Changelog
Follow new updates and improvements to Lamatic.ai.
August 24th 2024
New
Improved
Fixed
Nothing gives our team more joy than shipping useful tools for builders. That’s what this release has been focused on. We are thrilled to introduce a comprehensive suite of tools specifically designed for GenAI Builders.
🔍 Search Widget
You can now add AI features to your website with just a few lines of code, including a customizable user interface. We have a new Search Widget that you can quickly add to your site for a full vector search. Just drag the search node to the trigger area, set up the vector search, and customize the search results.
📐 Structured Generator Builder
This new mind-blowing Structured Response Builder allows you to create a complete ZOD JSON schema using only the UI. This enables you to get structured results from LLM every time. You still have the option to manually override and write the schema yourself, but the UI makes it so much easier and more fun. Just use the existing JSON generate node and edit the output schema field to get this builder.
🕔 View and Run Jobs
We released a job scheduler for the Data Connector node in our previous release. In this release, we have added a new UI to make it easier to view all scheduled jobs and see the history of the runs. You can also trigger a sync manually using this UI.
Vector Store Explorer
You can now explore records and objects inside your vector database using the Data Explorer. Test your vector database by using the built-in search tool, which also provides a cosine similarity score without the need for a complete vector database setup.
⚡️ More Improvements
Automatic API Docs
To make it easier for developers to adapt and integrate the Lamatic GraphQL API, we have added an automatic API docs generator right inside the project. The docs are created in Python and JavaScript, along with a prefilled GraphiQL playground. All developers need to do now is copy and paste.
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Variable Selector UI
Adding new app credentials
You can now add credentials for apps directly from the workflow, eliminating the need to switch back and forth between the App sections.
Updated Docs
We've significantly improved the documentation to be more user-friendly, especially for beginners, making it much easier for them to get started with our product. In addition to this, we've included a comprehensive section that thoroughly explains the product's architecture, providing a clear and detailed overview.
🛠️ Bug Fixes
Fix: not showing the project i am invited to
Improve: UI Home page for new Data Sources
Optimize: Queue for Long running Tasks
Fix: Flow to create a new workflow
Improve: Removed user template from Rag Node
Improve: Fetching Sample payload for PG Connector
Improve: Toast Notification
Improve: Add Code node in variable selector
Fix: Default model not showing
Improve: Editing Payload in Test
We crave feedback.
Its super easy to suggest a feature or feedback and track progress on Product board.
August 11th 2024
We continue to improve the products while adding more functionality making Lamatic.ai useful for a wide variety of use cases. This release major highlights are the Postgres Data connector and adding support for more models.
✨ Top Highlights
Support for new models
We have extended support to 100+ new models including many new providers. This includes some of the industry leading models such as:
Anthropic Claude Sonnet 3.5
OpenAI GPT-4o
Gemini Pro
OpenSource Models from Providers
AWS Bedrock
Perplexity
DeepInfra
AnyScale
Replicate
And many many more …
Postgres connector
Lamatic has now enhanced its capabilities by establishing a direct connection with Postgres. This development is particularly crucial for the implementation of complex Generative AI (GenAI) applications. With this new feature, users can seamlessly synchronize data from their Postgres tables and views directly into Lamatic. This integration allows for the automatic execution of workflows, streamlining processes.
Create Scheduled Workflows
When discussing the automation of running workflows, we are excited to announce that we have introduced a more user-friendly method for scheduling jobs. This new feature allows you to effortlessly set up periodic jobs, enabling workflows to run automatically in the background at specified intervals. With this enhancement, managing and automating your tasks has never been simpler, ensuring
♦️ Additional Features
Delete Organizations and Projects
Update name of Nodes:
Instructor → JSON Generate
LLM → Text Generate
Agents → AI
Added help info to fields
Sending invite to new team members
Improved naming of ProjectID and Organization ID
Allow Locking Workflows
Duplicate option for Test Suites
Ability to pause and delete projects
Option to cancel and trigger re-deployment
🛠️ Fixes & Improvements
Improve: Only allow trigger nodes in trigger area
Improve: Google Drive LFS (Large File Support)
Improve: UI for API Key Page
Improve: Performance of log page
Improve: Log view loading with Pagination
Improve: Demarkation for Optional and Required Fields
Improve: Variable added with a single click
Improve: Set first model as default model
Fix: Restrict Test payload adding without Name
Fix: Deployment Page UI
Fix: Sometime CORS issue in edge deployment
Fix: Auto Formatting workflow caused Trigger node to crash
Fix: Bugs Fixes and Error Handling in Vectorization & Index Node
Thank you so much for your continued support and invaluable feedback! We truly appreciate your engagement and are thrilled to share these exciting improvements with you. Your insights have been instrumental in guiding our enhancements, and we eagerly anticipate hearing your thoughts and experiences with the new updates.
July 26th 2024
🤗 We’re thrilled to announce the start of the rollout for our waitlisted users next week! Keep an eye on your inbox for an invite.
Our team, along with our early beta users, has been tirelessly working to improve the product’s stability and functionality based on your invaluable feedback. Here’s what’s new:
✨ Top Highlights
Improved Workflow UI
Our redesigned workflow UI is now more intuitive and streamlined. Changes are saved locally first, allowing review and edits before committing. A rollback feature enables easy reversion to the last saved stage. We’ve also simplified variable insertion with a plus icon, enhancing prompt and code node modifications.
• Simplified Interface: A cleaner, more intuitive design.
• Local Changes Management: Changes are now saved locally first and only pushed to the actual version upon saving.
• Rollback Feature: Easily discard changes to revert to the last saved stage.
• Variable Insertion: Simplified variable selection and insertion in prompts or code nodes via the plus icon in the editor.
GraphQL Trigger and Response Nodes
We’ve overhauled our GraphQL feature for better developer experience. You can now choose between Realtime (immediate response) and Async (background processing) modes without needing a response node initially. Customizing schemas is easier with variable selectors and advanced options.
• Enhanced Developer Experience: No more compulsory response node selection at the start.
• Response Options: Choose between Realtime (immediate response) or Async (background execution) modes.
• Customizable Schema: Use variable selectors or advanced schema for input and output customization.
Cleaner Log View
Our log view is now clearer and more organized, presenting telemetry data elegantly. Easily review API requests and delve into node-level outputs, helping you monitor and debug workflows efficiently.
Experiments
We’ve added support for testing workflows with pre-loaded JSON test cases. Set up test cases to run before deployment, ensuring everything works smoothly and reliably before going live.
• Testing Workflows: Support for testing workflows using pre-loaded JSON test cases.
• Pre-deployment Testing: Set up test cases to ensure everything runs smoothly before deployment.
New Model & Benchmark Page
Find the ideal model with our new support and benchmark page. Use filters and benchmark scores to compare models and make informed decisions about integrations.
Inviting Collaborators
Invite collaborators to your organization with specific roles like Admin, Editor, Developer, and Viewer. Manage permissions and access levels effectively to foster better teamwork and productivity.
Admin: Create Organization, Add Members
Editor: Edit Workflows and Run Deployments
Developer: Access API playground and generate API keys
Viewer: View only Access
♦ Additional Features
• Faster Code Node Executions
• API Node Retry Mechanism
• Local Changes Management (Save or Discard)
• Custom Chunking Methods
• Edge Deletion Button on Hover
• Workflow Save Restrictions without Trigger Node
• Updated Documentation: Model Credentials
• Logout Options Added
• Google Drive Integration Enhancements
🛠 Bug Fixes
• Workflow Crashing Issues Fixed
• Batch Performance Improvements for Google Drive Trigger
• Enhanced Code and JSON Preview
• Valid JSON Format in Next Line Strings
• Node Dragging Issues Resolved
• Project Home View Alignment Fix
• Workflow Editor Node Name Display Improvement
• SignUp and Login Issue Fixes
• Custom Prompt Editor Multi-line Support
• Workflow Saving Issues Fixed
• Auto-hide Config Bar upon Saving
• GraphQL Node Config Input Text Fix
• Config Sidebar Removal on Outside Click
• Workflow Testing Issues Fixed
• Google Drive Data Source Folder URL Selection Improvement
[💡 Tip] : You can now send crash reports during any error occurrence or via the feedback button in the left bar.Thank you for your continued support and feedback! We’re excited for you to experience these improvements and look forward to your thoughts.
June 21st 2024
New
🎉 Exciting News! Private Beta Access is Here!
The wait is finally over! We are thrilled to announce the rollout of private beta access to our waitlist users.
Introducing Genesis, our very first release. It has been a long journey, and we are proud to share this milestone with you all. As this is our first release, there’s a ton of exciting updates to share. Our goal is to provide smaller, regular updates and continuously improve the product.
🚀 Features
Workflows
Workflows are the core of Lamatic's development cycles. They allow users to build and visualize GenAI chains in a simple, intuitive manner, making them accessible even to non-developers. Our initial release focuses on essential functionalities for the most critical use cases.
Drag and Drop Builder: Start building your GenAI API using our intuitive and powerful workflow builder. Simply drag your desired node to the canvas and arrange them like a flowchart diagram.
Variables: Use Variables to pass values from input to nodes or between workflow nodes.
Code View: See a complete workflow configuration for more control. Easily backup, copy, and replicate workflows.
Test Workflows: Test your workflows with sample cases and evaluate their performance.
Integrations
Models: We support 42 different model variants from OpenAI, Anthropic, Gemini, Mistral, and more, including text, image, and embedding models. Use our benchmark tool to select the best model for your use case.
Langfuse: Forward LLM telemetry to the Langfuse platform to observe your GenAI system comprehensively. Access LLM traces, usage reports, and cost analysis for free inside Langfuse.
Google Drive: Automatically vectorize and index files into Vector Databases for various use cases such as semantic search and RAG. Currently, we support docs and PDFs, with images and sheets support coming soon.
Slack: Send notifications and workflow responses to Slack. Trigger workflows using
/slashcommands within Slack.
Experiments
Test Suites: Create test cases in the experiment section for various workflows and prompts, eliminating the need to copy-paste inputs repeatedly.
GraphQL API Playground: Test your workflows in the playground before full API integration. Make any necessary changes and then deploy.
Automated Endpoint Docs: Once deployed, Lamatic automatically generates new GraphQL endpoints along with documentation that developers can start using immediately.
🏗️ Capabilities
Automatic Edge Deployment: Deploy your project to Cloudflare edge workers for serverless execution and lowest latency.
API Keys: Manage API keys and authentication within the platform.
Trace Deployments: Track all queued, pending, and successful deployments.
Logs: Monitor all requests in one place.
📚 Support
Documentation: Access extensive documentation to get started and become a pro with Lamatic.
Live Chat: Use live chat on the platform to ask questions and get support from the Lamatic team.
Slack Community: For hands-on support and strategic advice, request to join our invite-only Slack community and stay close to our team. You can signup here.
Feedback: Use the feedback button for any issues, bugs, or suggestions. We are always listening.
We’re beyond excited to embark on this journey with you and can't wait to see what you create with Lamatic. Your feedback is invaluable, and we’re committed to continuously improving and evolving together.
You can get access to our private beta by here.
Let’s build the future of GenAI, one workflow at a time! 🚀
Aman Sharma
CoFounder & CTO