For AI agents: visit https://docs.datastreamer.io/llms.txt for an index of all pages formatted in Markdown and endpoints in OpenAPI.
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Documentation
DocumentationRecipes & TemplatesProduct Updates

Getting Started

  • 👋 Welcome to Datastreamer!
  • Data Streams Overview (The Platform)
  • Creating Your Account
  • Platform Glossary
  • Architecture Overview
  • Platform FAQs

DATA STREAMS

  • Data Streams Overview
  • Sources
    • Sources Overview
    • Data Stream Sources Capability Table
    • Twitter/X
    • Threads
    • Facebook
    • YouTube
    • Reddit
    • Instagram
    • TikTok
    • 🔜Bluesky
  • Transformations & Operations
    • Unify Transformer
      • Unified Data Dictionary
    • Routing & Filtering
      • Concat
      • JSON Router
      • Splitters
      • Lucene Document Filter
      • Document Batcher
      • Document Deduplication
    • Custom Transformations
    • JSON Schema Transformer
      • Transformation Schema
      • Transformation Operations
      • JSON Conditions
  • Searchable Storage
    • Adding & Using Searchable Storage
    • Managing your Searchable Storage
    • Searchable Storage APIs
      • Search API
        • Performing a Query
        • Sample Search Request & Response
        • API Pagination
      • Aggregations with Search API
      • Count API
  • Destinations
    • Firehose
    • Webhook
    • Datastreamer Searchable Storage Ingress
    • Direct Data Upload
    • SFTP
      • SFTP Storage Egress
    • Event Streaming
      • Google Pub/Sub Ingress
      • Google Pub/Sub Egress Connector
    • File Storage
      • Datastreamer File Storage Egress
      • Datastreamer File Storage Ingress

JOBS

  • Connector Automation (Jobs)
    • Creating Jobs via Jobs API
    • Managing Jobs
    • Stopping a Job (Portal)
    • Listing Jobs via Jobs API
    • Get Job Details via Jobs API
    • Cancelling Jobs via Jobs API
    • Deleting Jobs via Jobs API
    • Updating Jobs (Portal, API)
    • Advanced Job Search
    • Job Failure Handling
    • Jobs Creation with AI/Agents
    • Best Practices for Data Collection Jobs
    • Jobs DVU Count API
  • Connector Automation (AI Tools)
    • MCP Server Setup Guide
    • Job Creation Agent

DIRECT INTEGRATIONS

  • Direct Integrations Overview
  • Data Sources
    • Apify
      • Apify Setup Guide
      • Troubleshooting & FAQ
    • Brightdata
      • Brightdata Account Setup
      • Brightdata Amazon Products
      • Brightdata CNN News
      • Brightdata Crunchbase Business
      • Brightdata Ebay Products
      • Brightdata Etsy Products
      • Brightdata G2 Reviews
      • Brightdata Github Code
      • Brightdata Glassdoor Jobs
      • Brightdata Google Shopping
      • Brightdata Indeed Jobs
      • Brightdata Instagram Posts
      • Brightdata Pinterest Posts
      • Brightdata Reddit Posts
      • Brightdata Shein Products
      • Brightdata Target Products
      • Brightdata Trustradius Reviews
      • Brightdata Walmart Products
      • Brightdata Yahoo Finance Business
      • Brightdata Youtube Posts
    • Bluesky Live Feed
    • DarkOwl Search
    • Talkwalker Search
    • Datashake Social Media
      • Datashake Bluesky
      • Datashake Facebook
      • Datashake Instagram
      • Datashake LinkedIn
      • Datashake Reddit
      • Datashake X (Twitter)
      • Datashake YouTube
    • Opoint News
    • Socialgist
      • Socialgist Blogs
      • Socialgist Blog Links
      • Socialgist Boards
      • Socialgist Boards Compliance
      • Socialgist News
      • Socialgist News Compliance
      • Socialgist Quora
      • Socialgist Reddit
      • Socialgist Reddit Links
      • Socialgist Reviews
      • Socialgist Tencent Weibo
      • Socialgist Tiktok
      • Socialgist Videos
      • Socialgist VK
    • WebSightLine
      • WebSightLine Augmented Instagram
      • WebSightLine Instagram
      • WebSightLine Threads
    • Private Data Sources
  • Cloud Storage
    • Cloudflare R2 Storage Ingress
      • Cloudflare R2 Setup Guide
      • Cloudflare R2 Storage Egress
    • Azure Blob Storage Ingress
      • Azure Blob Storage Ingress Setup Guide
      • Azure Blob Storage Egress
    • Google Cloud Storage Ingress
      • Google Cloud Storage Ingress Setup Guide
      • Google Cloud Storage Egress
    • Amazon S3
      • Amazon S3 Ingress Setup Guide
      • Amazon S3 Storage Egress Connector
  • Enrichments & Models
    • GenAI ESG Classifier
    • Language Detection (Google Service)
    • Language Detection (Datastreamer)
    • Named Entity Recognition
    • GenAI Brand Recognition Classifier
    • GenAI Entity Recognition Classifier
    • GenAI Sentiment Classifier
    • GenAI Category Classifier
    • Market Interest Categorization Taxonomy
    • IPTC Media Topic Categorization Taxonomy
    • GenAI Emotion Detection Classifier
    • Product Sentiment Classifier
    • Sentiment Classification (short content)
    • Custom Functions
    • Content Similarity Clustering
    • GenAI Intent Classifier
    • Violence Detection
    • Hard News
    • Influence Classification
    • Private AI PII Redaction
    • Gemini Translate (Large Language Model)
    • Google Translate
    • Open AI Completion
    • Content Enrichment
      • X/Twitter Post Metrics Collector
      • X/Twitter Retweets Collector
    • File Operations
      • PDF Table Extraction to Unified Schema
      • PDF to JSON Text Extraction
      • WebSightLine File Fetcher
      • WebSightLine Profile Fetcher
    • Location Classification
      • Location Inference Models
      • Dominant Location Classifier
    • Social Voice
      • Social Voice Video On Demand Transcription
  • Databases
    • Big Query
      • Big Query Writer
      • Big Query Fixed Schema Writer
    • Snowflake
      • Snowflake Setup Guide
    • Databricks
      • Databricks File Egress
      • Databricks SQL Egress
    • ElasticSearch
      • Elasticsearch Egress
  • ETL Platforms
    • Fivetran
      • Fivetran Setup Guide

PRICING & BILLING

  • How Data Streams are Priced
  • Direct Integrations Pricing
  • What are Data Volume Units?
  • Committed Usage Discounts (Commits)
  • Billing Management
    • Billing Dashboard
    • Detailed Billing Views (Using Tags)
    • Pricing Calculator
    • Budget Alerts
  • Tips: Optimizing Your Datastreamer Usage
  • Provider Bundles for Direct Integrations
    • What are Bundles?
    • NLP Classifiers (Datastreamer-provided)
    • AI Classifiers (Datastreamer-provided)
    • Location Inference Bundle (Datastreamer-provided)
    • Bright Data Specialty Sources
    • Bright Data High Result Source Bundle

Pipeline Management, Security, APIs

  • What is a Dynamic Pipeline?
  • Pipeline Deployment
  • Managing Pipelines
    • Pipeline Versioning
    • Pausing, Stopping, and Deleting
    • Pipeline Import and Export
  • Tracking & Monitoring
    • Pipeline Document Inspector Component
    • Volume Health Monitoring & Alerting
    • Pipeline Metrics & Analytics
    • Component Log Viewer
    • Failed Items Viewer
  • Quick Diagnostics
  • Creating Jobs
    • Creating Jobs by Importing a Jobs CSV File

Security & Compliance

  • Pipeline Regional Deployment
  • Platform Transparency Overview
  • Platform Security Overview
    • API Key Regeneration
  • Compliance-Sensitive Usage

Other

  • Quick Start Pipeline Templates
    • Sentiment, Location, and Language Enriched Pipeline Template
    • Multi-source Entity Recognition Pipeline Template
  • Tips & Tricks
    • How To Enrich Your Own Data (Bring Your Own Data)
    • Blacklist Filtering
    • Estimating external data volumes
  • Google Sheet Integration
  • 📘Executive "Launch" Guide

MCP Server

  • MCP
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