Rasa NLU
p/rasa-nlu
Open source, drop-in replacement for NLP tools like wit.ai
Cat Noone
Rasa NLU β€” Open source, drop-in replacement for NLP tools like wit.ai
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Replies
timo dechau
Congrats Alex & Alan! This comes on my list to check it out during the season.
Nils S.
This is great, will definitely give it a try. We had such bad experience with Wit.ai and Api.ai, (still many bugs) and I think it's not worth yet building your company/product based on it.
Alan Nichol
Hello PH! As much as we love third party NLP APIs (wit.ai, LUIS, api.ai) for making prototypes, we found that when your bot gets some traction you inevitably want to become independent. Why should you use rasa NLU? - Own your data, don't hand everything over to Facebook / Google / Microsoft - Faster : Runs locally so no network overhead - Customisable : get better performance by tweaking models for your application. It doesn't make sense for every bot team to re-build their own NLP, so we thought we'd open source ours so we can all collaborate instead. This is our first step in making the bot community more open & collaborative, and we're extremely excited about the enthusiastic response we've received so far πŸš€ Happy to answer any questions :)
Matty Mariansky
rasa was easy to train and customize to our use cases. We really like the extra speed gain without the roundtrip to an external provider, plus keeping our training data under our control. Great product overall!
Marcin Piekarski
Hey @mmariansky did you create many dialogues/conversations using RASA? What did you think? Any issues?
Hicham Tahiri
If it is as good as it claims to be, this is SICK ! Anyway thanks for sharing guys 😍
Alan Nichol
@hicham_t thanks! If there's anything you're missing - please create PR ;) or create an issue and we can discuss on GitHub how to make it happen
Christoph
Like the project. How does mitie works in comparison with spacy/sklearn backend, do you have any experiences or recommendations for specific use cases?
Alan Nichol
@chs_sch yep! feel free to email hi@rasa.ai and I can advise you.
Andrew Magliozzi
If you're serious about conversational software you can't rely on 3rd party APIs. Our use case is extremely demanding and rasa handles it well.
Oleh A Mykhaylovych
Looks great Alana, as was about to jump seriously into WIT. Thanks for doing that, however can you give your measure on time spent to design dialogs, suppose you have nothing like UI tool to help in doing so? (just for lazy people to write a code)
John Fowler
Wow, really nice to see this on PH. I recently started building an intelligent agent to run my home automation. Am using Wit.ai, but seriously considering changing to Rasa. Well done @tombocklisch @alexweidauer & @alanmnichol
Pradeep Sharma
@alanmnichol I was looking for such solution. Great work and commendable step to open source it. can you tell us more about your thought process to take the decision to open source it, do you have any plan to support it's further development?
Alan Nichol
@pradeep_io we organise a bot meetup in Berlin, so we've spoken to lots and lots of bot developers. We saw that the teams who were a bit further in terms of traction were shifting away from 3rd party APIs, and we just thought it would make more sense to collaborate on a library rather than have everyone reinvent the same things :)