Skip to content
videodb
VideoDB Documentation
  • Pages
    • Welcome to VideoDB Docs
    • Quick Start Guide
      • Video Indexing Guide
      • Semantic Search
      • Collections
      • Public Collections
      • Callback Details
      • Ref: Subtitle Styles
      • Language Support
      • Guide: Subtitles
      • How Accurate is Your Search?
    • Visual Search and Indexing
      • Scene Extraction Algorithms
      • Custom Annotations
      • Scene-Level Metadata: Smarter Video Search & Retrieval
      • Advanced Visual Search Pipelines
      • Playground for Scene Extractions
      • Deep Dive into Prompt Engineering : Mastering Visual Indexing
      • How VideoDB Solves Complex Visual Analysis Tasks
      • Multimodal Search: Quickstart
      • Conference Slide Scraper with VideoDB
    • Examples and Tutorials
      • Dubbing - Replace Soundtrack with New Audio
      • VideoDB: Adding AI Generated voiceovers to silent footage
      • Beep curse words in real-time
      • Remove Unwanted Content from videos
      • Instant Clips of Your Favorite Characters
      • Insert Dynamic Ads in real-time
      • Adding Brand Elements with VideoDB
      • Elevating Trailers with Automated Narration
      • Add Intro/Outro to Videos
      • Audio overlay + Video + Timeline
      • Building Dynamic Video Streams with VideoDB: Integrating Custom Data and APIs
      • AI Generated Ad Films for Product Videography
      • Fun with Keyword Search
      • Overlay a Word-Counter on Video Stream
      • Generate Automated Video Outputs with Text Prompts | VideoDB
      • Eleven Labs x VideoDB: Adding AI Generated voiceovers to silent footage
      • VideoDB x TwelveLabs: Real-Time Video Understanding
      • Multimodal Search
      • How I Built a CRM-integrated Sales Assistant Agent in 1 Hour
      • Make Your Video Sound Studio Quality with Voice Cloning
      • Automated Traffic Violation Reporter
    • Live Video→ Instant Action
    • Generative Media Quickstart
      • Generative Media Pricing
    • Video Editing Automation
      • Fit & Position: Aspect Ratio Control
      • Trimming vs Timing: Two Independent Timelines
      • Advanced Clip Control: The Composition Layer
      • Caption & Subtitles: Auto-Generated Speech Synchronization
      • Notebooks
    • Transcoding Quickstart
    • director-light
      Director - Video Agent Framework
      • Agent Creation Playbook
      • Setup Director Locally
    • Workflows and Integrations
      • zapier
        Zapier Integration
        • Auto-Dub Videos & Save to Google Drive
        • Create & Add Intelligent Video Highlights to Notion
        • Create GenAI Video Engine - Notion Ideas to Youtube
        • Automatically Detect Profanity in Videos with AI - Update on Slack
        • Generate and Store YouTube Video Summaries in Notion
        • Automate Subtitle Generation for Video Libraries
        • Solve customers queries with Video Answers
      • n8n
        N8N Workflows
        • AI-Powered Meeting Intelligence: Recording to Insights Automation
        • AI Powered Dubbing Workflow for Video Content
        • Automate Subtitle Generation for Video Libraries
        • Automate Interview Evaluations with AI
        • Turn Meeting Recordings into Actionable Summaries
        • Auto-Sync Sales Calls to HubSpot CRM with AI
        • Instant Notion Summaries for Your Youtube Playlist
    • Meeting Recording SDK
    • github
      Open Source
      • llama
        LlamaIndex VideoDB Retriever
      • PromptClip: Use Power of LLM to Create Clips
      • StreamRAG: Connect ChatGPT to VideoDB
    • mcp
      VideoDB MCP Server
    • videodb
      Give your AI, Eyes and Ears
      • Building Infrastructure that “Sees” and “Edits”
      • Agents with Video Experience
      • From MP3/MP4 to the Future with VideoDB
      • Dynamic Video Streams
      • Why do we need a Video Database Now?
      • What's a Video Database ?
      • Enhancing AI-Driven Multimedia Applications
      • Beyond Traditional Video Infrastructure
    • Customer Love
    • Join us
      • videodb
        Internship: Build the Future of AI-Powered Video Infrastructure
      • Ashutosh Trivedi
        • Playlists
        • Talks - Solving Logical Puzzles with Natural Language Processing - PyCon India 2015
      • Ashish
      • Shivani Desai
      • Gaurav Tyagi
      • Rohit Garg
      • Edge of Knowledge
        • Language Models to World Models: The Next Frontier in AI
        • Society of Machines
          • Society of Machines
          • Autonomy - Do we have the choice?
          • Emergence - An Intelligence of the collective
        • Building Intelligent Machines
          • Part 1 - Define Intelligence
          • Part 2 - Observe and Respond
          • Part 3 - Training a Model
      • Updates
        • VideoDB Acquires Devzery: Expanding Our AI Infra Stack with Developer-First Testing Automation

LlamaIndex VideoDB Retriever

image (12).png
Today, most of the RAG applications are limited to generating text responses. However, VideoDB's integration with the popular RAG framework, LlamaIndex, introduces a groundbreaking dimension to RAG, upon video repositories.
This integration enables RAG to produce multimodal outputs, including video streams alongside text results, enhancing the verifiability of these results. It also opens up numerous practical applications where viewing the stream is essential, such as in security camera footage, OTT content, and news and media
To quickly experiment with the VideoDB Retriever within the LlamaIndex framework, check out this Notebook 👉

RAG applications are just one of the many uses for VideoDB. 🔔 Stay tuned for further integrations into other popular open-source frameworks!

Want to print your doc?
This is not the way.
Try clicking the ··· in the right corner or using a keyboard shortcut (
CtrlP
) instead.