Twitter Reader

import logging
import sys

logging.basicConfig(stream=sys.stdout, level=logging.INFO)
logging.getLogger().addHandler(logging.StreamHandler(stream=sys.stdout))

If you’re opening this Notebook on colab, you will probably need to install LlamaIndex 🦙.

!pip install llama-index

from llama_index import VectorStoreIndex, TwitterTweetReader
from IPython.display import Markdown, display
import os

# create an app in https://developer.twitter.com/en/apps
BEARER_TOKEN = "<bearer_token>"

# create reader, specify twitter handles
reader = TwitterTweetReader(BEARER_TOKEN)
documents = reader.load_data(["@twitter_handle1"])

index = VectorStoreIndex.from_documents(documents)

# set Logging to DEBUG for more detailed outputs
query_engine = index.as_query_engine()
response = query_engine.query("<query_text>")

display(Markdown(f"<b>{response}</b>"))