Agent Research Stack
Web-search-enabled agent for autonomous research tasks.
/ quick answer
Plan, search, scrape, and synthesize structured research output. Web-search-enabled agent for autonomous research tasks.
- Lovable AI Gateway
- Tavily or SerpAPI
- Playwright for scraping
- Zod schemas for structured output
- Perplexity API as one-shot replacement
What is the Agent Research Stack stack for?
Plan, search, scrape, and synthesize structured research output.
Which tools are in this stack?
Lovable AI Gateway, Tavily or SerpAPI, Playwright for scraping, Zod schemas for structured output.
Are there alternatives to this stack?
Yes — Perplexity API as one-shot replacement.
/ continue exploring
Related concepts
The vocabulary this page depends on.
- →AI Agent
An autonomous AI system that plans and executes multi-step tasks.
- →LLM Orchestration
Coordinating multiple model calls, tools, and data sources into one reliable system.
- →Agent Memory
Persistent context that lets agents retain preferences, decisions, and prior work.
- →MCP (Model Context Protocol)
Open protocol that lets LLMs connect to tools, data sources and apps through a standard interface.
Related workflows
Turn this into a repeatable process.
- →Automated Competitor Research
From a product description to a structured competitor matrix in under 10 minutes.
- →Personal Research Assistant Workflow
A repeatable system to research any topic deeply in under 30 minutes.
Related tool stacks
The tools that run it in production.
- →LLM Context Management Stack
A technology stack for effectively managing and optimizing the context provided to large language models, ensuring efficient, relevant, and cost-effective operations.
- →AutoGen Agent Research Stack
This stack outlines the core components for building an autonomous research agent system using AutoGen, focusing on dynamic information retrieval, analysis, and report generation.
- →Research Automation Stack
Search, fetch, extract and synthesise sourced briefs on a schedule.
- →AI Research & Knowledge Stack
Default toolset for analysts, founders and creators doing deep research with AI.
Related prompts
Reusable prompts for this job.
- →Competitor Discovery Prompt
Surface and structure direct competitors for a given product.
- →Crypto Research Agent Prompt
System prompt for a research agent that must cite sources, separate fact from inference, and refuse to predict prices.
Related use cases
How people apply it, and what came out.
- →Build An AI Crypto Research Agent
A read-only research agent produced daily briefings on a 30-token watchlist, cutting a 90-minute manual routine to a 10-minute review.
Comparisons & alternatives
Pick between the options.
- →GPT vs Claude for Business Workflows
Choosing the right model family for production use.
- →AI Agent vs Workflow Automation
When to use autonomous reasoning and when to use deterministic automation.
- →ChatGPT vs Claude
Two leading conversational AI assistants compared across reasoning, writing, coding, and pricing.
- →OpenAI API vs Anthropic API
Choosing between the two leading LLM API providers for production apps.