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Google Cloud Natural Language API

By Google

4.3 out of 5 stars

How would you rate your experience with Google Cloud Natural Language API?

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Google Cloud Natural Language API Pros and Cons: Top Advantages and Disadvantages

Quick AI Summary Based on G2 Reviews

Generated from real user reviews

Users appreciate the customizable APIs of Google Cloud Natural Language API, enabling tailored solutions for various needs. (2 mentions)
Users value the high accuracy of Google Cloud Natural Language API, significantly enhancing their NLP projects and analyses. (1 mentions)
Users value the customizability and automation features of Google Cloud Natural Language API for efficient NLP solutions. (1 mentions)
Users value the ease of database integration with Google Cloud Natural Language API for effective decision-making in healthcare. (1 mentions)
Users value the automation capabilities of Google Cloud Natural Language API, enhancing efficiency with minimal coding required. (1 mentions)
Users appreciate the ease of use and automation features of Google Cloud Natural Language API for NLP tasks. (1 mentions)
Users appreciate the ease of NLP operations with Google Cloud Natural Language API, integrating pre-trained models effortlessly. (1 mentions)
Users find the API not user-friendly, citing difficulties in understanding and using its features effectively. (1 mentions)

Top Pros or Advantages of Google Cloud Natural Language API

1. Cloud Computing
Users appreciate the customizable APIs of Google Cloud Natural Language API, enabling tailored solutions for various needs.
See 2 mentions

See Related User Reviews

Verified User
U

Verified User

Enterprise (> 1000 emp.)

5.0/5

"Always recommend for NLP/ML/AI projects."

What do you like about Google Cloud Natural Language API?

We can create our own APIs for NLP. Test an API with the Automation feature. Secure with virtual cloud servers. Availability of pre-trained models. NL

CA. Dishi T.
CT

CA. Dishi T.

Enterprise (> 1000 emp.)

5.0/5

"Various machine learning to n number of peopleople"

What do you like about Google Cloud Natural Language API?

Google cloud is best in everything like I used natural language API help healthcare services its best feature is it allows users to upload their datab

2. Accuracy
Users value the high accuracy of Google Cloud Natural Language API, significantly enhancing their NLP projects and analyses.
See 1 mentions

See Related User Reviews

Verified User
U

Verified User

Enterprise (> 1000 emp.)

5.0/5

"Always recommend for NLP/ML/AI projects."

What do you like about Google Cloud Natural Language API?

We can create our own APIs for NLP. Test an API with the Automation feature. Secure with virtual cloud servers. Availability of pre-trained models. NL

3. AI Technology
Users value the customizability and automation features of Google Cloud Natural Language API for efficient NLP solutions.
See 1 mentions

See Related User Reviews

Verified User
U

Verified User

Enterprise (> 1000 emp.)

5.0/5

"Always recommend for NLP/ML/AI projects."

What do you like about Google Cloud Natural Language API?

We can create our own APIs for NLP. Test an API with the Automation feature. Secure with virtual cloud servers. Availability of pre-trained models. NL

4. Application Development
Users value the ease of database integration with Google Cloud Natural Language API for effective decision-making in healthcare.
See 1 mentions

See Related User Reviews

CA. Dishi T.
CT

CA. Dishi T.

Enterprise (> 1000 emp.)

5.0/5

"Various machine learning to n number of peopleople"

What do you like about Google Cloud Natural Language API?

Google cloud is best in everything like I used natural language API help healthcare services its best feature is it allows users to upload their datab

5. Automation
Users value the automation capabilities of Google Cloud Natural Language API, enhancing efficiency with minimal coding required.
See 1 mentions

See Related User Reviews

Verified User
U

Verified User

Enterprise (> 1000 emp.)

5.0/5

"Always recommend for NLP/ML/AI projects."

What do you like about Google Cloud Natural Language API?

We can create our own APIs for NLP. Test an API with the Automation feature. Secure with virtual cloud servers. Availability of pre-trained models. NL

6. Natural Language Processing
Users appreciate the ease of use and automation features of Google Cloud Natural Language API for NLP tasks.
See 1 mentions

See Related User Reviews

Verified User
U

Verified User

Enterprise (> 1000 emp.)

5.0/5

"Always recommend for NLP/ML/AI projects."

What do you like about Google Cloud Natural Language API?

We can create our own APIs for NLP. Test an API with the Automation feature. Secure with virtual cloud servers. Availability of pre-trained models. NL

7. NLP Capabilities
Users appreciate the ease of NLP operations with Google Cloud Natural Language API, integrating pre-trained models effortlessly.
See 1 mentions

See Related User Reviews

Verified User
U

Verified User

Enterprise (> 1000 emp.)

5.0/5

"Always recommend for NLP/ML/AI projects."

What do you like about Google Cloud Natural Language API?

We can create our own APIs for NLP. Test an API with the Automation feature. Secure with virtual cloud servers. Availability of pre-trained models. NL

Top Cons or Disadvantages of Google Cloud Natural Language API

1. Not User-Friendly
Users find the API not user-friendly, citing difficulties in understanding and using its features effectively.
See 1 mentions

See Related User Reviews

CA. Dishi T.
CT

CA. Dishi T.

Enterprise (> 1000 emp.)

5.0/5

"Various machine learning to n number of peopleople"

What do you dislike about Google Cloud Natural Language API?

Sometime it is hard to understand and use

Google Cloud Natural Language API Reviews (97)

Reviews

Google Cloud Natural Language API Reviews (97)

4.3
97 reviews
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G2 reviews are authentic and verified.
Debjyoti S.
DS
Lead Data Scientist
Consulting
Enterprise (> 1000 emp.)
"Easy to Implement and Accurate"
What do you like best about Google Cloud Natural Language API?

The Orchestration of Conversation Flow is easier to implement and also the accuracy with less training data is a plus. Review collected by and hosted on G2.com.

What do you dislike about Google Cloud Natural Language API?

The pricing is bit on a higher side for custom models. Review collected by and hosted on G2.com.

CA. Dishi T.
CT
Area Credit Manager
Enterprise (> 1000 emp.)
"Various machine learning to n number of peopleople"
What do you like best about Google Cloud Natural Language API?

Google cloud is best in everything like I used natural language API help healthcare services its best feature is it allows users to upload their database and big files

And give all the good decisions for any database Review collected by and hosted on G2.com.

What do you dislike about Google Cloud Natural Language API?

Sometime it is hard to understand and use Review collected by and hosted on G2.com.

Bestman E.
BE
Machine Learning Engineering
Mid-Market (51-1000 emp.)
"Non-naive Simplification of the ML Inference Pipeline on GCP using Vertex AI"
What do you like best about Google Cloud Natural Language API?

The most helpful aspects of using GCP NLP API are the integrated UI/environment and simplified design. The key features are prominent to locate while the categories of each feature application are well sorted in a hierarchy of importance.

Implementing NLP is straightforward but requires lengthy lines of code when using other APIs external to the GCP.

Customer Support is efficient due to frequent use. However, the technical skill of each customer service agent significantly varies from my experience. I observed varied levels of technical understanding of the GCP among the staff which I could describe as degraded due to my last encounter.

I periodically use the GCP especially for training/ research but not in production at the moment because I also use the AWS platform which is better simplified in my opinion but the GCP is more cost-efficient. The Vertex AI platform is robust and integrates well with other ML cloud providers and major data warehouses. Review collected by and hosted on G2.com.

What do you dislike about Google Cloud Natural Language API?

The downside of GCP NLP API is the over-population of the applications in each feature category and the low throughput and network latency for users outside the USA with particular reference to Nigeria, and Africa at large. It is difficult to optimise the ML application due to delayed inference time which would have implications for multi-threaded ML pipeline applications. Review collected by and hosted on G2.com.

Sameeksh T.
ST
Microsoft Learn Student Ambassador
Small-Business (50 or fewer emp.)
"Personal Opinion/Experience with Google Cloud Natural API"
What do you like best about Google Cloud Natural Language API?

Recently I was working on a project named "Sentiment Analysis" in integration with Google Cloud Natural Language API. When I used it to analyze text data for my "Sentiment Analysis" project, it did an excellent job correctly identifying whether the sentiment was positive, negative, or neutral. Also what I liked the most is the documentation itself, allowing me to get up and run quickly. Additionally the multilingual support feature was a nice bonus that could come in handy for future text analysis needs. Overall I had a good experince with Google Cloud's Natural Langauage API, and planning to further use it in other upcoming projects as well. Review collected by and hosted on G2.com.

What do you dislike about Google Cloud Natural Language API?

As of now I do have a good experience using the Google Cloud Natural Language API, but I think it would be nice if offers a more affordable flat-rate pricing tier for individual developers or smaller use cases. Other than the pricing I enjoyed well using this Natural Language API by Google Cloud. Review collected by and hosted on G2.com.

Anish R.
AR
Software Engineer
Enterprise (> 1000 emp.)
"Experience with Google Cloud Natural Language API"
What do you like best about Google Cloud Natural Language API?

Google cloud provides it own pretrained model for NLP related tasks. A ready to use API, what else do you need! You can use the pretrained model as an API, or you can train your custom model too based on your needs. Review collected by and hosted on G2.com.

What do you dislike about Google Cloud Natural Language API?

The models are excellent and suits all my needs. I havent found any dislikes as such yet Review collected by and hosted on G2.com.

Verified User in Computer Software
UC
Mid-Market (51-1000 emp.)
"Google cloud platforms reviews"
What do you like best about Google Cloud Natural Language API?

Google cloud team providing each every ready mate softwares applications tools and platforms for cloud computing cloud engineering technology for developers. That is that one thing I like about Google Cloud Platforms.

Google Cloud Natural Language API has its own advantages for me as developing AI tools and sites. This API has helping in empowering as and analyzing content i ln a better way like speech and text conversions.

Machine learning algorithmsbl can give better understanding and analysis of websites contents.

Linguistic enhancement.

To generate content in various languagess.

Content text analysis and improvements with the help of Google cloud NLP. Review collected by and hosted on G2.com.

What do you dislike about Google Cloud Natural Language API?

Nothing as per m ly experience and knowledge.. As it has very limited uses for particular projects only. Review collected by and hosted on G2.com.

Anant s.
AS
Small-Business (50 or fewer emp.)
"Tapping into Words: An Examination of Google Cloud's Language Understanding Tool"
What do you like best about Google Cloud Natural Language API?

What I enjoy most about the­ Google Cloud Natural Language API is its strong and flexible­ skills in precisely examining and compre­hending language, providing capabilities like­ sentiment examination, e­ntity recognition, and language identification with re­markable correctness and quickne­ss. Review collected by and hosted on G2.com.

What do you dislike about Google Cloud Natural Language API?

One possible­ downside of using Google Cloud Natural Language API is its pricing mode­l, which could get costly for huge volumes of use­ or constant utilization, particularly for companies with financial limits or unpredictable patte­rns of how often it's used. Review collected by and hosted on G2.com.

BO
Member of Technical Staff
Mid-Market (51-1000 emp.)
"Review of Cloud Natural Language API"
What do you like best about Google Cloud Natural Language API?

I have worked on a project in which we are using it for sentiment analysis, e­ntity recognition and language identification. It work very good for many regional indian languages, and able to get its sentiment for it. we can also use it as a translator. Review collected by and hosted on G2.com.

What do you dislike about Google Cloud Natural Language API?

I have not find any downside of it, yes there are room for improvement. Customer supprot is average, and the documentation can be improved. Review collected by and hosted on G2.com.

Atmanand G.
AG
Cloud Lead
Small-Business (50 or fewer emp.)
"Quick and precise answer from the API"
What do you like best about Google Cloud Natural Language API?

Enabling the API is very easy and obviously giving access to specific people in team. Next talking about the product specifically, then yes, its fast, the replies are generated and sent very quickly. Secondly the asnwers are precise to great probabiliyt, most of the time, or almost every time the conversion of Speech to text or other speech processing is very precise and upto the mark. Review collected by and hosted on G2.com.

What do you dislike about Google Cloud Natural Language API?

Compared to other alternatives in the market, i wouldnt say anyting specifically ther is to dislike about this product at all. Only one thing i found lagging with any service is that, how cool it will be to have this service you in offline mode, when there is cut off from the outside world in certain situations and applications for a while. Other than that, there is nothing which comes to my mind as of now. Review collected by and hosted on G2.com.

Abhiraj B.
AB
Cultural Co-Head
Small-Business (50 or fewer emp.)
"An overview of NLP API"
What do you like best about Google Cloud Natural Language API?

It is a seamless tool with minimal delay and it also supports multiple languages, which was a very attractive feature for me. Review collected by and hosted on G2.com.

What do you dislike about Google Cloud Natural Language API?

Although having it's fair share of advantages, the model cannot be tuned further towards any specific or personal use and also it is hard to integrate with other models. Review collected by and hosted on G2.com.