Does Google Cloud Natural Language API provide event detection of events such as disinvestment?
Ex : If there is a news article on a government disinvesting in an entity (say exit power generation sector), does Google's NLP API catch this as an event?
Thanks,
Bhasker
I evaluated Google's NLP API and it did not. However, it's been a few months back when I evaluated it. Also, it didn't yet recognize dates as entities. Hope that helps. I'm sure they'll be improving it soon, especially with their recent purchase of API.ai.
Related
I'm building chatbots with the Microsoft Bot Framework (and the Composer). To help troubleshoot problems with my bot, or identify issues, it would be helpful if I could see detailed information on LUIS's classification of user intents. I have used other bot frameworks that have a way to see, for example, intent classification confidence. This information would be extremely useful to identify times when the bot is more likely to have screwed up in its responses.
You can use LUIS API to get predictions from your LUIS APP rather than using the default composer mechanism of getting predictions from LUIS.
Make a LUIS API call with your query.
LUIS returned the predictions.
Store the LUIS response in application insights (or any logging application you are using)
Periodically, you can see the logs, which will give you insights into LUIS prediction for each query.
I am making an application that shows real-time status for a Valorant game. like players alive, the type of weapons each play has, time remaining, etc.
Is it possible to use Riot Valorant API to do this for live matches or for previously played matches?
As per my knowledge you couldn't. But I think you should try with Riot Games' official production API, not development API.
Let me know if you find something relatable.
(This is adding onto Sanskar's answer, which I cannot comment on as I lack the required 'reputation')
I'm aware that this is an old question, but for anyone who happens to have stumbled upon this question, there is no way to obtain real-time in-game events however, there is a way to retrieve certain data from a match-- only except, not in an official way that does go against Riot Game's TOS of using third party software. Though, I wouldn't worry about this too much as long as you do not ruin the competitive integrity of the game by providing yourself with an in-game advantage over others in the game. I personally have been using this for over a year now and have not received any form of punishment for doing so.
Anyhow, back to the actual question of this thread, check out this document of API endpoints that have been scraped through monitoring HTTP traffic of the Riot Client. https://github.com/techchrism/valorant-api-docs/tree/trunk/docs/ You'll need to obtain certain authorization tokens of the Valorant account through whatever methods are available to you (I pray that it is through lawful means :) ), which highly depends on the type of endpoint. There are certain wrappers for these endpoints already made by other users somewhere on GitHub, and you can always ask for help in the small community of developers that are using these endpoints in the README of the GitHub page I sent in this post.
REMEMBER TO NOT DO ANYTHING THAT WOULD CREATE AN UNFAIR ADVANTAGE, OR ANYTHING ELSE THAT A RIOT EMPLOYEE WOULD NOT APPROVE OF USING THIS :)
When searching in Yammer it uses an /api/v2/search endpoint like this:
https://www.yammer.com/api/v2/search/models?search=test&start=0&size=20&model_types=threads&_network=xxxxxxx&relevance=DEFAULT
Compared to the v1 search endpoint this returns more data. We need this data. And we successfully tested using this v2 endpoint.
Now the question: Is this v2 search endpoint safe to use? Is it "official"? Maybe somebody from Yammer reads along - on their Help page it says:
We encourage you to post all programming questions to StackOverflow
with a #yammer hashtag
So here we are. Any help is appreciated.
The Yammer v2 search API endpoint is not yet officially supported for third-party use. This is because we anticipate the need to make changes to it as we build it out. There are no plans to lock developers out of experimenting with the v2 search API. However, when developing any important functionality against this API, automated testing should be used to detect any unannounced breaking changes that we make while we continue to build it out.
We are trying to create a multi-language chat bot using Azure Bot Framework and LUIS.
While designing the architecture we are struggling to understand following points:
I am not able to see 'en-GB' in the list of supported languages mentioned in following blog.
https://learn.microsoft.com/en-us/azure/cognitive-services/luis/luis-supported-languages.
Does that mean LUIS does not support 'en-GB'?
If so, will LUIS really struggle to understand the query written in 'en-GB' as far as this app is just a chat bot and not voice bot?
Do we need to do anything special so that LUIS can understand query written in any supported language say 'de-DE' and map it to utterances modeled in 'English'?
I am not able to see 'en-GB' in the list of supported languages mentioned in following blog.
https://learn.microsoft.com/en-us/azure/cognitive-services/luis/luis-supported-languages.
Does that mean LUIS does not support 'en-GB'?
Yes. But in fact the announced language is English, not American English or British English (see below)
If so, will LUIS really struggle to understand the query written in 'en-GB' as far as this app is just a chat bot and not voice bot?
You can use en-US language. There is no link with chat vs voice capability, LUIS is only treating text items. For voice, you need to use other tools first like STT (Speech-to-text) tools.
Do we need to do anything special so that LUIS can understand query written in any supported language say 'de-DE' and map it to
utterances modeled in 'English'?
Yes, you have to translate your items.
When you create a project (called an app) in LUIS, the 1st setting that you must provide is the Culture (see capture below).
If you want to use several languages in a chatbot project for example, you have at least 2 possibilities:
Create 1 LUIS app for each language, and call the right one. You can select the right one by several ways (using the locale if selected by the user, or using Language detection APIs for example)
Create 1 global LUIS app in 1 language (choosing English may be the right option as LUIS main feature are available in English first) and make a translation before calling LUIS.
I would recommend the 1st solution because translation is never perfect and may be loosing context which can be important for LUIS.
In LUIS, we have text/synonym recommendation in the entity/phrase list generation. Do anyone have idea on the api that is used for the synonym recommendation. We wanted to integrate the cognitive service api to get the synonym of the input text in one of the client application but we could not get any relevant Microsoft service to attain this.
[I am unable to provide sample code because of the nature of the question]
Luis Text Analytics
TextAnaytics API
Thanks
Unfortunately, we don't have any API for synonym recommendation yet. You can request this as feature here.