llama-index-integrations/tools/llama-index-tools-dappier/README.md
Dappier is a platform that connects LLMs and Agentic AI agents to real-time, rights-cleared data from trusted sources, including web search, finance, and news. By providing enriched, prompt-ready data, Dappier empowers AI with verified and up-to-date information for a wide range of applications. Explore a wide range of data models in our marketplace at marketplace.dappier.com.
This package provides two tool specs:
DappierRealTimeSearchToolSpec: A powerful API-driven tool designed to fetch up-to-the-minute information from various sources, including real-time web search results, stock market data, news, weather, travel deals and much more.
DappierAIRecommendationsToolSpec: Provides AI-powered content recommendations across a range of domains including sports news, lifestyle news, pet care content from iHeartDogs and iHeartCats, compassionate living from GreenMonster, and local news from WISH-TV and 9&10 News.
Real-Time Web Search: Fetches the latest news, weather updates, travel deals, and other relevant web content through AI-powered search.
Stock Market Insights: Retrieves real-time stock prices, financial news, and trade data from Polygon.io, enriched with AI-driven insights.
AI-Powered Queries: Uses pre-defined AI models to refine and enhance search results for better accuracy and relevance.
Seamless Integration: Works with the Dappier API, requiring a valid API key to access search functionalities.
Domain-specific recommendations: Tailors AI-powered content suggestions across verticals like sports, lifestyle, pet care and news.
Smart search algorithms: Supports modes like semantic, trending, and most recent to deliver the most relevant and timely results.
Reference domain targeting: Lets you prioritize results from a specific site or domain for more context-aware recommendations.
Readable, structured output: Returns responses with clear formatting, including title, summary, author, publish date, source, and links.
pip install llama-index-tools-dappier
You'll need to set up your API keys for OpenAI and Dappier.
You can go to here to get API Key from Open AI.
os.environ["OPENAI_API_KEY"] = "openai_api_key"
You can go to here to get API Key from Dappier with free credits.
os.environ["DAPPIER_API_KEY"] = "dappier_api_key"
This tool has a more extensive example usage documented in a Jupyter notebook here
Here's an example usage of the DappierRealTimeSearchToolSpec.
from llama_index.tools.dappier import (
DappierRealTimeSearchToolSpec,
)
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
dappier_tool = DappierRealTimeSearchToolSpec()
agent = FunctionAgent(
tools=dappier_tool.to_tool_list(),
llm=OpenAI(model="gpt-4o"),
)
await agent.run(
"How is the weather in Boston today ? Create a detailed analysis in markdown format."
)
The tools available in are:
search_real_time_data: A tool that performs a real-time web search to retrieve the latest information, including news, weather, travel deals, and more.search_stock_market_data: A tool that fetches real-time stock market data, including stock prices, financial news, and trade updates, with AI-powered insights.This tool has a more extensive example usage documented in a Jupyter notebook here
Here's an example usage of the DappierAIRecommendationsToolSpec.
from llama_index.tools.dappier import (
DappierAIRecommendationsToolSpec,
)
from llama_index.core.agent.workflow import FunctionAgent
from llama_index.llms.openai import OpenAI
dappier_tool = DappierAIRecommendationsToolSpec()
agent = FunctionAgent(
tools=dappier_tool.to_tool_list(),
llm=OpenAI(model="gpt-4o"),
)
await agent.run(
"Get latest sports news, lifestyle news, breaking news, dog care advice and summarize it into different sections, with source links."
)
The tools available in are:
get_sports_news_recommendations: A tool that fetches real-time news, updates, and personalized content from top sports sources like Sportsnaut, Forever Blueshirts, Minnesota Sports Fan, LAFB Network, Bounding Into Sports, and Ringside Intel.
get_lifestyle_news_recommendations: A tool that fetches Real-time updates, analysis, and personalized content from top sources like The Mix, Snipdaily, Nerdable, and Familyproof.
get_iheartdogs_recommendations: A tool that fetches articles on health, behavior, lifestyle. grooming, ownership and more from iheartdogs.com
get_iheartcats_recommendations: A tool that fetches articles on health, behavior, lifestyle. grooming, ownership and more from iheartcats.com
get_greenmonster_recommendations: A tool that fetches guides to making conscious and compassionate choices that help people, animals, and the planet.
get_wishtv_recommendations: A tool that fetches politics, breaking news, multicultural news, Hispanic language content, Entertainment, Health, Education and many more.
get_nine_and_ten_news_recommendations: A tool that fetches up-to-date local news, weather forecasts, sports coverage, and community stories for Northern Michigan, including the Cadillac and Traverse City areas.
This loader is designed to be used as a way to load data as a Tool in an Agent.