All work
In development
fizzlabai
Deep research agent
fizzlabai is an AI research agent. You ask a question and it plans, searches the web, reads, drafts, checks and rewrites until the answer holds up. Every LLM call, tool call and source URL it touches shows up in a live trace, so you can see why it said what it said.
01Highlights
- Eight phases: plan, search, read, synth, verify, re-plan, polish, close
- The verify step scores grounding, answer fidelity and depth gaps separately, and re-plans only when one of them falls short
- Ships the best-scoring pass, not the latest one
- Tracing through OpenTelemetry into Tempo, Loki, Prometheus and Grafana
- Runs on k3s on a single VPS, deployed with ArgoCD
02Stack
- Python
- FastAPI
- LangGraph
- Gemini
- Postgres
- pgvector
- BM25
- OpenTelemetry
- Next.js