Nodes

Nodes are the fundamental building blocks of a flow in Lamatic. Each node serves a specific purpose, acting as a self-contained unit that processes input and produces output. This modular approach allows users to create complex flows by interconnecting various nodes.

Node Categories

Lamatic organizes nodes into four main categories, each with a unique function in building flows:

Category	Purpose	Examples	Method
Apps	Integrate third-party applications into workflow	Slack, PostgreSQL, Google Sheets	These nodes act as bridges, enabling data exchange and action execution between Lamatic and external services.
AI	Perform artificial intelligence operations	Vector operations, text generation, natural language understanding	AI nodes use machine learning models to process and analyze data, allowing for tasks such as sentiment analysis, text classification, or content generation.
Data	Manipulate and transform data	Indexing, chunking, filtering	Data nodes provide tools for structuring, organizing, and processing information, ensuring data is in the right format for subsequent nodes.
Logic	Control the flow of execution	Conditional statements, loops, custom code execution	Logic nodes allow for decision-making and branching, enabling dynamic, responsive workflows based on specific conditions or criteria.

Here are the Nodes

Category	Name	Description	Link
AI	Text LLM Node	The Text LLM node allows users to programmatically generate text outputs by submitting prompts to selected LLMs.	View
AI	JSON Generate Node	The JSON Generate node is used to produce structured JSON outputs from language model (LLM) prompts.	View
AI	RAG Node	The RAG Node generates more relevant responses from a Language Learning Model (LLM) by using Retrieval Augmented Generation (RAG).	View
AI	Agent Classifier Node	The Agent Classifier Node categorizes and routes input data based on predefined classification criteria	View
AI	Image Gen Node	The Image Generator node creates image outputs programmatically that can be integrated into workflows.	View
AI	Multimodal Text Node	The Multimodal Node returns textual output from selected large language models (LLMs).	View
App	Scraper Node	You can use Firecrawl with the Crawl node to systematically browse and index websites.	View
App	Crawler Node	You can use Firecrawl with the Crawl node to systematically browse and index websites.	View
Data	Extract from File Node	The Extract from File node enables parsing and extraction of data from various file formats including CSV, JSON, Text, HTML, PDF, DOCX, and XLSX.	View
Data	Hybrid Search Node	The Hybrid Search node provides the ability to embed a vector search of a connected vector database within a Lamatic flow.	View
Data	Keyword Search Node	The Keyword Search Node is designed to search for specific keywords within a Vector Database.	View
Data	Vector Search Node	Vector search Node provides the ability to retrie of information retrieval where documents and queries are represented as vectors instead of plain text.	View
Data	API Node	The Lamatic.ai API Node empowers users to external REST APIs seamlessly into their workflows.	View
Data	Chunking Node	The Chunking node is a tool designed to parse data into manageable chunks to facilitate vectorization and semantic retrieval. By breaking text into smaller, logical units, it prepares the data for more efficient processing and analysis.	View
Data	Memory Add Node	The Memory Add Node enables storing and managing contextual information for users and sessions, allowing for persistent data storage within workflows	View
Data	Memory Retrieve Node	The Memory Retrieve Node enables searching and retrieving stored memories from collections using semantic search and filtering capabilities	View
Data	Vectorize Node	The vectorize node transforms data chunks into numeric vector representations using an embedding model.	View
Data	Index Node	The Index node inserts records into a vector database, enabling fast semantic retrieval.	View
Logic	Code Node	The Lamatic.ai JavaScript Code Node empowers users to integrate custom logic seamlessly into their workflows.	View
Logic	Condition Node	The Lamatic.ai Condition Node allows users to integrate custom logic into their workflows with ease.	View
Logic	Execute Flow Node	The Execute Flow in Lamatic enables execution of other flows within your current workflow, facilitating modular and reusable flow designs.	View
Logic	Loop Node	The Loop Node enables iteration over a range of values or a list, allowing repeated execution of processes within a workflow	View
Logic	Branch Node	The branch node enables the execution of multiple nodes in parallel, allowing actions to run simultaneously instead of one after the other.	View

Nodes

Node Categories

Here are the Nodes

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