📄️ getEntries
Fetch entry metadata from a dataset. Does not download file content.
📄️ getCollection
Retrieve all dataset IDs that belong to a specific collection.
📄️ getWeights
Retrieve trained model weights for a dataset, including external IDs and local file paths.
📄️ downloadEntry
Download an entry file from data-cluster storage (MinIO).
📄️ keywordSearch
Full-text keyword search across dataset entries using PostgreSQL tsvector ranking.
📄️ vectorSearch
Semantic vector search across one or more datasets using similarity scoring.
📄️ rerankSearchResults
Re-rank search results using a dedicated reranker model or LLM-based relevance scoring.
📄️ mistralOcr
Extract text and images from a PDF document using Mistral OCR.
📄️ docxExtract
Extract text from DOCX documents.
📄️ editFields
Add or overwrite fields on every object in an array.
📄️ aggregate
Collect values from a specific field across an array of objects into named lists.
📄️ chatCompletion
LLM chat completion with optional context data, citations, and structured output.
📄️ voiceGeneration
Convert text to speech using ElevenLabs TTS.
📄️ deepSearch
Multi-agent research workflow over RAG datasets with iterative quality-driven search.
📄️ aiAgent
Group container that dissolves at build time to compose a hierarchical agent sub-workflow.
📄️ deepAgent
Hierarchical multi-agent node that compiles and executes a subgraph of agents and tools.
📄️ subagent
A nested LLM agent delegated to by a deepAgent via the task() tool.
📄️ agentInput
Entry point for the inner workflow of an aiAgent group — passes outer parameters into the inner graph.
📄️ agentOutput
Exit point for the inner workflow of an aiAgent group — exposes inner results to the outer workflow.
📄️ httpRequest
Flow entry point — accepts incoming HTTP request data and exposes it to downstream nodes.
📄️ httpResponse
Flow exit point — collects upstream data and formats it as the HTTP response payload.
📄️ group
Structural wrapper that composes a nested workflow into the parent graph at build time.
📄️ groupInput
Entry boundary node for a group's inner workflow.
📄️ groupOutput
Exit boundary node for a group's inner workflow.