First Party Components

Lunar have a wide range of first-party components tested and ready for you to use in your workflows. They encompass various functionalities, from data extraction and transformation to advanced machine learning and visualization. These components are designed to be easily integrated into your workflows, providing robust and reliable performance.

Component name	Component description
Arxiv Extractor	Extracts titles, authors, and latex code from Arxiv papers.
Audio Player	Plays an audio file in base64 format.
Audio2Base64	Converts an audio file to a base64 string.
Azure Open AI Prompt	Connects to Azure OpenAI's API, runs a natural language prompt, and outputs the generated text.
Azure Open AI Vectorizer	Encodes input texts as numerical vectors (embeddings) using Azure OpenAI models. Outputs embeddings for each input text.
Bar chart	Creates a bar chart visualization based on numerical data, useful for representing categorical data comparisons.
Bing Search	Searches data using the Bing Search API. Returns relevant search results.
CAUC	Converts CAUC data to SQL format.
CIViC	Searches the CIViC database for clinical variant data and gene information relevant to cancer.
Capag2sql	Converts CAPAG data to SQL format.
Causal Discovery Algorithms with a LLM	Runs causal discovery algorithms with the help of an LLM to apply different methods. Outputs include SEM object results and agent output.
Causal Graph Discovery with LLM	Runs causal graph discovery using an LLM and Wikipedia to identify causal relations between variables. Outputs include the causal graph and a log of the process.
Causal Inference with a LLM	Uses an LLM to run causal inference methods (DoWhy and CausalPy), generating results and a log of the step-by-step reasoning.
Causal Structural Equation Model Refinement with LLM	Uses SemoPy to refine and interpret an initial SEM with the help of an LLM.
CausalGraphViewer	Displays JSON serializable graph (node-link format).
Csv Upload	Reads a CSV file with a header and extracts the content for further analysis or use in other components.
Csv Viewer	Displays the contents of a CSV file for easy viewing, providing a structured and organized layout.
Csv2sql	Converts CSV data to SQL format.
Cytoscape Visualizer	Receives a Cytoscape formatted JSON and creates a graph visualization.
Elasticsearch client	Queries Elasticsearch for data, supporting advanced search and filtering operations.
Elasticsearch store	Stores structured data in an Elasticsearch instance for future retrieval and indexing, enabling search functionalities.
Emails Sender	Sends emails.
Excel2Text	Converts the content of an Excel file into plain text, enabling extraction and further manipulation of data.
File Upload	Uploads local files to the server.
Finance2sql	Converts finance data to SQL format.
Finance_api2sql	Converts finance data from API to SQL format.
Gemini AI prompt	Connects to Gemini’s API to run natural language prompts and retrieve AI-generated responses.
Gene Set Upload	Reads a CSV file containing gene data and outputs a list of gene names for downstream analysis.
GraphQL Query	Fetches data from a GraphQL endpoint. Outputs the response for the query in JSON format.
HTML Reports Builder	Generates custom HTML reports based on Jinja2 templates, allowing dynamic content rendering for web reports or dashboards.
Htmls2Texts	Converts HTML content into plain text, stripping away tags and retaining the meaningful text content.
HuggingFace vectorizer	Encodes texts into embeddings using HuggingFace models. Outputs the original text and corresponding embeddings.
Indra Network Assembler	Retrieves scientific literature relevant to a given set of genes, assisting in building gene interaction networks.
Inep2sql	Converts INEP data to SQL format.
JSON Input	Allows the input of a JSON text (potentially with template variables) that can then be used in other downstream components. It can also be used as an output if useful.
Kitai download	Downloads converted sound files using Kitai.
Kitai models	Retrieves available voice models from Kitai.
Kitai splitter	Splits sound files using Kitai.
Kitai splitter_download	Downloads split sound files using Kitai.
Kitai	Voice AI component for sound files and voice models.
LLM prompt	Connects to a language model API to process natural language prompts and returns text-based responses.
Latex Cleaner	Cleans up Latex codes by removing comments and expanding restatables.
Latex Statements Extractor	Extracts definitions, axioms, lemmas, theorems, and corollaries from Latex.
Latex2HTML	Converts Latex codes to HTML with Mathjax.
Line chart	Plots a line chart from numerical data. Outputs the chart as an encoded image and the original input data.
List Index Getter	Extracts elements at given indices from a list.
LlamaIndex Indexing	Indexes documents using Azure OpenAI models within LlamaIndex, allowing efficient document retrieval and query-based interaction.
LlamaIndex Querying	Queries data from an index built with LlamaIndex, supporting custom retrieval configurations and response formatting.
Lyrics Generator	Generates song lyrics from an inputted theme using Azure OpenAI's API.
Milvus Retriever	Retrieves embeddings from a Milvus server for similarity-based searches.
Milvus Vectorstore	Stores embeddings on a Milvus server. Outputs the number of stored embeddings.
NCI Thesaurus	Retrieves biomedical terminology and data from the NCI Thesaurus using SPARQL queries.
Natural language to SQL Query	Converts a natural language query into an SQL query based on a given data definition schema. Outputs the generated SQL query.
NeXtProt	Retrieves data from neXtProt, a comprehensive resource focused on human proteins, including their functions, localization, expression, interactions, and disease relevance.
Online Spreadsheet IO	Reads from and writes data to an online spreadsheet, supporting collaborative data management.
Online Spreadsheet	Downloads and retrieves the content from an online spreadsheet for further processing or analysis.
OpenAI prompt	Connects to OpenAI's API, runs natural language prompts, and outputs the result as text.
OpenAI vectorizer	Encodes text into vectors using OpenAI models for applications like search, clustering, and text analysis.
PDFExtractor	Extracts title, sections, references, tables, and text from PDF files.
PROGENy	Provides data on pathway-target gene interactions with weighted significance for each interaction.
Paper Database Builder	Builds a JSON with data of scientific papers.
Picture Extractor	Extracts text, including mathematical formulas, from images. Useful for digitizing content from photos or scanned documents.
Property Getter	Extracts the value of a specified key or attribute from an object or data structure, enabling easy access to nested properties.
Property Selector	Retrieves the values of specific properties (keys) from a dictionary.
Pubmed Searcher	Searches for biomedical literature on PubMed using keyword queries and filters for year and page length.
Python coder	Executes Python code and returns the result, allowing the use of custom Python scripts.
R coder	Executes R code and returns the result, enabling integration of R scripts into workflows.
Range	Generate a sequence of numbers, starting from 0 by default, and increments by 1 (by default), and stops before a specified number.
ReACT Agent	Implements ReACT logic, which combines reasoning and acting for enhanced decision-making.
Reaper Controller	Controls Reaper DAW by natural language commands.
Remf2sql	Converts REMF data to SQL format.
Report	Creates customizable reports from input data, allowing users to format and edit reports.
SBGN Visualizer	Visualizes biological pathways using the Systems Biology Graphical Notation (SBGN) standard.
SPARQL Query	Executes queries against SPARQL endpoints to retrieve structured data, typically from knowledge bases like Wikidata or the NCI Thesaurus.
SQL Query	Executes SQL queries against a database and retrieves the result, useful for extracting information from relational databases.
SQL Schema Extractor	Connects to a SQL database and retrieves its schema (Data Definition Language). Outputs a JSON describing the database schema.
Sidra2sql	Converts SIDRA data to SQL format.
Sleep	Delays execution for a set time.
Spacy NER	Performs Named Entity Recognition (NER) on text, identifying entities like persons, organizations, dates, and more using Spacy’s NLP framework.
Spleeter_deezer	Splits audio tracks into components using Spleeter.
Subworkflow	Selects and runs another workflow.
Suno Music Downloader	Downloads songs from Suno.
Suno Music Generator	Generates music using Suno.
Table2Text	Converts a CSV-formatted table into a text by generating sentences for each row, facilitating more natural readability of tabular data.
Text Input	Allows for user-provided text input, including template-based inputs for other components to use.
URLs Scraper	Scrapes a list of provided URLs for data. Returns content or errors for each URL in a structured dictionary.
UniProt	Fetches comprehensive protein sequence and functional data from the UniProt database.
WikiPathways	Fetches data from WikiPathways, an open-source platform for community-contributed biological pathways.
Wikidata client	Retrieves data from Wikidata API, returning knowledge/metadata for a given search term. Outputs relevant results in a structured format.
Wikipedia client	Retrieves data from Wikipedia API.
WolframAlpha client	Connects to the WolframAlpha API and retrieves computational or factual information based on the input query.
Yahoo Finance API	Connects to Yahoo's public API using yfinance and retrieves financial data about companies and their stocks.
Zip file extractor	Extracts files from a ZIP archive, returning the paths to the extracted files on the server.