🔮 Multimodal Generator

With Multimodal Node, you have the capability to enhance your interactions with language learning models (LLMs) by including media content alongside your textual prompts. This innovative feature allows the LLMs to not only process the text you provide but also to "see" and contextualize media.

🛠️ Build Flows in Low Code YAML

We are introducing a new way to build and debug workflows. We understand that sometimes the UI can be limiting in terms of selecting options, and you may want to manually override and take control of those parameters. We are introducing a new low-code YAML configuration, which provides you with a mirrored output of the workflow and syncs back changes to the workflow when you update it. You can also copy node blocks or even entire workflows to recreate the same functionality.

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heckout the Docs

🔍 Hybrid & Keyword Search Node

We are extending the vector search functionality and adding 2 new nodes for keyword and hybrid Search. Keyword search, also called "BM25 (Best match 25)" or "sparse vector" search, returns objects that have the highest BM25F scores. Hybrid search combines the results of a vector search and a keyword (BM25F) search by fusing the two result sets. With now different search method available, you can build any type of search experience on your App.

📋 Log Search and Filtering

You can now search and filter logs to find specific events, errors, or patterns more efficiently, allowing for quicker troubleshooting and analysis of system performance. This enhanced capability improves overall system reliability and helps in proactively identifying potential issues before they escalate.

🚦 Status Monitor

Lamatic.ai status

You can now see the real time status of all the Lamatic.ai services along with the response time.

status.lamatic.ai

⚡️ Additional Features

Support for history context in RAG, Text Generator and Multimodal node

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.

Create and update test from Flow editor

Create new test and update existing test cases for your workflow directly inside the editor. This allows for seamless integration and ensures that your testing process is efficient and up-to-date, enhancing the overall quality and reliability of your workflow.

SignIn with Github and Google

You can now add credentials for apps directly from the workflow, eliminating the need to switch back and forth between the App sections.

🛠️ Bug Fixes & Improvements

• Improve: Improved Model Credential Experience

• Optimize: Vector Indexing

• Improve: Fetch First Row of Google Sheets

• Improve: Navigation and automatic Project Routing to Last active

• Fixed: Issues with jobs not showing correctly

• Improved: Add project Slug.

• Improved: Auto Add schema matching payload to test cases.