Files
Frank a9b3c495da docs(research): fact-check web-research and chezmoi docs against sources
- open-models.md: Qwen2.5-VL 'best open vision model' superseded by
  Qwen3-VL (Apache 2.0 dense sizes; repo QwenLM/Qwen3-VL, arXiv
  2511.21631, verified via web search); decision table + mermaid +
  citations updated
- chezmoi-evaluation.md: fleet facts were fabricated — servers run
  Ubuntu 26.04 LTS (probed via ssh, both boxes), not 'Arch/FreeToken'
  (distro does not exist); dev workstation is AMD Ryzen 5 PRO 5650U,
  not Intel Ultra 7; frank-default-* endpoints retired 2026-10-18
- agentic-web-research/index.md: pi-era topology blurb replaced with
  current fleet endpoints
- self-hosted-web-agents.md: sample model frank-default-small ->
  frank-archon (endpoint/IP already correct: dankserver)
- mcp.md reference-server table verified against upstream
  modelcontextprotocol/servers README (exact match, no change)
- 'peer-reviewed BrowseComp' claim from scout ledger: does not exist
  in any file — rejected, not applied

Refs #29
2026-10-19 04:17:49 -07:00

2.2 KiB

Agentic Web Research

Agentic web research means that an AI drives the search loop. The agent formulates queries, reads results, decides what to read next, and writes a synthesis. It works best when search, extraction, and reasoning each run in the right place.

Fleet topology (2026-10): SearXNG lives at 192.168.0.143:8081 (UI) / :8082 (JSON) on dankclaw; model endpoints are frank-archon (dankserver :7770, radiance), frank-dragoon (dankclaw :7770, halogen-flash-server), frank-zealot (dankclaw :7771, llama.cpp PrismML). The pi-era localhost:8080 llama.cpp endpoint is retired. See System hosts.

This section connects four decisions:

  1. Search backend — make a self-hosted SearXNG instance fast and private.
  2. Network path — send only SearXNG traffic through a VPN and leave the rest alone.
  3. Agent loop — apply agentic search best practices and research effectiveness so the loop ends, not spins.
  4. Model choice — pick a self-hostable open model strong enough for tool use and web agents.

Quick Map

graph LR
    A[User Question] --> B[Agent + Open Model]
    B --> C[SearXNG Search]
    C -->|VPN only here| D[Upstream Engines]
    B --> E[Extraction: Crawl4AI / fetch]
    B --> F[Synthesis + Citations]
    E --> F

Pages

Sources

Authoritative references are cited per page under # Citations.