🤖Deep Research — Ship a Production-Ready AI Research Agent in One Afternoon
Deep Research — Ship a Production-Ready AI Research Agent in One Afternoon
"I spent 3 weeks building research automation from scratch. This template would have saved me 80+ hours."
Stop copy-pasting between ChatGPT, Google, and your notes. Deploy an AI agent that searches the web, synthesizes sources, and delivers polished reports — triggered from Telegram with one command.
Who This Is For
- Solo founders who need market research without hiring analysts
- Consultants delivering client-facing reports faster
- Developers who want production-ready LangGraph patterns, not toy examples
- AI builders exploring reasoning-LLM orchestration (DeepSeek-R1, o1)
What You'll Build
A complete research pipeline that:
- Searches the live web via Tavily (agent-optimized, not basic scraping)
- Reasons through findings with Chain-of-Thought, Tree-of-Thoughts, or Self-Consistency
- Outputs structured JSON, Markdown, or HTML reports
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Runs from Telegram —
/research "AI market trends 2025"→ report in minutes
Human-in-the-loop included: Approve, revise, or reject reports before final delivery.
What's Inside
Asset Description n8n Flows Ready-to-import workflows with Telegram integration LangGraph Graphs Durable orchestration with streaming & checkpoints Prompt Library 4 inference strategies (CoT, Self-Consistency, Sequential Revision, ToT) Docker Setup One-command deployment (./deploy.sh) Sample Reports Real output examples in JSON, MD, HTML Architecture Playbook Scaling patterns, model selection, cost optimization RAG Connectors Pinecone/Weaviate examples for adding your own data
Tech Stack
Component Why It Matters Tavily Purpose-built for AI agents (not generic search APIs) LangGraph Production orchestration, not fragile chains DeepSeek-R1 / OpenAI o1 Reasoning models that actually think through research n8n Visual automation without vendor lock-in
Pricing
License Price Best For Solo Developer Personal projects, learning Commercial Team Agency/startup deployment, 1-year updates, priority support + Remote Setup 1-hour live deployment session
💡 API costs are separate — you control your Tavily & LLM spend directly.
Quick Start (5 minutes)
1. Get API keys → Tavily, OpenAI or DeepSeek, Telegram BotFather
2. Run ./deploy.sh → spins up n8n + LangGraph
3. Import the n8n flow → configure env vars
4. Send /research <topic> in Telegram → done
FAQ
Do I need paid APIs?
Yes — Tavily and your LLM provider bill separately. This template orchestrates the calls, you own the infrastructure.
Can I run it fully local?
Yes. Docker Compose script included. Swap DeepSeek-R1 for local Ollama if you prefer.
What if I get stuck?
Commercial license includes priority email support. Solo devs can add the Remote Setup call.
Is there a refund policy?
30-day money-back if the template doesn't work as documented.
About the Builder
Built by pLimLab — an AI-First Tokenization Lab. We ship production AI infrastructure, not tutorials.