Which components are documented?

AI Flowi Workflow documents components for workflow building and processing, Google Workspace, models and AI services, data stores and memory, search, web and documents, and other services and developer tools. Use the catalog to find component names and interfaces, then check required configuration and credentials; a catalog entry does not prove runtime success. Updated 9 October 2026.

By Ai Flowi · Technical review: Janice Lee, Technical Support, Ai Flowi.

Published 29 September 2026 · Updated 9 October 2026

Component guides

Each row links to its retained category JSON, which supplies the exact component ID, fields, and port types. The names below come from the documented category indexes. For a workflow example, see the first workflow. For saved credentials, see connections.

Workflow building and processing

Use these categories for workflow inputs, outputs, control, transformation, and custom behavior.

Custom Component

Define typed Python behavior from a template.

Custom Component — custom_component.CustomComponent

Data Source

Bring API and other data into a workflow.

API Request — data_source.APIRequest
Mock Data — data_source.MockDataGenerator
SQL Database — data_source.SQLComponent
URL — data_source.URLComponent
Web Search — data_source.UnifiedWebSearch
Load CSV — data_source.CSVtoData
Load JSON — data_source.JSONtoData
News Search — data_source.NewsSearch
RSS Reader — data_source.RSSReaderSimple

Embeddings

Work with embedding vectors.

Embedding Similarity — embeddings.EmbeddingSimilarityComponent
Text Embedder — embeddings.TextEmbedderComponent

Files And Knowledge

Load and retrieve knowledge or files.

Knowledge Base — files_and_knowledge.KnowledgeBase
Knowledge Ingestion — files_and_knowledge.KnowledgeIngestion
Read File — files_and_knowledge.File
Write File — files_and_knowledge.SaveToFile
Directory — files_and_knowledge.Directory

Flow Controls

Route or control workflow paths.

HTTP Method Router — flow_controls.HTTPMethodRouter
If-Else — flow_controls.ConditionalRouter
Loop — flow_controls.LoopComponent
Verification Router — flow_controls.VerificationRouter
Listen — flow_controls.Listen
Notify — flow_controls.Notify
Run Flow — flow_controls.RunFlow
Condition — flow_controls.DataConditionalRouter
Flow as Tool — flow_controls.FlowTool
Pass — flow_controls.Pass
Sub Flow — flow_controls.SubFlow

Input Output

Supply or display workflow data.

Chat Input — input_output.ChatInput
Chat Output — input_output.ChatOutput
Meta Instagram Send Message — input_output.MetaInstagramSendMessage
Meta Messenger Send Message — input_output.MetaMessengerSendMessage
Meta WhatsApp Send Message — input_output.MetaWhatsAppSendMessage
POST Webhook — input_output.Webhook2
Schedule Trigger — input_output.ScheduleTrigger
Text Input — input_output.TextInput
Text Output — input_output.TextOutput
UChat Sub-Flow Trigger — input_output.UChatSubFlowTrigger
UChat User Fields Setter — input_output.UChatUserFieldsSetter
Universal Webhook — input_output.UniversalWebhook
Webhook — input_output.Webhook
Webhook Response — input_output.WebhookResponse

Langchain Utilities

Split and process text.

Character Text Splitter — langchain_utilities.CharacterTextSplitter
CSV Agent — langchain_utilities.CSVAgent
Fake Embeddings — langchain_utilities.LangChainFakeEmbeddings
HTML Link Extractor — langchain_utilities.HtmlLinkExtractor
Language Recursive Text Splitter — langchain_utilities.LanguageRecursiveTextSplitter
Natural Language Text Splitter — langchain_utilities.NaturalLanguageTextSplitter
OpenAI Tools Agent — langchain_utilities.OpenAIToolsAgent
OpenAPI Agent — langchain_utilities.OpenAPIAgent
Recursive Character Text Splitter — langchain_utilities.RecursiveCharacterTextSplitter
Spider Web Crawler & Scraper — langchain_utilities.SpiderTool
SQLAgent — langchain_utilities.SQLAgent
SQLDatabase — langchain_utilities.SQLDatabase
Tool Calling Agent — langchain_utilities.ToolCallingAgent
Prompt Hub — langchain_utilities.LangChain Hub Prompt
Runnable Executor — langchain_utilities.RunnableExecutor
Semantic Text Splitter — langchain_utilities.SemanticTextSplitter
XML Agent — langchain_utilities.XMLAgent
ConversationChain — langchain_utilities.ConversationChain
JsonAgent — langchain_utilities.JsonAgent
LLMCheckerChain — langchain_utilities.LLMCheckerChain
LLMMathChain — langchain_utilities.LLMMathChain
Natural Language to SQL — langchain_utilities.SQLGenerator
Retrieval QA — langchain_utilities.RetrievalQA
Self Query Retriever — langchain_utilities.SelfQueryRetriever
VectorStoreInfo — langchain_utilities.VectorStoreInfo
VectorStoreRouterAgent — langchain_utilities.VectorStoreRouterAgent

Llm Operations

Process and structure model output.

Batch Run — llm_operations.BatchRunComponent
Guardrails — llm_operations.GuardrailValidator
LLM Selector — llm_operations.LLMSelectorComponent
Smart Router — llm_operations.SmartRouter
Smart Transform — llm_operations.Smart Transform
Structured Output — llm_operations.StructuredOutput

Models And Agents

Build model and agent steps.

Agent — models_and_agents.Agent
Embedding Model — models_and_agents.EmbeddingModel
Language Model — models_and_agents.LanguageModelComponent
MCP Tools — models_and_agents.MCPTools
Message History — models_and_agents.Memory
Prompt Template — models_and_agents.Prompt Template
Policies — models_and_agents.policies

Processing

Transform text, audio, and other data.

Audio URL Extractor — processing.AudioURLExtractor
Dynamic Create Data — processing.DynamicCreateData
Excel Row Query — processing.ExcelRowQuery
Excel Row Upsert — processing.ExcelRowUpsert
Image URL Extractor — processing.ImageURLExtractor
JSON Array Extractor — processing.JSONArrayExtractor
JSON Key Extractor — processing.JSONKeyExtractor
JSON Object Builder — processing.JSONObjectBuilder
JSON Operations — processing.DataOperations
JSON String Parser — processing.JSONStringParser
Media URL Cleaner — processing.MediaURLCleaner
Meta Webhook Signature Verification — processing.MetaWebhookSignatureVerification
Meta Webhook Verification — processing.MetaWebhookVerification
Parser — processing.ParserComponent
Split Text — processing.SplitText
Table Operations — processing.DataFrameOperations
Text Operations — processing.TextOperations
Type Convert — processing.TypeConverterComponent
Alter Metadata — processing.AlterMetadata
Combine Data — processing.MergeDataComponent
Combine Text — processing.CombineText
Create Data — processing.CreateData
Create List — processing.CreateList
Data to Message — processing.ParseData
Data → DataFrame — processing.DataToDataFrame
Extract Key — processing.ExtractaKey
Filter Data — processing.FilterData
Filter Values — processing.FilterDataValues
JSON Cleaner — processing.JSONCleaner
Message Store — processing.StoreMessage
Message to Data — processing.MessagetoData
Output Parser — processing.OutputParser
Parse DataFrame — processing.ParseDataFrame
Parse JSON — processing.ParseJSONData
Regex Extractor — processing.RegexExtractorComponent
Select Data — processing.SelectData
Update Data — processing.UpdateData

Prototypes

Define a Python function step.

Python Function — prototypes.PythonFunction

Tools

Use calculation and other tools.

Calculator — tools.CalculatorTool
Python Code Structured — tools.PythonCodeStructuredTool
Python REPL — tools.PythonREPLTool
Search API — tools.SearchAPI
SearXNG Search — tools.SearXNGTool
Serp Search API — tools.SerpAPI
Tavily Search API — tools.TavilyAISearch
Wikidata API — tools.WikidataAPI
Wikipedia API — tools.WikipediaAPI
Yahoo! Finance — tools.YahooFinanceTool

Utilities

Use general workflow utilities.

Calculator — utilities.CalculatorComponent
Current Date — utilities.CurrentDate
Python Interpreter — utilities.PythonREPLComponent
ID Generator — utilities.IDGenerator

Google Workspace

Choose the component family for the Google service used by your workflow.

Google Docs

Read or change Google Docs content.

Append Text — google_docs.GoogleDocsAppendText
Create Document — google_docs.GoogleDocsCreateDocument
Create Footer — google_docs.GoogleDocsCreateFooter
Create Footnote — google_docs.GoogleDocsCreateFootnote
Create Header — google_docs.GoogleDocsCreateHeader
Create List — google_docs.GoogleDocsCreateList
Create Named Range — google_docs.GoogleDocsCreateNamedRange
Delete Content — google_docs.GoogleDocsDeleteContent
Delete Footer — google_docs.GoogleDocsDeleteFooter
Delete Header — google_docs.GoogleDocsDeleteHeader
Delete Named Range — google_docs.GoogleDocsDeleteNamedRange
Delete Table — google_docs.GoogleDocsDeleteTable
Delete Table Column — google_docs.GoogleDocsDeleteTableColumn
Delete Table Row — google_docs.GoogleDocsDeleteTableRow
Format Document — google_docs.GoogleDocsFormatDocument
Format Paragraph — google_docs.GoogleDocsFormatParagraph
Format Section — google_docs.GoogleDocsFormatSection
Format Table Cells — google_docs.GoogleDocsFormatTableCells
Format Text — google_docs.GoogleDocsFormatText
Get Document — google_docs.GoogleDocsGetDocument
Get Text — google_docs.GoogleDocsGetText
Insert Heading — google_docs.GoogleDocsInsertHeading
Insert Image — google_docs.GoogleDocsInsertImage
Insert Page Break — google_docs.GoogleDocsInsertPageBreak
Insert Section Break — google_docs.GoogleDocsInsertSectionBreak
Insert Table — google_docs.GoogleDocsInsertTable
Insert Table Column — google_docs.GoogleDocsInsertTableColumn
Insert Table Row — google_docs.GoogleDocsInsertTableRow
Insert Text — google_docs.GoogleDocsInsertText
List Named Ranges — google_docs.GoogleDocsListNamedRanges
List Tables — google_docs.GoogleDocsListTables
Merge Table Cells — google_docs.GoogleDocsMergeTableCells
Pin Table Header Rows — google_docs.GoogleDocsPinTableHeaderRows
Populate Table — google_docs.GoogleDocsPopulateTable
Remove List — google_docs.GoogleDocsRemoveList
Replace Image — google_docs.GoogleDocsReplaceImage
Replace Named Range Content — google_docs.GoogleDocsReplaceNamedRangeContent
Replace Text — google_docs.GoogleDocsReplaceText
Set Table Cell Text — google_docs.GoogleDocsSetTableCellText
Set Table Column Width — google_docs.GoogleDocsSetTableColumnWidth
Set Table Row Height — google_docs.GoogleDocsSetTableRowHeight
Template Merge — google_docs.GoogleDocsTemplateMerge
Unmerge Table Cells — google_docs.GoogleDocsUnmergeTableCells

Google Drive

Work with Google Drive files.

Copy File — google_drive.GoogleDriveCopyFile
Create Folder — google_drive.GoogleDriveCreateFolder
Delete Permanently — google_drive.GoogleDriveDeleteFile
Download File — google_drive.GoogleDriveDownloadFile
Export File — google_drive.GoogleDriveExportFile
Get File — google_drive.GoogleDriveGetFile
List Files — google_drive.GoogleDriveListFiles
Move File — google_drive.GoogleDriveMoveFile
Rename File — google_drive.GoogleDriveRenameFile
Restore File — google_drive.GoogleDriveRestoreFile
Trash File — google_drive.GoogleDriveTrashFile
Upload File — google_drive.GoogleDriveUploadFile
Workspace API Request — google_drive.GoogleDriveWorkspaceApiRequest
Google Drive Loader — google_drive.GoogleDriveComponent
Google Drive Search — google_drive.GoogleDriveSearchComponent

Google Sheets

Read or change Google Sheets data.

Add Sheet — google_sheets.GoogleSheetsAddSheet
Append Rows — google_sheets.GoogleSheetsAppendRows
Bulk Upsert Rows — google_sheets.GoogleSheetsBulkUpsertRows
Clear Range — google_sheets.GoogleSheetsClearRange
Clear Sheet — google_sheets.GoogleSheetsClearSheet
Copy Sheet — google_sheets.GoogleSheetsCopySheet
Create Spreadsheet — google_sheets.GoogleSheetsCreateSpreadsheet
Delete Columns — google_sheets.GoogleSheetsDeleteColumns
Delete Rows — google_sheets.GoogleSheetsDeleteRows
Delete Sheet — google_sheets.GoogleSheetsDeleteSheet
Duplicate Sheet — google_sheets.GoogleSheetsDuplicateSheet
Find & Replace — google_sheets.GoogleSheetsFindReplace
Get Spreadsheet — google_sheets.GoogleSheetsGetSpreadsheet
Insert Columns — google_sheets.GoogleSheetsInsertColumns
Insert Rows — google_sheets.GoogleSheetsInsertRows
List Sheets — google_sheets.GoogleSheetsListSheets
Read Range — google_sheets.GoogleSheetsReadRange
Rename Sheet — google_sheets.GoogleSheetsRenameSheet
Resize Sheet — google_sheets.GoogleSheetsResizeSheet
Search & Delete Row — google_sheets.GoogleSheetsSearchDeleteRow
Search Row — google_sheets.GoogleSheetsSearchRow
Update Range — google_sheets.GoogleSheetsUpdateRange
Upsert Row — google_sheets.GoogleSheetsUpsertRow

Google Slides

Create or change Google Slides content.

Add Slide — google_slides.GoogleSlidesAddSlide
Connect Shapes — google_slides.GoogleSlidesConnectShapes
Create Line — google_slides.GoogleSlidesCreateLine
Create Presentation — google_slides.GoogleSlidesCreatePresentation
Create Shape — google_slides.GoogleSlidesCreateShape
Create Table — google_slides.GoogleSlidesCreateTable
Create Text Box — google_slides.GoogleSlidesCreateTextBox
Delete Page Element — google_slides.GoogleSlidesDeletePageElement
Delete Slide — google_slides.GoogleSlidesDeleteSlide
Delete Table Column — google_slides.GoogleSlidesDeleteTableColumn
Delete Table Row — google_slides.GoogleSlidesDeleteTableRow
Delete Text — google_slides.GoogleSlidesDeleteText
Duplicate Slide — google_slides.GoogleSlidesDuplicateSlide
Format Line — google_slides.GoogleSlidesFormatLine
Format Paragraph — google_slides.GoogleSlidesFormatParagraph
Format Table Borders — google_slides.GoogleSlidesFormatTableBorders
Format Table Cells — google_slides.GoogleSlidesFormatTableCells
Format Text — google_slides.GoogleSlidesFormatText
Format Video — google_slides.GoogleSlidesFormatVideo
Get Image Info — google_slides.GoogleSlidesGetImageInfo
Get Presentation — google_slides.GoogleSlidesGetPresentation
Get Slide — google_slides.GoogleSlidesGetSlide
Get Speaker Notes — google_slides.GoogleSlidesGetSpeakerNotes
Get Table Cell Text — google_slides.GoogleSlidesGetTableCellText
Get Text — google_slides.GoogleSlidesGetText
Group Elements — google_slides.GoogleSlidesGroupElements
Insert Image — google_slides.GoogleSlidesInsertImage
Insert Sheets Chart — google_slides.GoogleSlidesInsertSheetsChart
Insert Table Column — google_slides.GoogleSlidesInsertTableColumn
Insert Table Row — google_slides.GoogleSlidesInsertTableRow
Insert Text — google_slides.GoogleSlidesInsertText
Insert Video — google_slides.GoogleSlidesInsertVideo
List Page Elements — google_slides.GoogleSlidesListPageElements
List Slides — google_slides.GoogleSlidesListSlides
List Tables — google_slides.GoogleSlidesListTables
Merge Table Cells — google_slides.GoogleSlidesMergeTableCells
Move Page Element — google_slides.GoogleSlidesMovePageElement
Move Slide — google_slides.GoogleSlidesMoveSlide
Populate Table — google_slides.GoogleSlidesPopulateTable
Refresh Sheets Chart — google_slides.GoogleSlidesRefreshSheetsChart
Replace All Text — google_slides.GoogleSlidesReplaceAllText
Replace Image — google_slides.GoogleSlidesReplaceImage
Replace Shapes With Image — google_slides.GoogleSlidesReplaceShapesWithImage
Replace Shapes With Sheets Chart — google_slides.GoogleSlidesReplaceShapesWithSheetsChart
Replace Text — google_slides.GoogleSlidesReplaceText
Resize Page Element — google_slides.GoogleSlidesResizePageElement
Rotate Page Element — google_slides.GoogleSlidesRotatePageElement
Set Element Alt Text — google_slides.GoogleSlidesSetElementAltText
Set Image Properties — google_slides.GoogleSlidesSetImageProperties
Set Slide Background — google_slides.GoogleSlidesSetSlideBackground
Set Table Cell Text — google_slides.GoogleSlidesSetTableCellText
Template Merge — google_slides.GoogleSlidesTemplateMerge
Ungroup Elements — google_slides.GoogleSlidesUngroupElements
Unmerge Table Cells — google_slides.GoogleSlidesUnmergeTableCells
Update Speaker Notes — google_slides.GoogleSlidesUpdateSpeakerNotes

Models and AI services

These categories provide model, embedding, agent, or evaluation components for their named services.

Agentics

Use Agentics model or AI tools.

aGenerate — agentics.AgenerateComponent
aMap — agentics.AMapComponent
aReduce — agentics.AreduceComponent

Aiml

Use Aiml model or AI tools.

AI/ML API — aiml.AIMLModel
AI/ML API Embeddings — aiml.AIMLEmbeddings

Altk

Use Altk model or AI tools.

ALTK Agent — altk.ALTK Agent

Amazon

Use Amazon model or AI tools.

Amazon Bedrock Embeddings — amazon.AmazonBedrockEmbeddings
S3 Bucket Uploader — amazon.s3bucketuploader
Amazon Bedrock Converse — amazon.AmazonBedrockConverseModel
Amazon Bedrock — amazon.AmazonBedrockModel

Anthropic

Use Anthropic model or AI tools.

Anthropic — anthropic.AnthropicModel

Azure

Use Azure model or AI tools.

Azure OpenAI — azure.AzureOpenAIModel
Azure OpenAI Embeddings — azure.AzureOpenAIEmbeddings

Baidu

Use Baidu model or AI tools.

Qianfan — baidu.BaiduQianfanChatModel

Cleanlab

Use Cleanlab model or AI tools.

Cleanlab Evaluator — cleanlab.CleanlabEvaluator
Cleanlab RAG Evaluator — cleanlab.CleanlabRAGEvaluator
Cleanlab Remediator — cleanlab.CleanlabRemediator

Cohere

Use Cohere model or AI tools.

Cohere Embeddings — cohere.CohereEmbeddings
Cohere Language Models — cohere.CohereModel
Cohere Rerank — cohere.CohereRerank

Cometapi

Use Cometapi model or AI tools.

CometAPI — cometapi.CometAPIModel

Crewai

Use Crewai model or AI tools.

CrewAI Agent — crewai.CrewAIAgentComponent
Hierarchical Crew — crewai.HierarchicalCrewComponent
Hierarchical Task — crewai.HierarchicalTaskComponent
Sequential Crew — crewai.SequentialCrewComponent
Sequential Task — crewai.SequentialTaskComponent
Sequential Task Agent — crewai.SequentialTaskAgentComponent

Cuga

Use Cuga model or AI tools.

Cuga — cuga.Cuga

Deepseek

Use Deepseek model or AI tools.

DeepSeek — deepseek.DeepSeekModelComponent

Google

Use Google model or AI tools.

Google Generative AI — google.GoogleGenerativeAIModel
Google Generative AI Embeddings — google.Google Generative AI Embeddings
Google Search API — google.GoogleSearchAPICore
Google Serper API — google.GoogleSerperAPICore
BigQuery — google.BigQueryExecutor
Gmail Loader — google.GmailLoaderComponent
Google OAuth Token — google.GoogleOAuthToken

Groq

Use Groq model or AI tools.

Groq — groq.GroqModel

Huggingface

Use Huggingface model or AI tools.

Hugging Face — huggingface.HuggingFaceModel
Hugging Face Embeddings Inference — huggingface.HuggingFaceInferenceAPIEmbeddings

Ibm

Use Ibm model or AI tools.

IBM watsonx.ai — ibm.IBMwatsonxModel
IBM watsonx.ai Embeddings — ibm.WatsonxEmbeddingsComponent

Icosacomputing

Use Icosacomputing model or AI tools.

Combinatorial Reasoner — icosacomputing.Combinatorial Reasoner

Langwatch

Use Langwatch model or AI tools.

LangWatch Evaluator — langwatch.LangWatchEvaluator

Litellm

Use Litellm model or AI tools.

LiteLLM Proxy — litellm.LiteLLMProxyModel

Lmstudio

Use Lmstudio model or AI tools.

LM Studio — lmstudio.LMStudioModel
LM Studio Embeddings — lmstudio.LMStudioEmbeddingsComponent

Maritalk

Use Maritalk model or AI tools.

MariTalk — maritalk.Maritalk

Mistral

Use Mistral model or AI tools.

MistralAI — mistral.MistralModel
MistralAI Embeddings — mistral.MistalAIEmbeddings

Notdiamond

Use Notdiamond model or AI tools.

Not Diamond Router — notdiamond.NotDiamond

Novita

Use Novita model or AI tools.

Novita AI — novita.NovitaModel

Nvidia

Use Nvidia model or AI tools.

NVIDIA — nvidia.NVIDIAModelComponent
NVIDIA Embeddings — nvidia.NVIDIAEmbeddingsComponent
NVIDIA Rerank — nvidia.NvidiaRerankComponent
NVIDIA System-Assist — nvidia.NvidiaSystemAssistComponent
NVIDIA Retriever Extraction — nvidia.NvidiaIngestComponent

Ollama

Use Ollama model or AI tools.

Ollama — ollama.OllamaModel
Ollama Embeddings — ollama.OllamaEmbeddings

Openai

Use Openai model or AI tools.

OpenAI — openai.OpenAIModel
OpenAI Embeddings — openai.OpenAIEmbeddings
OpenAI Responses API — openai.OpenAIResponsesAPI
OpenAI Vision Analyzer — openai.OpenAIVisionAnalyzer
OpenAI Voice Transcriber — openai.OpenAIVoiceTranscriber

Openrouter

Use Openrouter model or AI tools.

OpenRouter — openrouter.OpenRouterComponent

Perplexity

Use Perplexity model or AI tools.

Perplexity — perplexity.PerplexityModel

Sambanova

Use Sambanova model or AI tools.

SambaNova — sambanova.SambaNovaModel

Vertexai

Use Vertexai model or AI tools.

Vertex AI — vertexai.VertexAiModel
Vertex AI Embeddings — vertexai.VertexAIEmbeddings

Vllm

Use Vllm model or AI tools.

vLLM — vllm.vLLMModel
vLLM Embeddings — vllm.vLLMEmbeddings

Vlmrun

Use Vlmrun model or AI tools.

VLM Run Transcription — vlmrun.VLMRunTranscription

Xai

Use Xai model or AI tools.

xAI — xai.xAIModel

Data stores and memory

Use these categories to store, retrieve, or search data and vector records. For the vector-record concept, start with the vector database overview before choosing a storage category.

Cassandra

Store or retrieve data with Cassandra.

Cassandra — cassandra.Cassandra
Cassandra Chat Memory — cassandra.CassandraChatMemory
Cassandra Graph — cassandra.CassandraGraph

Chroma

Store or retrieve data with Chroma.

Chroma DB — chroma.Chroma

Clickhouse

Store or retrieve data with Clickhouse.

ClickHouse — clickhouse.Clickhouse

Couchbase

Store or retrieve data with Couchbase.

Couchbase — couchbase.Couchbase

Datastax

Store or retrieve data with Datastax.

Astra DB — datastax.AstraDB
Astra DB Chat Memory — datastax.AstraDBChatMemory
Astra DB CQL — datastax.AstraDBCQLToolComponent
Graph RAG — datastax.GraphRAG
Hyper-Converged Database — datastax.HCD
Astra DB Graph — datastax.AstraDBGraph
Astra DB Tool — datastax.AstraDBTool
Astra Vectorize — datastax.AstraVectorize
Dotenv — datastax.Dotenv
Get Environment Variable — datastax.GetEnvVar

Elastic

Store or retrieve data with Elastic.

Elasticsearch — elastic.Elasticsearch
OpenSearch — elastic.OpenSearchVectorStoreComponent
OpenSearch (Multi-Model Multi-Embedding) — elastic.OpenSearchVectorStoreComponentMultimodalMultiEmbedding

FAISS

Store or retrieve data with FAISS.

FAISS — FAISS.FAISS

Mem0

Store or retrieve data with Mem0.

Mem0 Chat Memory — mem0.mem0_chat_memory

Milvus

Store or retrieve data with Milvus.

Milvus — milvus.Milvus

Mongodb

Store or retrieve data with Mongodb.

MongoDB Atlas — mongodb.MongoDBAtlasVector

Needle

Store or retrieve data with Needle.

Needle Retriever — needle.needle

Pgvector

Store or retrieve data with Pgvector.

PGVector — pgvector.pgvector

Pinecone

Store or retrieve data with Pinecone.

Pinecone — pinecone.Pinecone

Qdrant

Store or retrieve data with Qdrant.

Qdrant — qdrant.QdrantVectorStoreComponent

Redis

Store or retrieve data with Redis.

Redis — redis.Redis
Redis Chat Memory — redis.RedisChatMemory

Supabase

Store or retrieve data with Supabase.

Supabase — supabase.SupabaseVectorStore

Upstash

Store or retrieve data with Upstash.

Upstash — upstash.Upstash

Vectara

Store or retrieve data with Vectara.

Vectara — vectara.Vectara
Vectara RAG — vectara.VectaraRAG

Vectorstores

Store or retrieve data with Vectorstores.

Local DB — vectorstores.LocalDB

Weaviate

Store or retrieve data with Weaviate.

Weaviate — weaviate.Weaviate

Zep

Store or retrieve data with Zep.

Zep Chat Memory — zep.ZepChatMemory

Search, web, and documents

These categories retrieve, extract, or process information from websites, documents, media, and search services. For document-focused extraction, review the Docling integration guide before choosing components from this group.

Agentql

Retrieve or process content with Agentql.

Extract Web Data — agentql.AgentQL

Apify

Retrieve or process content with Apify.

Apify Actors — apify.ApifyActors

Arxiv

Retrieve or process content with Arxiv.

arXiv — arxiv.ArXivComponent

Assemblyai

Retrieve or process content with Assemblyai.

AssemblyAI Get Subtitles — assemblyai.AssemblyAIGetSubtitles
AssemblyAI LeMUR — assemblyai.AssemblyAILeMUR
AssemblyAI List Transcripts — assemblyai.AssemblyAIListTranscripts
AssemblyAI Poll Transcript — assemblyai.AssemblyAITranscriptionJobPoller
AssemblyAI Start Transcript — assemblyai.AssemblyAITranscriptionJobCreator

Bing

Retrieve or process content with Bing.

Bing Search API — bing.BingSearchAPI

Cloudflare

Retrieve or process content with Cloudflare.

Cloudflare Workers AI Embeddings — cloudflare.CloudflareWorkersAIEmbeddings

Confluence

Retrieve or process content with Confluence.

Confluence — confluence.Confluence

Docling

Retrieve or process content with Docling.

Chunk DoclingDocument — docling.ChunkDoclingDocument
Docling — docling.DoclingInline
Docling Serve — docling.DoclingRemote
Export DoclingDocument — docling.ExportDoclingDocument

Duckduckgo

Retrieve or process content with Duckduckgo.

DuckDuckGo Search — duckduckgo.DuckDuckGoSearchComponent

Exa

Retrieve or process content with Exa.

Exa Search — exa.ExaSearch

Firecrawl

Retrieve or process content with Firecrawl.

Firecrawl Crawl API — firecrawl.FirecrawlCrawlApi
Firecrawl Extract API — firecrawl.FirecrawlExtractApi
Firecrawl Map API — firecrawl.FirecrawlMapApi
Firecrawl Scrape API — firecrawl.FirecrawlScrapeApi

Glean

Retrieve or process content with Glean.

Glean Search API — glean.GleanSearchAPIComponent

Jigsawstack

Retrieve or process content with Jigsawstack.

AI Scraper — jigsawstack.JigsawStackAIScraper
AI Web Search — jigsawstack.JigsawStackAISearch
File Read — jigsawstack.JigsawStackFileRead
File Upload — jigsawstack.JigsawStackFileUpload
Image Generation — jigsawstack.JigsawStackImageGeneration
NSFW Detection — jigsawstack.JigsawStackNSFW
Object Detection — jigsawstack.JigsawStackObjectDetection
Sentiment Analysis — jigsawstack.JigsawStackSentiment
Text to SQL — jigsawstack.JigsawStackTextToSQL
Text Translate — jigsawstack.JigsawStackTextTranslate
VOCR — jigsawstack.JigsawStackVOCR

Scrapegraph

Retrieve or process content with Scrapegraph.

ScrapeGraph Markdownify API — scrapegraph.ScrapeGraphMarkdownifyApi
ScrapeGraph Search API — scrapegraph.ScrapeGraphSearchApi
ScrapeGraph Smart Scraper API — scrapegraph.ScrapeGraphSmartScraperApi

Searchapi

Retrieve or process content with Searchapi.

SearchApi — searchapi.SearchComponent

Serpapi

Retrieve or process content with Serpapi.

Serp Search API — serpapi.Serp

Tavily

Retrieve or process content with Tavily.

Tavily Extract API — tavily.TavilyExtractComponent
Tavily Search API — tavily.TavilySearchComponent

Twelvelabs

Retrieve or process content with Twelvelabs.

Convert Astra DB to Pegasus Input — twelvelabs.ConvertAstraToTwelveLabs
Split Video — twelvelabs.SplitVideo
TwelveLabs Pegasus — twelvelabs.TwelveLabsPegasus
TwelveLabs Pegasus Index Video — twelvelabs.TwelveLabsPegasusIndexVideo
TwelveLabs Text Embeddings — twelvelabs.TwelveLabsTextEmbeddings
TwelveLabs Video Embeddings — twelvelabs.TwelveLabsVideoEmbeddings
Video File — twelvelabs.VideoFile

Unstructured

Retrieve or process content with Unstructured.

Unstructured API — unstructured.Unstructured

Wikipedia

Retrieve or process content with Wikipedia.

Wikidata — wikipedia.WikidataComponent
Wikipedia — wikipedia.WikipediaComponent

Wolframalpha

Retrieve or process content with Wolframalpha.

WolframAlpha API — wolframalpha.WolframAlphaAPI

Yahoosearch

Retrieve or process content with Yahoosearch.

Yahoo! Finance — yahoosearch.YfinanceComponent

Youtube

Retrieve or process content with Youtube.

YouTube Channel — youtube.YouTubeChannelComponent
YouTube Comments — youtube.YouTubeCommentsComponent
YouTube Playlist — youtube.YouTubePlaylistComponent
YouTube Search — youtube.YouTubeSearchComponent
YouTube Transcripts — youtube.YouTubeTranscripts
YouTube Trending — youtube.YouTubeTrendingComponent
YouTube Video Details — youtube.YouTubeVideoDetailsComponent

Other services and developer tools

These categories connect to their named services or provide specialist workflow utilities.

Composio

Use the documented Composio tool components.

AgentQL — composio.ComposioAgentQLAPIComponent
Agiled — composio.ComposioAgiledAPIComponent
Airtable — composio.ComposioAirtableAPIComponent
Apollo — composio.ComposioApolloAPIComponent
Asana — composio.ComposioAsanaAPIComponent
Attio — composio.ComposioAttioAPIComponent
Bitbucket — composio.ComposioBitbucketAPIComponent
Bolna — composio.ComposioBolnaAPIComponent
Brightdata — composio.ComposioBrightdataAPIComponent
Calendly — composio.ComposioCalendlyAPIComponent
Canva — composio.ComposioCanvaAPIComponent
Canvas — composio.ComposioCanvasAPIComponent
Coda — composio.ComposioCodaAPIComponent
Composio Tools — composio.ComposioAPI
Contentful — composio.ComposioContentfulAPIComponent
Digicert — composio.ComposioDigicertAPIComponent
Discord — composio.ComposioDiscordAPIComponent
Dropbox — composio.ComposioDropboxAPIComponent
ElevenLabs — composio.ComposioElevenLabsAPIComponent
Exa — composio.ComposioExaAPIComponent
Figma — composio.ComposioFigmaAPIComponent
Finage — composio.ComposioFinageAPIComponent
Firecrawl — composio.ComposioFirecrawlAPIComponent
Fireflies — composio.ComposioFirefliesAPIComponent
Fixer — composio.ComposioFixerAPIComponent
Flexisign — composio.ComposioFlexisignAPIComponent
Freshdesk — composio.ComposioFreshdeskAPIComponent
GitHub — composio.ComposioGitHubAPIComponent
Gmail — composio.ComposioGmailAPIComponent
Google Classroom — composio.ComposioGoogleclassroomAPIComponent
GoogleBigQuery — composio.ComposioGoogleBigQueryAPIComponent
GoogleCalendar — composio.ComposioGoogleCalendarAPIComponent
GoogleDocs — composio.ComposioGoogleDocsAPIComponent
GoogleMeet — composio.ComposioGooglemeetAPIComponent
GoogleSheets — composio.ComposioGoogleSheetsAPIComponent
GoogleTasks — composio.ComposioGoogleTasksAPIComponent
Heygen — composio.ComposioHeygenAPIComponent
Instagram — composio.ComposioInstagramAPIComponent
Jira — composio.ComposioJiraAPIComponent
Jotform — composio.ComposioJotformAPIComponent
Klaviyo — composio.ComposioKlaviyoAPIComponent
Linear — composio.ComposioLinearAPIComponent
Listennotes — composio.ComposioListennotesAPIComponent
Mem0 — composio.ComposioMem0APIComponent
Miro — composio.ComposioMiroAPIComponent
Missive — composio.ComposioMissiveAPIComponent
Notion — composio.ComposioNotionAPIComponent
OneDrive — composio.ComposioOneDriveAPIComponent
Outlook — composio.ComposioOutlookAPIComponent
Pandadoc — composio.ComposioPandadocAPIComponent
PeopleDataLabs — composio.ComposioPeopleDataLabsAPIComponent
PerplexityAI — composio.ComposioPerplexityAIAPIComponent
Reddit — composio.ComposioRedditAPIComponent
SerpAPI — composio.ComposioSerpAPIComponent
Slack — composio.ComposioSlackAPIComponent
Slackbot — composio.ComposioSlackbotAPIComponent
Snowflake — composio.ComposioSnowflakeAPIComponent
Supabase — composio.ComposioSupabaseAPIComponent
Tavily — composio.ComposioTavilyAPIComponent
TimelinesAI — composio.ComposioTimelinesAIAPIComponent
Todoist — composio.ComposioTodoistAPIComponent
Wrike — composio.ComposioWrikeAPIComponent
YouTube — composio.ComposioYoutubeAPIComponent

Git

Load documents from a Git repository.

Git — git.GitLoaderComponent
GitExtractor — git.GitExtractorComponent

Homeassistant

Control Home Assistant devices.

Home Assistant Control — homeassistant.HomeAssistantControl
List Home Assistant States — homeassistant.ListHomeAssistantStates

Notion

Work with Notion pages.

Add Content to Page — Notion.AddContentToPage
Create Page — Notion.NotionPageCreator
List Database Properties — Notion.NotionDatabaseProperties
List Pages — Notion.NotionListPages
List Users — Notion.NotionUserList
Page Content Viewer — Notion.NotionPageContent
Search — Notion.NotionSearch
Update Page Property — Notion.NotionPageUpdate

Olivya

Create an outbound call request.

Place Call — olivya.OlivyaComponent

Components · Custom components · Connections