◈ TOOLFORGE
TOOLFORGE/MOD_018/RESEARCH
AIONLINE
SYS://MOD_018

AI RESEARCH AGENT

Enter any topic and get a structured AI report — summary, key points, sources, and next steps. Powered by live web search + AI. Free Perplexity alternative.


>RESEARCH QUERY0/300
// try:
// AGENT READY

Enter any topic or question above. The agent will search the web and produce a structured report with sources, key points, and next steps.

// Web search powered by Tavily. AI summarization via local GPU or Groq. Your queries are not stored by ToolForge.


// USE CASES

FREE AI RESEARCH TOOL — PERPLEXITY ALTERNATIVE

This AI research agent combines live web search with AI summarization to give you structured, sourced reports on any topic — for free. It's a direct alternative to Perplexity AI for users who need quick research without a $20/month subscription. Powered by Tavily's search API and local or cloud AI inference, it delivers results in under 15 seconds with full source citations.

Technology research
Understand how a new framework, blockchain, or AI model works before committing to it.
Market research
Get a fast overview of a market, its key players, and current trends without reading 20 articles.
Content creation
Research a topic before writing a blog post or thread — get key points and sources in one pass.
Investment research
Quickly understand a protocol, project, or sector before going deeper.
Learning new topics
Get a structured explainer on any concept with actionable next steps for deeper learning.
Competitive analysis
Research competitors, tools, or alternatives and get a synthesized comparison instantly.
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// HOW IT WORKS
01
Web Search
Tavily searches and indexes live web sources
02
AI Analysis
LLM reads and synthesizes the top results
03
Report
Summary, key points, sources, next steps
// GOOD QUERIES
“How does [technology] work?”
“Best [tools/strategies] for [goal]”
“What is [concept] and why does it matter?”
“[Topic] explained for beginners”

// FAQ

FREQUENTLY ASKED QUESTIONS

Q1.How is this different from just searching Google?

The AI Research Agent searches multiple sources simultaneously, reads the content, and synthesizes it into a structured report — summary, key points, sources, and actionable next steps. You get the distilled insight without reading 10 tabs.

Q2.How is this different from Perplexity?

Same core idea — web search + AI summarization — but free with no usage limits on the basic tier. Perplexity charges $20/month for Pro. ToolForge uses Tavily for web search and your local GPU (or Groq as fallback) for summarization.

Q3.Is my search query stored?

ToolForge does not store your queries. The query is sent to Tavily's API for search and to the AI model for summarization, then discarded. Review Tavily's privacy policy at tavily.com for their data practices.

Q4.What AI model generates the summary?

The agent first tries a local model running on a GPU (Kobold). If unavailable, it falls back to Llama 3.3 70B via Groq. The source is shown in the report header.

Q5.Why does it sometimes take 10-15 seconds?

The agent performs a real-time web search (2-4s), fetches and reads multiple pages, then runs AI summarization (3-8s). The result is a fresh, current report — not cached or pre-generated content.

Q6.What kinds of queries work best?

Specific questions and topics work best: "How does X work", "Best strategies for Y", "What is Z and why does it matter". Very broad queries like "technology" return generic results. The more specific the query, the more useful the report.