Alternatives to LLMStack logo

Alternatives to LLMStack

Twilio, Twilio SendGrid, Amazon SES, Mailgun, and Mandrill are the most popular alternatives and competitors to LLMStack.
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What is LLMStack and what are its top alternatives?

It is a no-code platform for building generative AI applications, chatbots, agents and connecting them to your data and business processes. It is a framework to build new AI experiences or integrate AI into your existing products.
LLMStack is a tool in the Large Language Model Tools category of a tech stack.
LLMStack is an open source tool with 1.6K GitHub stars and 237 GitHub forks. Here’s a link to LLMStack's open source repository on GitHub

Top Alternatives to LLMStack

  • Twilio
    Twilio

    Twilio offers developers a powerful API for phone services to make and receive phone calls, and send and receive text messages. Their product allows programmers to more easily integrate various communication methods into their software and programs. ...

  • Twilio SendGrid
    Twilio SendGrid

    Twilio SendGrid's cloud-based email infrastructure relieves businesses of the cost and complexity of maintaining custom email systems. Twilio SendGrid provides reliable delivery, scalability & real-time analytics along with flexible API's. ...

  • Amazon SES
    Amazon SES

    Amazon SES eliminates the complexity and expense of building an in-house email solution or licensing, installing, and operating a third-party email service. The service integrates with other AWS services, making it easy to send emails from applications being hosted on services such as Amazon EC2. ...

  • Mailgun
    Mailgun

    Mailgun is a set of powerful APIs that allow you to send, receive, track and store email effortlessly. ...

  • Mandrill
    Mandrill

    Mandrill is a new way for apps to send transactional email. It runs on the delivery infrastructure that powers MailChimp. ...

  • Amazon SNS
    Amazon SNS

    Amazon Simple Notification Service makes it simple and cost-effective to push to mobile devices such as iPhone, iPad, Android, Kindle Fire, and internet connected smart devices, as well as pushing to other distributed services. Besides pushing cloud notifications directly to mobile devices, SNS can also deliver notifications by SMS text message or email, to Simple Queue Service (SQS) queues, or to any HTTP endpoint. ...

  • OpenAI
    OpenAI

    Creating safe artificial general intelligence that benefits all of humanity. Our work to create safe and beneficial AI requires a deep understanding of the potential risks and benefits, as well as careful consideration of the impact. ...

  • LangChain
    LangChain

    It is a framework built around LLMs. It can be used for chatbots, generative question-answering, summarization, and much more. The core idea of the library is that we can “chain” together different components to create more advanced use cases around LLMs. ...

LLMStack alternatives & related posts

Twilio logo

Twilio

11.3K
8.7K
521
Bring voice and messaging to your web and mobile applications.
11.3K
8.7K
+ 1
521
PROS OF TWILIO
  • 148
    Powerful, simple, and well documented api
  • 88
    RESTful API
  • 66
    Clear pricing
  • 61
    Great sms services
  • 58
    Low cost of entry
  • 29
    Global SMS Gateway
  • 14
    Good value
  • 12
    Cloud IVR
  • 11
    Simple
  • 11
    Extremely simple to integrate with rails
  • 6
    Great for startups
  • 5
    SMS
  • 3
    Great developer program
  • 3
    Hassle free
  • 2
    Text me the app pages
  • 1
    New Features constantly rolling out
  • 1
    Many deployment options, from build from scratch to buy
  • 1
    Easy integration
  • 1
    Two factor authentication
CONS OF TWILIO
  • 4
    Predictable pricing
  • 2
    Expensive

related Twilio posts

Ravi Sathanapalli
Director Product Management at Centime · | 7 upvotes · 125.6K views
Shared insights
on
TwilioTwilioAmazon SNSAmazon SNS

Hi, We are looking to implement 2FA - so that users would be sent a Verification code over their Email and SMS to their phone.

We faced some limitations with Amazon SNS where we could either send the verification code to email OR to the phone number, while we want to send it to both.

We also are looking to make the 2FA more flexible by adding any other options later on.

What are the best alternatives to SNS for this use case and purpose? Looked at Twilio but want to explore other options before making a decision.

Would be great to know what the experience with Twilio has been, especially the limitations/issues with Twilio...

Appreciate any input from users of Twilio and others who have had similar use cases.

See more
Cheri Booth
Vendor Relationship Manager at Storage Asset Management · | 6 upvotes · 62.8K views
Shared insights
on
ClickatellClickatellTwilioTwilio

Searching for options for SMS that integrates with SiteLink and will allow personalization of text and tracking of both incoming/outgoing messages with reporting (Time, date, call#, etc) Have been looking at Twilio, and seems most leaning toward this. Are there any other options known that integrate into SiteLink? Also looked at Clickatell.

See more
Twilio SendGrid logo

Twilio SendGrid

10.6K
5.6K
720
Email Delivery. Simplified.
10.6K
5.6K
+ 1
720
PROS OF TWILIO SENDGRID
  • 190
    Easy setup
  • 137
    Cheap and simple
  • 107
    Easy email integration!
  • 86
    Reliable
  • 58
    Well-documented
  • 28
    Generous free allowance to get you started
  • 25
    Trackable
  • 21
    Heroku add-on
  • 15
    Azure add-on
  • 13
    Better support for third party integrations
  • 6
    Simple installation
  • 6
    Free plan
  • 4
    Helpful evangelist staff
  • 4
    Great client libraries
  • 3
    Great support
  • 3
    Better customer support than the competition
  • 3
    Great add-ons
  • 2
    Nice dashboard
  • 2
    Scalable
  • 1
    Web editor for templates
  • 1
    Cool setup
  • 1
    Within integration
  • 1
    Easy set up
  • 1
    Free
  • 1
    Great customer support
  • 1
    Google cloud messaging
CONS OF TWILIO SENDGRID
  • 3
    Google analytics integration is not campaign-specific
  • 1
    Shared IP blacklist removal takes months
  • 0
    Shares IP blacklist removal

related Twilio SendGrid posts

Luke Hamilton
Sr. Engineer at StackShare · | 4 upvotes · 80.3K views

At StackShare we were discussing how to increase the retention of our newly signed up users. We hypothesized that if we made certain changes to the emails in our on-boarding process we could increase our retention and activation of users.

We decided to use sendwithus because it offered us the ability to A/B test our transactional emails. We also utilized the sendwithus analytics dashboard to gain real time insight into the performance of our email campaigns. Furthermore sendwithus has a Rails gem that allowed us to easily integrate the product into our application. We were also able to integrate sendwithus with our SendGrid account. #ABTestingAnalytics #TransactionalEmail

See more
Julien DeFrance
Principal Software Engineer at Tophatter · | 3 upvotes · 546.7K views

Nexmo vs Twilio ?

Back in the early days at SmartZip Analytics, that evaluation had - for whatever reason - been made by Product Management. Some developers might have been consulted, but we hadn't made the final call and some key engineering aspects of it were omitted.

When revamping the platform, I made sure to flip the decision process how it should be. Business provided an input but Engineering lead the way and has the final say on all implementation matters. My engineers and I decided on re-evaluating the criteria and vendor selection. Not only did we need SMS support, but were we not thinking about #VoiceAndSms support as the use cases evolved.

Also, on an engineering standpoint, SDK mattered. Nexmo didn't have any. Twilio did. No-one would ever want to re-build from scratch integration layers vendors should naturally come up with and provide their customers with.

Twilio won on all fronts. Including costs and implementation timelines. No-one even noticed the vendor switch.

Many years later, Twilio demonstrated its position as a leader by holding conferences in the Bay Area, announcing features like Twilio Functions. Even acquired Authy which we also used for 2FA. Twilio's growth has been amazing. Its recent acquisition of SendGrid continues to show it.

See more
Amazon SES logo

Amazon SES

9.8K
5.9K
328
Bulk and transactional email-sending service.
9.8K
5.9K
+ 1
328
PROS OF AMAZON SES
  • 102
    Reliable
  • 97
    Cheap
  • 57
    Integrates with other aws services
  • 52
    Easy setup
  • 18
    Trackable
  • 2
    Easy rails setup
CONS OF AMAZON SES
    Be the first to leave a con

    related Amazon SES posts

    Cyril Duchon-Doris

    We decided to use AWS Lambda for several serverless tasks such as

    • Managing AWS backups
    • Processing emails received on Amazon SES and stored to Amazon S3 and notified via Amazon SNS, so as to push a message on our Redis so our Sidekiq Rails workers can process inbound emails
    • Pushing some relevant Amazon CloudWatch metrics and alarms to Slack
    See more
    Shared insights
    on
    Amazon SESAmazon SESMailchimpMailchimp

    I would like to know how I can implement a transactional email, or if it is possible to do so, like Mailchimp, using Amazon SES. I want to have the flexibility of creating emails like MailChimp, with a bulk email sending capability. Is it as simple with AWS SES as it is with MailChimp? If so, then how can I implement that for my own product? Thanks!

    See more
    Mailgun logo

    Mailgun

    7.9K
    4.2K
    656
    The Email Service for Developers.
    7.9K
    4.2K
    + 1
    656
    PROS OF MAILGUN
    • 178
      Quick email integration
    • 148
      Free plan
    • 91
      Easy setup
    • 67
      Ridiculously reliable
    • 53
      Extensive apis
    • 30
      Great for parsing inbound emails
    • 25
      Nice UI
    • 22
      Developer-centric
    • 15
      Excellent customer support
    • 12
      Heroku Add-on
    • 4
      Easy to view logs of sent emails
    • 4
      Email mailbox management for developers
    • 2
      Great PHP library
    • 2
      Great documentation
    • 2
      Great customer support, love rackspace
    • 1
      Better than sendgrid not ask too many question
    CONS OF MAILGUN
    • 2
      Cost
    • 2
      No HTTPS tracking links supported
    • 1
      Emails go to spam due to blacklisted IP's of mailgun
    • 1
      Cannot create multiple api keys

    related Mailgun posts

    Todd Gardner
    Shared insights
    on
    MandrillMandrillMailgunMailgun
    at

    We've moved our transactional email away from Mandrill to Mailgun. We had continued using Mandrill after Mailchimp deprecated the service awhile back, because the amount of credits we were offered essentially made it free.

    However, following a couple weeks of frequent downtime and poor service transparency from Mandrill, we decided it was time to make the switch. It appears they no longer had any engineers with the ability to identify the core problems.

    Mailgun has been more reliable, yet not as reliable as we expected. We still see issues a few times per week with the API failing when we attempt to make a call. The Reporting UI is way better.

    See more
    Mandrill logo

    Mandrill

    4.4K
    1.6K
    926
    Send transactional, triggered, and personalized email, then track results.
    4.4K
    1.6K
    + 1
    926
    PROS OF MANDRILL
    • 189
      Simple installation
    • 141
      Great api
    • 123
      Generous free allowance to get you started
    • 114
      Cheap and simple
    • 99
      Trackable
    • 59
      Well-documented
    • 54
      Doesn't go to spam
    • 47
      Great for mailchimp users
    • 32
      Webhooks
    • 28
      Client libraries
    • 7
      Heroku Add-on
    • 6
      Easy to use
    • 5
      Meaningful Metrics
    • 5
      Free
    • 3
      Advanced Tagging and Reports
    • 3
      Mobile Access
    • 3
      Status Update
    • 2
      Very chimp-like
    • 2
      Great Documentation
    • 2
      love this service
    • 1
      Free Plan
    • 1
      Webhooks for bounce mail
    CONS OF MANDRILL
    • 1
      Really hard to pull analytics out via api

    related Mandrill posts

    Todd Gardner
    Shared insights
    on
    MandrillMandrillMailgunMailgun
    at

    We've moved our transactional email away from Mandrill to Mailgun. We had continued using Mandrill after Mailchimp deprecated the service awhile back, because the amount of credits we were offered essentially made it free.

    However, following a couple weeks of frequent downtime and poor service transparency from Mandrill, we decided it was time to make the switch. It appears they no longer had any engineers with the ability to identify the core problems.

    Mailgun has been more reliable, yet not as reliable as we expected. We still see issues a few times per week with the API failing when we attempt to make a call. The Reporting UI is way better.

    See more
    Shared insights
    on
    MailchimpMailchimpMandrillMandrill

    Hi, I've noticed my Mandrill emails are being received fine but my Mailchimp emails, about 75% are going into junk mail. I was wondering is it possible I have missed some sort of integration or can I send my Mailchimp marketing emails via mandrill?

    Need help to somehow reduce the number of my emails going into junk mail, can someone help?

    See more
    Amazon SNS logo

    Amazon SNS

    1.4K
    1.2K
    18
    Fully managed push messaging service
    1.4K
    1.2K
    + 1
    18
    PROS OF AMAZON SNS
    • 12
      Low cost
    • 6
      Supports multi subscribers
    CONS OF AMAZON SNS
      Be the first to leave a con

      related Amazon SNS posts

      Cyril Duchon-Doris

      We decided to use AWS Lambda for several serverless tasks such as

      • Managing AWS backups
      • Processing emails received on Amazon SES and stored to Amazon S3 and notified via Amazon SNS, so as to push a message on our Redis so our Sidekiq Rails workers can process inbound emails
      • Pushing some relevant Amazon CloudWatch metrics and alarms to Slack
      See more
      Ravi Sathanapalli
      Director Product Management at Centime · | 7 upvotes · 125.6K views
      Shared insights
      on
      TwilioTwilioAmazon SNSAmazon SNS

      Hi, We are looking to implement 2FA - so that users would be sent a Verification code over their Email and SMS to their phone.

      We faced some limitations with Amazon SNS where we could either send the verification code to email OR to the phone number, while we want to send it to both.

      We also are looking to make the 2FA more flexible by adding any other options later on.

      What are the best alternatives to SNS for this use case and purpose? Looked at Twilio but want to explore other options before making a decision.

      Would be great to know what the experience with Twilio has been, especially the limitations/issues with Twilio...

      Appreciate any input from users of Twilio and others who have had similar use cases.

      See more
      OpenAI logo

      OpenAI

      538
      109
      0
      Creating safe AGI that benefits all
      538
      109
      + 1
      0
      PROS OF OPENAI
        Be the first to leave a pro
        CONS OF OPENAI
          Be the first to leave a con

          related OpenAI posts

          LangChain logo

          LangChain

          532
          108
          0
          Build AI apps with LLMs through composability
          532
          108
          + 1
          0
          PROS OF LANGCHAIN
            Be the first to leave a pro
            CONS OF LANGCHAIN
              Be the first to leave a con

              related LangChain posts