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Retool VS LangChain

Compare Retool VS LangChain and see what are their differences

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Contents:
  1. » Base Details
  2. » Videos
  3. » Reviews
  4. » Alternatives

Retool logo Retool

Build custom internal tools in minutes.

LangChain logo LangChain

Framework for building applications with LLMs through composability
  • Retool Landing page
    Landing page //
    2023-08-04
  • LangChain Landing page
    Landing page //
    2024-05-17

Retool

Website
retool.com
Pricing URL
Official Retool Pricing
$ Details
freemium $10.0 / Monthly (Startup)
Release Date
2017 January
Startup details
Country
United States
State
California
City
San Francisco
Founder(s)
David Hsu
Employees
10 - 19
Edit details

LangChain

Website
langchain.com
Pricing URL
-
$ Details
-
Release Date
-
Edit details

Retool features and specs

  • Speed of Development
    Retool allows developers to rapidly build internal tools with a drag-and-drop interface, reducing the time it takes to get functional applications up and running.
  • Integration Capabilities
    Retool supports integration with a wide range of databases, APIs, and other services, making it easier to connect different data sources and systems.
  • Customizability
    While Retool provides prebuilt components, it also allows for custom code and scripting, enabling developers to tailor applications to specific requirements.
  • Collaboration Features
    Retool supports collaborative features, such as sharing applications with team members and version control, making it easier to work in teams.
  • Security
    Retool provides robust security features, including access control and data encryption, to help protect sensitive information.

Possible disadvantages of Retool

  • Cost
    Retool can be relatively expensive compared to building internal tools from scratch or using some other platforms, potentially making it less accessible for smaller teams or startups.
  • Learning Curve
    Despite its user-friendly interface, there can be a learning curve for new users who need to become familiar with its specific functionalities and scripting capabilities.
  • Customization Limitations
    Though Retool offers customizability, there might be certain limitations compared to fully bespoke solutions, impacting highly specific or complex use cases.
  • Dependency on Retool
    Relying heavily on Retool may create a dependency that could be problematic if the company changes its pricing, features, or discontinues services.
  • Performance
    For very large datasets or highly complex operations, performance can become an issue, as it is with many platform-based solutions.

LangChain features and specs

  • Modular Design
    LangChain's modular design allows for easy customization and flexibility, enabling developers to build applications by combining different components like language models, prompts, and chains.
  • Integration with Various LLMs
    LangChain supports integration with several large language models, making it versatile for developers looking to leverage different AI models depending on their use case.
  • Advanced Prompt Management
    LangChain offers nuanced prompt management capabilities which help in efficiently generating and tuning prompts tailored for specific tasks and models.
  • Chain Building
    The framework enables the creation of complex chains of operations, making it easier to design sophisticated language processing pipelines.
  • Community and Documentation
    LangChain has an active community and good documentation, providing ample resources and support for developers new to the platform.

Possible disadvantages of LangChain

  • Learning Curve
    Due to its modularity and the breadth of features, there may be a steep learning curve for new users not familiar with language models or the framework’s approach.
  • Performance Overhead
    The abstraction and flexibility can introduce performance overheads, which might be a concern for applications requiring highly optimized execution.
  • Complex Configuration
    Configuring and tuning chains for specific tasks can become complex, especially for newcomers who need to understand each component’s role and interaction.
  • Dependent on External APIs
    Integration with multiple LLMs can lead to dependency on external APIs, which might lead to concerns over costs, uptime, and API changes.

Retool videos

+ Add

Retool - Logic Review

More videos:

  • Review - #Worth?! Ep.12 - Retool (Gameplay / Review)
  • Demo - February NY Enterprise Tech Meetup: Retool Demo

LangChain videos

+ Add

LangChain for LLMs is... basically just an Ansible playbook

More videos:

  • Review - Using ChatGPT with YOUR OWN Data. This is magical. (LangChain OpenAI API)
  • Review - LangChain Crash Course: Build a AutoGPT app in 25 minutes!
  • Review - What is LangChain?
  • Review - What is LangChain? - Fun & Easy AI

Category Popularity

0-100% (relative to Retool and LangChain)

Retool

LangChain

No Code
100 100%
No Code
0% 0
AI
0 0%
AI
100% 100
Developer Tools
100 100%
Developer Tools
0% 0
AI Tools
0 0%
AI Tools
100% 100

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare Retool and LangChain

Retool Reviews

Top 5 Dynobase alternatives you should know about - March 2025 Review
The choice ultimately depends on your environment and use case. Many teams use a combination of tools: for example, Dynomate for developers, and a Retool app for operations or support teams. By understanding the strengths of each alternative, you can select the tool (or combination of tools) that best integrates with your AWS workflow, making DynamoDB development smoother...
Source: www.dynomate.io
React UI Components Libraries: Our Top Picks for 2023
Retool offers extensive documentation and support. Its support is available on its Discourse forum, Slack (if you are a Retool power user), Intercom for live chat, and dedicated support for enterprise customers.
Source: kinsta.com
ILLA Cloud vs. Retool vs. Bubble - Unveiling the Best Low-Code Platforms
In the quest for the best low-code platform, Retool, Bubble, and ILLA Cloud all offer unique features and capabilities. While Retool shines with its self-hosted option and Bubble contributes to the open-source community, ILLA Cloud stands out as a powerful and flexible low-code platform. With its comprehensive feature set, affordable pricing models, and self-hosted...
Source: blog.illacloud.com
Top 9 Low-Code Tools for 2023 for low-code development
Retool is a powerful low-code platform that enables developers to build internal tools and apps with ease. It offers a drag-and-drop interface and a wide range of pre-built components for seamless development. Retool integrates with various data sources and external services, allowing users to fetch data, perform calculations, and display results in real-time. Its...
Source: blog.illacloud.com
Superblock vs Retool: A Comprehensive Comparison for Low-code development Platforms
Retool caters to a diverse audience, including developers, product managers, and business professionals. Developers benefit from Retool's low-code capabilities, allowing them to build applications quickly without sacrificing customization. Product managers can leverage Retool to streamline internal workflows and enable teams to be more productive. Business professionals can...
Source: blog.illacloud.com

LangChain Reviews

We have no reviews of LangChain yet.
Be the first one to post

Social recommendations and mentions

Based on our record, Retool seems to be a lot more popular than LangChain. While we know about 99 links to Retool, we've tracked only 4 mentions of LangChain. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

Retool mentions (99)

  • How Low-Code Platforms Are Changing the Future of App Development
    Retool has carved out a specific niche by excelling at internal tool creation. Companies use it to build dashboards, admin panels, and business process applications that would otherwise consume valuable engineering resources. - Source: dev.to / 9 days ago
  • Code or No Code? The AI Revolution in Web Development
    Retool – Low-code platform for business applications. - Source: dev.to / 2 months ago
  • I keep turning my Google Sheets into phone-friendly webapps, and I can't stop
    As mentioned by another poster, check out "Partner portals" section on https://retool.com/. - Source: Hacker News / 5 months ago
  • How to Build Internal Tools 100x Faster
    It is possible to speed up the development and delivery process for many internal applications by using no-code or low code tools. These vary in offerings from open source to SaaS, including popular ones like AirTable, BudiBase, Retool, NocoDB and others. These can all greatly help speed up delivery times. - Source: dev.to / 5 months ago
  • Do you need a No Code tool for Firebase?
    There are some No Code tools for Firebase. Some of them are fully integrated, some of them use some limited functions of Firebase through their API. If a tool allows you to integrate with a REST API, you probably can use it. Some of them are: FlutterFlow, JetAdmin, Retool, Bubble, etc. - Source: dev.to / 6 months ago
View more

LangChain mentions (4)

  • Bridging the Last Mile in LangChain Application Development
    Undoubtedly, LangChain is the most popular framework for AI application development at the moment. The advent of LangChain has greatly simplified the construction of AI applications based on Large Language Models (LLM). If we compare an AI application to a person, the LLM would be the "brain," while LangChain acts as the "limbs" by providing various tools and abstractions. Combined, they enable the creation of AI... - Source: dev.to / about 1 year ago
  • 🦙 Llama-2-GGML-CSV-Chatbot 🤖
    Developed using Langchain and Streamlit technologies for enhanced performance. - Source: dev.to / about 1 year ago
  • 👑 Top Open Source Projects of 2023 🚀
    LangChain was first released in October 2022 as an open-source side project, a framework that makes developing AI applications more flexible. It got so popular that it was promptly turned into a startup. - Source: dev.to / about 1 year ago
  • 🆓 Local & Open Source AI: a kind ollama & LlamaIndex intro
    Being able to plug third party frameworks (Langchain, LlamaIndex) so you can build complex projects. - Source: dev.to / over 1 year ago

What are some alternatives?

When comparing Retool and LangChain, you can also consider the following products

Appsmith - Appsmith is an open source web framework for building internal tools, admin panels, dashboards, and workflows.

Haystack NLP Framework - Haystack is an open source NLP framework to build applications with Transformer models and LLMs.

Airtable - Airtable works like a spreadsheet but gives you the power of a database to organize anything. Sign up for free.

Dify.AI - Open-source platform for LLMOps,Define your AI-native Apps

Bubble.io - Building tech is slow and expensive. Bubble is the most powerful no-code platform for creating digital products.

Hugging Face - The AI community building the future. The platform where the machine learning community collaborates on models, datasets, and applications.

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