Research that shows its work.
Plans you can execute.
Topic classification, source tiering, multi-source verification, and live-streaming traces working in harmony. A multi-agent framework built for developers who demand grounded, structured output.
Free Preview • No Credit Card Required • BYOK Optional • Credentials Locally Encrypted
The Problem We Fixed
We audited our early builds against research topics like Muhammad Ali Jinnah. Generic LLMs defaulted to unstructured boilerplate and treated forum postings identically to encyclopedic records. Here is the structure we rebuilt.
Muhammad Ali Jinnah: Political Leadership and the Founding of Pakistan
Structured dynamically using the biography template. Excluded UGC forum entries. Multi-source claims verified against primary library indices before drafting the final text.
The 4 Specialized Agents
Four purpose-built agents operating within defined bounds to fetch, map, plan, and compile verified research.
Research Agent
Any research topic or comparative query
Classifies into 1 of 8 templates, queries Serper, tiers & deduplicates sources, cross-verifies major claims
Structured markdown report with inline citations, streamed live via SSE with PDF export
Task Planner
High-level project goals or roadmaps
Leverages Qwen 3.6 27B via Groq with Pydantic JSON schema enforcement to build deterministic subtask hierarchies
Hierarchical phase decomposition with interactive subtask states and agent assignments
Document Analyst
Single or multi-document PDF collections
Uploads to Cloudflare R2, parses using PyMuPDF, index chunk vectors into a composite FAISS store via Gemini embeddings
Grounded citation-backed chat interface with direct snippet-level highlights
Supervisor
Complex multi-layered developer objectives
Coordinates specialized sub-agents using a LangGraph StateGraph state machine to trace workflow execution
Live token synthesis combining research, structured plan, and document grounding in one trace
Live Execution Trace
Verifiable reasoning, not a black-box spinner. Watch the Supervisor map, schedule, and orchestrate research traces in real time via Server-Sent Events.
Bring Your Own Key (BYOK)
We utilize a direct two-layer credential model. You get an authenticated free allocation every single day. But when you require industrial scale, simply provide your own Gemini or Groq API credentials. The caps dissolve immediately, and you pay providers directly.
Encrypted at the application layer with per-user key derivation before it's ever stored. Never logged, never sent to the frontend.
DAILY CAPACITIES
Docs & Supervisor: 10 / day
Infrastructure Transparency
No hidden layers. Open architecture mapped directly to production-grade services.
VPS Backend Hosting
Central FastAPI server handling LangGraph orchestration pipelines.
Vercel Frontend
Static Next.js compilation optimizing client-side event listeners.
Supabase Data Layer
User profiles and authenticated sessions stored securely.
Cloudflare R2 Object Store
Documents and FAISS vector structures saved on remote S3 storage.
Upstash Redis Throttling
IP-based rate limits (10 requests/min) keeping nodes active.
8 Verified Test Suites
Automated test matrices covering auth, encryption, and export mechanisms.
Frequently Asked Questions
Everything you need to know about quotas, key privacy, and architecture.
Is it free?
Yes. Standard registration grants 15 research and planning runs daily. If you require unlimited capability, you can bring your own Gemini/Groq keys, which bypasses all caps.
Are my API keys safe?
Absolutely. Keys are encrypted at the application layer with a per-user key derivation salt (AES-128-CBC + PBKDF2). They never touch server logs, are never sent back to the frontend, and are used solely to authenticate your queries directly with providers.
How is this different from ChatGPT or Perplexity?
Unlike static LLM searches, AgenticEra dynamically classifies topics to choose optimized outline structures, filters out unverified user-generated content (UGC), cross-verifies claims across multiple sources, and links directly to structured execution planners.
Why is there no paid premium tier?
We prioritized engineering quality and performance over billing infrastructure. By offering Bring Your Own Key (BYOK) support, builders can run queries at actual API cost without middleman subscriptions.