuseQuery words matching conditionshttps://api.datamuse.com/words?ml=ringing+in+the+ears
171LanguageFree DictionaryWord definitions and phoneticshttps://api.dictionaryapi.dev/api/v2/entries/en/digital
172LanguagePurgoMalumCheck content for profanityhttps://www.purgomalum.com/service/json?text=this%20is%20some%20test%20input
173MusicBinary JazzFetch a random genrehttps://binaryjazz.us/wp-json/genrenator/v1/genre/5
174MusiciTunes SearchiTunes contenthttps://itunes.apple.com/search?term=radiohead
175MusicMusicBrainzMusic datahttp://musicbrainz.org/ws/2/artist/5b11f4ce-a62d-471e-81fc-a69a8278c7da?fmt=json
176MusicOpenwhydPlaylists from various streaming platformshttps://openwhyd.org/hot/electro?format=json
177Open DataArchive.orgLarge public digital archivehttps://archive.org/metadata/TheAdventuresOfTomSawyer_201303
178Open DataCarbon IntensityCarbon intensity of the electricity system in Great Britainhttps://api.carbonintensity.org.uk/intensity/date
179Open DataData.Police.UKUK crime & police datahttps://data.police.uk/api/crimes-street/all-crime?lat=52.629729&lng=-1.131592&date=2023-01
180Open DataFipeBrazilian vehicles and priceshttps://parallelum.com.br/fipe/api/v1/carros/marcas/59/modelos
181Open DataHouse Stock WatcherUS Congress members' stock transactionshttps://house-stock-watcher-data.s3-us-west-2.amazonaws.com/data/all_transactions.json
182Open DataIceland companiesSearch the icelandic company registryhttps://apis.is/company?name=icelandair
183Open DataOpen LibraryInformation about bookshttp://openlibrary.org/api/volumes/brief/isbn/9780525440987.json
184Open DataPM2.5PM2.5 environmental data monitoringhttps://pm25.lass-net.org/API-1.0.0/project/airbox/latest/
185Open DataUniversities ListUniversitieshttp://universities.hipolabs.com/search?country=United+Kingdom
186Open DataVehiclesNational Highway Traffic Safety Administration's catalog of vehicles specshttps://vpic.nhtsa.dot.gov/api/vehicles/GetVehicleTypesForMake/merc?format=json
187Open DataWayback MachineInternet archive availabilityhttps://archive.org/wayback/available?url=google.com
188Open DataWikipediaPageview statshttps://wikimedia.org/api/rest_v1/metrics/pageviews/per-article/en.wikipedia/all-access/all-agents/Tiger_King/daily/20210901/20210930
189ScienceArcsecondWorldwide astronomy datahttps://api.arcsecond.io/activities/
190SciencearXivResearch-sharing platformhttp://export.arxiv.org/api/query?search_query=all:electron
191ScienceAsterankAsteroids, minor planets, and other objectshttp://www.asterank.com/api/skymorph/search?target=J99TS7A
192ScienceCat-FactsDaily cat factshttps://cat-fact.herokuapp.com/facts/random
193ScienceCelesTrakGeneral perturbations orbital datahttps://celestrak.org/NORAD/elements/gp.php?INTDES=2023-015&FORMAT=JSON-PRETTY
194ScienceGBIFGlobal Biodiversity Information Facilityhttps://api.gbif.org/v1/occurrence/search?year=1800,1899
195ScienceiDigBioDigitized data for millions of biological specimenshttps://search.idigbio.org/v2/search/records/?rq={"data.dwc:dynamicProperties":"nsf_tcn"}&limit=1
196ScienceInspirehepScholarly information about high energy physicshttps://inspirehep.net/api/literature/451647
197ScienceITISIntegrated Taxonomic Information Systemhttps://www.itis.gov/ITISWebService/services/ITISService/searchByCommonName?srchKey=ferret-badger
198ScienceNASANational Aeronautics and Space Administrationhttps://api.nasa.gov/neo/rest/v1/neo/browse?api_key=DEMO_KEY
199ScienceNewtonAdvanced mathhttps://newton.now.sh/api/v2/factor/x^2-1
200ScienceNumbersFacts about numbershttp://numbersapi.com/random/math
201ScienceOpen NotifyISS location and people in spacehttp://api.open-notify.org/astros.json
202ScienceSpaceflight NewsSpaceflight related newshttps://api.spaceflightnewsapi.net/v3/articles
203ScienceSpaceXLaunch and rocket datahttps://api.spacexdata.com/v5/launches/latest
204ScienceSunriseSunsetSunrise and sunset timeshttps://api.sunrisesunset.io/json?lat=38.907192&lng=-77.036873&timezone=UTC&date=today
205ScienceTheSpaceDevsRocket launches, space events and crewed spaceflighthttps://ll.thespacedevs.com/2.2.0/agencies/?limit=10
206ScienceUSGS Earthquake CatalogLatest earthquakeshttps://earthquake.usgs.gov/fdsnws/event/1/query?format=geojson&starttime=2023-03-01&endtime=2023-03-02&minmagnitude=5
207SportsBalldontlieNBA players, teams, games, statshttps://www.balldontlie.io/api/v1/teams
208SportsCityBikesBike sharing networkshttp://api.citybik.es/v2/networks
209SportsErgast F1Motor racing datahttp://ergast.com/api/f1/drivers.json
210SportsFootball-DataFootball (soccer) competitions and datahttp://api.football-data.org/v4/competitions/
211SportsnhlapiNHL datahttps://api-web.nhle.com/v1/standings-season
212Test DataBacon IpsumGenerate fake data for testinghttps://baconipsum.com/api/?type=meat-and-filler
213Test DataFakerGenerate fake datahttps://fakerapi.it/api/v1/credit_cards?_quantity=2
214Test DataJSONPlaceholderFake REST API for testinghttps://jsonplaceholder.typicode.com/posts/1
215Test DataLoripsumGenerate fake placeholder texthttps://loripsum.net/api/10/short/headers
216Test DataRandomUserFake user data generatorhttps://randomuser.me/api/
217Test DataReqresTest against a real APIhttps://reqres.in/api/users?page=1
218Test DataRESTRest API for testinghttps://api.restful-api.dev/objects
219Test DataSoftwiumDummy JSON data for a variety of categorieshttps://softwium.com/api/books
220Test DataUUID GeneratorGenerate UUIDs and GUIDshttps://www.uuidtools.com/api/generate/v1/count/3
221TransportationDerhuerstPublic transport for Berlin & Brandenburghttps://v6.vbb.transport.rest/locations?query=berlin
222TransportationIceland flightslnternational flights at Keflavik Airporthttps://apis.is/flight?language=en&type=departures
223TransportationiRailBelgian railwayshttps://api.irail.be/vehicle/?id=BE.NMBS.IC1832&format=json&lang=en&alerts=false
224TransportationMBTAPublic transport for Bostonhttps://api-v3.mbta.com/route_patterns?filter[route]=CR-Providence&include=representative_trip&fields[trip]=headsign
225TransportationMetro LisboaSubway line statushttps://app.metrolisboa.pt/status/getLinhas.php
226Weather7Timer!Weather forecasts for astronomyhttp://www.7timer.info/bin/api.pl?lon=113.17&lat=23.09&product=astro&output=json
227WeatherAviation Weather CenterAviation Digital Data Service (ADDS) datahttps://aviationweather.gov/api/data/airport?ids=KMCI
228WeatheropenSenseMapPersonal senseBox (weather station) datahttps://api.opensensemap.org/boxes?model=homeWifi
229WeatherSG WeatherRealtime weather readings for Singaporehttps://api.data.gov.sg/v1/environment/air-temperature
230WeatherwttrConsole-oriented weather forecast servicewttr.in/London?format=3
If you want to try an easy-to-use API tool to test these APIs, check out Apipheny, an API integrator for Google Sheets. Click here to learn more about Apipheny.

1. Public APIs

Get a list of any or all public APIs currently cataloged in the project.

Sample API URL: https://api.publicapis.org

https://api.publicapis.org/entries

2. Cat Facts

Get random cat facts via text message every day.

Sample API URL:

https://catfact.ninja/fact

3. CoinDesk

View the Bitcoin Price Index (BPI) in real-time.

Sample API URL:

https://api.coindesk.com/v1/bpi/currentprice.json

4. Bored

Bored is a free API to find something to do by getting suggestions for random activities.

Sample API URL:

https://www.boredapi.com/api/activity

5. Agify.io

Predict the age of a person based on their name.

Sample API URL:

https://api.agify.io?name=meelad

6. Genderize.io

Predict the gender of a person based on their name.

Sample API URL:

https://api.genderize.io?name=luc

7. Nationalize.io

Predict the nationality of a person based on their name.

Sample API URL:

https://api.nationalize.io?name=nathaniel

8. Data USA

Get US public data (e.g., population data, etc.).

Sample API URL:

https://datausa.io/api/data?drilldowns=Nation&measures=Population

9. Dogs

Cheer yourself up with random dog images.

Sample API URL:

https://dog.ceo/api/breeds/image/random

10. IPify

IPify is a free API that allows you to get your current IP address.

Sample API URL:

https://api.ipify.org?format=json

11. IPinfo

Get information about a specified IP address, such as geological info, company, and carrier name.

Sample API URL:

https://ipinfo.io/161.185.160.93/geo

12. Jokes

Get random jokes. You can also get jokes according to type (e.g., programming jokes only).

Sample API URL:

https://official-joke-api.appspot.com/random_joke

13. RandomUser

Get information about a random fake user, including gender, name, email, address, etc.

Sample API URL:

https://randomuser.me/api/

14. Universities List

Get a list of universities in a specified country.

Sample API URL:

http://universities.hipolabs.com/search?country=United+States

15.  Zippopotam

Get information about a specified ZIP code.

Sample API URL:

https://api.zippopotam.us/us/33162

Top 15 Free Entertainment APIs

👉 If you want to try an easy-to-use API tool to test these APIs, check out Apipheny, an API integrator for Google Sheets. Click here to learn more about Apipheny.

1. Imgur

Imgur has a free API that you can use to do anything you can do on Imgur.com.

2. YouTube to MP4

An easy-to-grasp API that lets you input a YouTube video URL and fetch its source location.

3. Yoda Translator

Convert English into Yoda speak.

4. IMDB – Internet Movie Database (Unofficial)

Fetch film data and search results from IMDB’s film database.

5. Movie Database (IMDB Alternative)

Access information, pictures, and more from a movie database — a decent alternative to IMDB.

6. Hearthstone

You can use the Hearthstone API for free to pull up-to-date data directly from Hearthstone.

7. Meme Generator

Choose a pre-loaded image, input top and bottom text, and enjoy your freshly generated meme.

8. Tic Tac Toe

Get Tic Tac Toe (AKA Noughts and Crosses) move suggestions.

9. Chart Lyrics

Get and add lyrics, or search for lyric information.

10. Text Similarity Calculator

Calculate the similarity between two texts in percentage through approximate string matching.

11. Robohash Image Generator

Generate a random and cool-looking robot image for your text.

12. Mirror-AI

Get AI-personalized avatars, emojis, and sticker packs by uploading photos.

13. Love Calculator

Find out the love compatibility of you and your partner based on your names.

14. SimSimi Conversation

Create a chatbot in 5 minutes.

15. Daily Comicstrips

Get links to the most popular comic strips — Garfield, Dilbert, Peanuts, and more.

Top 15 Free Sports APIs

👉 If you want to try an easy-to-use API tool to test these APIs, check out Apipheny, an API integrator for Google Sheets. Click here to learn more about Apipheny.

1. API-BASKETBALL

This free API allows you to get basketball data on major and minor competitions such as live score, standings, teams, odds, etc.

2. API-NBA

Get all NBA stats data including games, live score, players, seasons, leagues, etc.

3. API-FOOTBALL

Get data for over 630 football leagues & cups — Livescore (15s), pre-match odds, events, etc.

4. API-FORMULA-1

Get all data about Formula 1, including circuits, teams, drivers, rankings.

5. TheRundown

Get real-time odds, scores, stats, and insights into the sports betting marketplace.

6. Football Prediction

Get predictions for upcoming football matches, average bookie odds, results for past matches, and prediction performance statistics for past results.

7. MLB Data

Get baseball MLB data about players, teams, reports, and other stats.

8. Football Betting Tips

Get daily betting tips and a collection of the best bets for free.

9. FIFA World Cup

Get FIFA World Cup API data for free, including teams, rounds, and matches in JSON format.

10. Horse Racing

Get horse racing data for UK & Ireland races, including race name, distance, going, age, runners, etc.

11. Fitness Calculator

Calculate important values such as ideal weight and body fat percentage, or prepare macronutrient diets.

12. Tennis Odds

Get tennis odds from over 50 bookmakers, updated every 3 – 8 minutes.

13. Cricket Live Data API

Get fixtures, results, and scorecards for international and domestic cricket tournaments around the world.

14. Hockey-LIVE.sk Data

Get player statistics, game reports, game schedule, team standings, and team statistics for top hockey leagues and tournaments like NHL, IIHF World Championships, and Olympic Games.

15. MMA/UFC News

Get the latest news in the UFC and MMA world, updated every hour in an easy to access JSON format.

Top 15 Free API for Travel

👉 If you want to try an easy-to-use API tool to test these APIs, check out Apipheny, an API integrator for Google Sheets. Click here to learn more about Apipheny.

1. Hotels

Query rooms, price, facilities, policies, etc. information from many hotels around the world as on the official site.

2. Flight Data

Get travel insights for your site or blog, flight price trends, and find popular destinations for your customers.

3. TrailAPI

Get information and photos for tens of thousands of outdoor recreation locations including hiking and mountain biking trails, campgrounds, ski resorts, ATV trails, and more.

4. Great Circle Mapper

Calculate the air distance and flight time between all airports worldwide.

5. IATA and ICAO Codes

Get access to rich up-to-date airline datasets with this free API

6. Railway Trains – India

Look up Indian Railway Trains by train name or number

7. Airbnb.com

Get real-time, short-term, rental data from Airbnb.

8. Best Booking.com Hotel

Fetch the best booking.com hotel in town.

9. Gas Price

Reach gasoline and diesel prices in different fuel stations in different cities.

10. Indian Railway PNR Status

Get Indian Railway PNR details in JSON format.

11. BART

Get access to all the BART service and station data available on the BART website.

12. Multimodal Trip Planner

Get routing and turn-by-turn directions for driving, cycling, walking, or multimodal public transportation.

13. Indonesian Train Schedule – Jadwal Kereta

Get train schedules for up to 5 Indonesian train origin-destinations.

14. Sentiment Analysis 2.0 for Hotel Reviews

Get 90% – 95% accurate sentiment analysis data for hotel reviews, including client loyalty, hotel opinions, location opinions, etc.

15. BikeTheT

Find out if you can take your bike on the MBTA.

Top 15 Free Data APIs

👉 If you want to try an easy-to-use API tool to test these APIs, check out Apipheny, an API integrator for Google Sheets. Click here to learn more about Apipheny.

1. Crunchbase

Build powerful applications and integrate Crunchbase into your web and mobile applications.

Get a list of relevant results from a search query that includes images, news, and related searches.

3. GeoDB Cities

Get basic info about cities, counties, regions, and countries throughout the world.

4. Google Play Store

See up to date reviews, ratings and rankings for products on the Google Play Store! An easy to use web service that retrieves current product details from Google Play Store.

5. Weather

Get access to current weather data or historical weather data with this free API for weather. This weather API requires a key.

6. Whois Lookup

Get up-to-minute results by pulling records from origin Whois servers in real-time.

7. WordsAPI

Get information about English words, including definitions, synonyms, rhymes, pronunciation, syllables, and frequency of usage, or find out about the relationships between words.

8. Referential

The fastest API to access countries, states, cities, continents, dial and zip codes in up to 20 languages.

9. URL Shortener Service

Create a short new URL from a long URL

10. IP Geolocation – IPWHOIS.io

Filter out bot traffic, customize content based on visitor’s location, display full country names, perform bulk IP geolocation, and more.

11. COVID-19 Data

Get live information on COVID-19 from reliable sources like Johns Hopkins CSSE, CDC, WHO, and others.

12. Quotes

Get random quotes in various languages from best-rated quotes from QuotePark.com.

13. Company Name Match

Identify redundant or duplicate customer information within a database or CRM system as a basis for matching records when combining multiple data sources, or as a searching mechanism to find “similar” results of company names using the similarity keys as the basis for a match.

14. Mashvisor

Access all the endpoints you need to build your application on top of Mashvisor Inc.

15. Rent Estimate 

Get accurate and current estimated rent for a property, based on millions of records in Realty Mole’s real estate property database.

Top 15 Free Finance APIs

👉 If you want to try an easy-to-use API tool to test these APIs, check out Apipheny, an API integrator for Google Sheets. Click here to learn more about Apipheny.

1. Bloomberg Market and Financial News

Query all information about indices, commodities, currencies, futures, rates, bonds, etc. as on the official Bloomberg website.

2. Alpha Vantage

Get real-time and historical data on stocks, forex (FX), and cryptocurrencies/digital currencies.

3. BraveNewCoin

Get the latest details for an asset refreshed every 5 minutes with the global USD spot price, 24-hour volume, and supply, or end-of-day open, high, low, close prices and volumes (OHLCV) for market-weighted averages (MWA) or global weighted averages (GWA).

4. Morningstar

The Morningstar free API allows you to query common stock fundamentals and other data from the Morningstar website transformed into a convenient JSON format.

5. Currency Converter

Convert one currency to another, with support for 148 currencies worldwide based on the data provided by Central Banks.

6. Stock and Options Trading Data Provider

Get real-time Options and Stock data for United States-listed options in easy to consume JSON format.

7. Yahoo Finance

Query all information about finance summary, stocks, quotes, movers, etc. as on the official Yahoo Finance website.

8. Currency

Get accurate and reliable currency exchange rates for over 150 currencies.

9. Option Chain

Get option chain and stock data in easy to consume JSON format.

10. Financial Modeling Prep

Get all companies’ financial reports, company stock prices in real-time.

11. Latest Mutual Fund NAV

Get the latest NAV information of all mutual funds in India from the Association of Mutual Funds of India (AMFI).

12. Breaking News

This free breaking news API allows you to get news from across the globe and information on the latest breaking business and financial news.

13. Gold Price – Live

Get the current latest price of gold and silver in US dollars per ounce.

14. Mortgage Payments

Calculate monthly mortgage payments, including principal and interest, taxes, homeowners insurance, and mortgage insurance.

15. Global Ethereum Price Index – GEX

Get GEX data for 165+ currencies dating back to 2010 in easy to consume JSON format.