Library / AI Agents & Assistants
AI Agents & Assistants
Search and Summarize the Web with Tavily and OpenAI
When a chat message is received, Tavily searches and extracts the best web results and OpenAI summarizes the pages.
What it does
## Tavily API Overview https://docs.tavily.com/docs/welcome The Tavily API provides a specialized search engine built specifically for AI agents and LLM applications, offering two main endpoints: ## Search Endpoint The search endpoint enables intelligent web searching with: Key Features - Query-based search with customizable depth ("basic" or "advanced") - Topic filtering for general or news content - Control over result quantity and content type - Domain inclusion/exclusion capabilities - Time range filtering and news date restrictions ## Extract Endpoint The extract endpoint focuses on content retrieval: Key Features - Single or batch URL processing - Raw content extraction - Optional image extraction - Structured response format ## Implementation Benefits For AI Integration - Optimized for RAG (Retrieval Augmented Generation) - Single API call handles searching, scraping and filtering - Customizable response formats - Built-in content relevance scoring Technical Advantages - JSON response format - Error handling for failed requests - Response time metrics - Flexible content filtering options This API is designed to simplify the integration of real-time web data into AI applications while ensuring high-quality, relevant results through intelligent processing and filtering.
The steps
- Tavily Search
- Tavily Extract
- Get Top Result
- Tavily Extract Top Search
- Filter > 90%
- Tavily Search Topic
- OpenAI Chat Model
- Summarize Web Page Content
- Tavily API Key
- Provide search topic via Chat window
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