FlowiseAI
English
English
  • Introduction
  • Get Started
  • Contribution Guide
    • Building Node
  • API Reference
    • Assistants
    • Attachments
    • Chat Message
    • Chatflows
    • Document Store
    • Feedback
    • Leads
    • Ping
    • Prediction
    • Tools
    • Upsert History
    • Variables
    • Vector Upsert
  • CLI Reference
    • User
  • Using Flowise
    • Agentflow V2
    • Agentflow V1 (Deprecating)
      • Multi-Agents
      • Sequential Agents
        • Video Tutorials
    • API
    • Analytic
      • Arize
      • Langfuse
      • Lunary
      • Opik
      • Phoenix
    • Document Stores
    • Embed
    • Monitoring
    • Streaming
    • Uploads
    • Variables
    • Workspaces
    • Evaluations
  • Configuration
    • Auth
      • Application
      • Flows
    • Databases
    • Deployment
      • AWS
      • Azure
      • Alibaba Cloud
      • Digital Ocean
      • Elestio
      • GCP
      • Hugging Face
      • Kubernetes using Helm
      • Railway
      • Render
      • Replit
      • RepoCloud
      • Sealos
      • Zeabur
    • Environment Variables
    • Rate Limit
    • Running Flowise behind company proxy
    • SSO
    • Running Flowise using Queue
    • Running in Production
  • Integrations
    • LangChain
      • Agents
        • Airtable Agent
        • AutoGPT
        • BabyAGI
        • CSV Agent
        • Conversational Agent
        • Conversational Retrieval Agent
        • MistralAI Tool Agent
        • OpenAI Assistant
          • Threads
        • OpenAI Function Agent
        • OpenAI Tool Agent
        • ReAct Agent Chat
        • ReAct Agent LLM
        • Tool Agent
        • XML Agent
      • Cache
        • InMemory Cache
        • InMemory Embedding Cache
        • Momento Cache
        • Redis Cache
        • Redis Embeddings Cache
        • Upstash Redis Cache
      • Chains
        • GET API Chain
        • OpenAPI Chain
        • POST API Chain
        • Conversation Chain
        • Conversational Retrieval QA Chain
        • LLM Chain
        • Multi Prompt Chain
        • Multi Retrieval QA Chain
        • Retrieval QA Chain
        • Sql Database Chain
        • Vectara QA Chain
        • VectorDB QA Chain
      • Chat Models
        • AWS ChatBedrock
        • Azure ChatOpenAI
        • NVIDIA NIM
        • ChatAnthropic
        • ChatCohere
        • Chat Fireworks
        • ChatGoogleGenerativeAI
        • Google VertexAI
        • ChatHuggingFace
        • ChatLocalAI
        • ChatMistralAI
        • IBM Watsonx
        • ChatOllama
        • ChatOpenAI
        • ChatTogetherAI
        • GroqChat
      • Document Loaders
        • Airtable
        • API Loader
        • Apify Website Content Crawler
        • BraveSearch Loader
        • Cheerio Web Scraper
        • Confluence
        • Csv File
        • Custom Document Loader
        • Document Store
        • Docx File
        • Epub File
        • Figma
        • File
        • FireCrawl
        • Folder
        • GitBook
        • Github
        • Google Drive
        • Google Sheets
        • Jira
        • Json File
        • Json Lines File
        • Microsoft Excel
        • Microsoft Powerpoint
        • Microsoft Word
        • Notion
        • PDF Files
        • Plain Text
        • Playwright Web Scraper
        • Puppeteer Web Scraper
        • S3 File Loader
        • SearchApi For Web Search
        • SerpApi For Web Search
        • Spider - web search & crawler
        • Text File
        • Unstructured File Loader
        • Unstructured Folder Loader
      • Embeddings
        • AWS Bedrock Embeddings
        • Azure OpenAI Embeddings
        • Cohere Embeddings
        • Google GenerativeAI Embeddings
        • Google VertexAI Embeddings
        • HuggingFace Inference Embeddings
        • LocalAI Embeddings
        • MistralAI Embeddings
        • Ollama Embeddings
        • OpenAI Embeddings
        • OpenAI Embeddings Custom
        • TogetherAI Embedding
        • VoyageAI Embeddings
      • LLMs
        • AWS Bedrock
        • Azure OpenAI
        • Cohere
        • GoogleVertex AI
        • HuggingFace Inference
        • Ollama
        • OpenAI
        • Replicate
      • Memory
        • Buffer Memory
        • Buffer Window Memory
        • Conversation Summary Memory
        • Conversation Summary Buffer Memory
        • DynamoDB Chat Memory
        • MongoDB Atlas Chat Memory
        • Redis-Backed Chat Memory
        • Upstash Redis-Backed Chat Memory
        • Zep Memory
      • Moderation
        • OpenAI Moderation
        • Simple Prompt Moderation
      • Output Parsers
        • CSV Output Parser
        • Custom List Output Parser
        • Structured Output Parser
        • Advanced Structured Output Parser
      • Prompts
        • Chat Prompt Template
        • Few Shot Prompt Template
        • Prompt Template
      • Record Managers
      • Retrievers
        • Extract Metadata Retriever
        • Custom Retriever
        • Cohere Rerank Retriever
        • Embeddings Filter Retriever
        • HyDE Retriever
        • LLM Filter Retriever
        • Multi Query Retriever
        • Prompt Retriever
        • Reciprocal Rank Fusion Retriever
        • Similarity Score Threshold Retriever
        • Vector Store Retriever
        • Voyage AI Rerank Retriever
      • Text Splitters
        • Character Text Splitter
        • Code Text Splitter
        • Html-To-Markdown Text Splitter
        • Markdown Text Splitter
        • Recursive Character Text Splitter
        • Token Text Splitter
      • Tools
        • BraveSearch API
        • Calculator
        • Chain Tool
        • Chatflow Tool
        • Custom Tool
        • Exa Search
        • Gmail
        • Google Calendar
        • Google Custom Search
        • Google Drive
        • Google Sheets
        • Microsoft Outlook
        • Microsoft Teams
        • OpenAPI Toolkit
        • Code Interpreter by E2B
        • Read File
        • Request Get
        • Request Post
        • Retriever Tool
        • SearchApi
        • SearXNG
        • Serp API
        • Serper
        • Tavily
        • Web Browser
        • Write File
      • Vector Stores
        • AstraDB
        • Chroma
        • Couchbase
        • Elastic
        • Faiss
        • In-Memory Vector Store
        • Milvus
        • MongoDB Atlas
        • OpenSearch
        • Pinecone
        • Postgres
        • Qdrant
        • Redis
        • SingleStore
        • Supabase
        • Upstash Vector
        • Vectara
        • Weaviate
        • Zep Collection - Open Source
        • Zep Collection - Cloud
    • LiteLLM Proxy
    • LlamaIndex
      • Agents
        • OpenAI Tool Agent
        • Anthropic Tool Agent
      • Chat Models
        • AzureChatOpenAI
        • ChatAnthropic
        • ChatMistral
        • ChatOllama
        • ChatOpenAI
        • ChatTogetherAI
        • ChatGroq
      • Embeddings
        • Azure OpenAI Embeddings
        • OpenAI Embedding
      • Engine
        • Query Engine
        • Simple Chat Engine
        • Context Chat Engine
        • Sub-Question Query Engine
      • Response Synthesizer
        • Refine
        • Compact And Refine
        • Simple Response Builder
        • Tree Summarize
      • Tools
        • Query Engine Tool
      • Vector Stores
        • Pinecone
        • SimpleStore
    • Utilities
      • Custom JS Function
      • Set/Get Variable
      • If Else
      • Sticky Note
    • External Integrations
      • Zapier Zaps
  • Migration Guide
    • Cloud Migration
    • v1.3.0 Migration Guide
    • v1.4.3 Migration Guide
    • v2.1.4 Migration Guide
  • Tutorials
    • RAG
    • Agentic RAG
    • SQL Agent
    • Agent as Tool
    • Interacting with API
    • Tools & MCP
    • Structured Output
    • Human In The Loop
    • Deep Research
  • Use Cases
    • Calling Children Flows
    • Calling Webhook
    • Interacting with API
    • Multiple Documents QnA
    • SQL QnA
    • Upserting Data
    • Web Scrape QnA
  • Flowise
    • Flowise GitHub
    • Flowise Cloud
Powered by GitBook
On this page
  • Inputs
  • Required Parameters
  • Optional Parameters
  • Outputs
  • Supported File Types
  • Features
  • File Processing Options
  • PDF Processing
  • JSON/JSONL Processing
  • Notes
Edit on GitHub
  1. Integrations
  2. LangChain
  3. Document Loaders

File

PreviousFigmaNextFireCrawl

Last updated 11 days ago

The File Loader is a versatile document loader that supports multiple file formats including TXT, JSON, CSV, DOCX, PDF, Excel, PowerPoint, and more. This module provides a unified interface for loading and processing various file types.

This module provides a sophisticated file loader that can:

  • Load multiple file formats

  • Support both base64-encoded files and files from storage

  • Handle PDF-specific processing options

  • Process JSON and JSONL with pointer extraction

  • Support text splitting

  • Customize metadata extraction

  • Handle file storage integration

Inputs

Required Parameters

  • File: The file(s) to process (supports multiple formats)

Optional Parameters

  • Text Splitter: A text splitter to process the extracted content

  • PDF Usage: Choose between:

    • One document per page

    • One document per file

  • Use Legacy Build: Use legacy build for PDF compatibility issues

  • JSONL Pointer Extraction: Pointer name for JSONL files

  • Additional Metadata: JSON object with additional metadata

  • Omit Metadata Keys: Comma-separated list of metadata keys to omit

Outputs

  • Document: Array of document objects containing metadata and pageContent

  • Text: Concatenated string from pageContent of documents

Supported File Types

  • Text Files (.txt)

  • JSON Files (.json)

  • JSONL Files (.jsonl)

  • CSV Files (.csv)

  • PDF Files (.pdf)

  • Word Documents (.docx)

  • Excel Files (.xlsx, .xls)

  • PowerPoint Files (.pptx, .ppt)

  • And more...

Features

  • Multi-format support

  • Storage integration

  • PDF processing options

  • JSON pointer extraction

  • Text splitting support

  • Metadata customization

  • Error handling

  • MIME type detection

File Processing Options

PDF Processing

  • Per-page splitting

  • Single document mode

  • Legacy build support

  • OCR compatibility

JSON/JSONL Processing

  • Pointer-based extraction

  • Structured data handling

  • Array processing

  • Nested object support

Notes

  • Automatically detects file type

  • Handles multiple files simultaneously

  • Supports file storage integration

  • Preserves file metadata

  • Handles large files efficiently

  • Error handling for invalid files

  • Memory-efficient processing