llama-index-retrievers-tldw 0.2.0

llama-index retrievers tl;dw AI integration

TL;DW Video Retriever

Overview

TL;DW is a powerful video understanding API that retrieves precise moments from videos using natural language queries. By integrating TL;DW with LlamaIndex, we can efficiently index and search video content, enabling seamless knowledge retrieval from videos.

Setup

• Obtain API keys from tl;dw Playground. New users are granted free indexing minutes automatically.

• Install the required packages:

pip install llama-index-retrievers-tldw

Usage

• Initialize the TldwRetriever with your API key and collection ID:

from llama_index.retrievers.tldw import TldwRetriever
from llama_index.core.query_engine import RetrieverQueryEngine

# Initialize the retriever
retriever = TldwRetriever(
    api_key="YOUT_TLDW_API_KEY",
    collection_id="YOUR_COLLECTION_ID",  # Replace with your actual collection ID
)

# Create a query engine
query_engine = RetrieverQueryEngine(
    retriever=retriever,
)

# Query and summarize response
response = query_engine.query("What are the brands of smart watches reviewed?")
print(
    response
)  # "The brands of smartwatches reviewed in the videos are Apple and Garmin."

Support

If you have any questions or feedback, please feel free to reach out to us.

• tl;dw AI
• Code Examples
• Email