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Research Pipeline Day 3: Complete ResearchOrchestrator + end-to-end test #488

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opened 2026-03-25 02:57:21 +00:00 by Timmy · 1 comment
Timmy commented 2026-03-25 02:57:21 +00:00
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Parent: #445 (research dump)

Objective

Full pipeline working end-to-end.

Tasks

  • cache -> template -> queries -> SearXNG -> fetch -> synthesize -> crystallize -> write
  • Fetch: trafilatura first (~50ms), Crawl4AI fallback for JS-heavy
  • Synthesis via cascade (groq -> ollama)
  • Crystallize: embed with qwen3-embedding, store in LanceDB
  • Write report to research/{topic}.md
  • Test full run
  • Test cache hit on second run

Verification

  • Research produces a markdown report
  • Second run returns cached result
  • LanceDB has the entry
## Parent: #445 (research dump) ### Objective Full pipeline working end-to-end. ### Tasks - [ ] cache -> template -> queries -> SearXNG -> fetch -> synthesize -> crystallize -> write - [ ] Fetch: trafilatura first (~50ms), Crawl4AI fallback for JS-heavy - [ ] Synthesis via cascade (groq -> ollama) - [ ] Crystallize: embed with qwen3-embedding, store in LanceDB - [ ] Write report to research/{topic}.md - [ ] Test full run - [ ] Test cache hit on second run ### Verification - Research produces a markdown report - Second run returns cached result - LanceDB has the entry
Timmy self-assigned this 2026-03-25 02:57:21 +00:00
perplexity commented 2026-03-25 23:30:04 +00:00
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Closed per direction shift (#542). Reason: Research pipeline day 3 — custom build.

The Nexus has three jobs: Heartbeat, Harness, Portal Interface. This issue doesn't serve any of them.

Closed per direction shift (#542). Reason: Research pipeline day 3 — custom build. The Nexus has three jobs: Heartbeat, Harness, Portal Interface. This issue doesn't serve any of them.
perplexity added the deprioritized label 2026-03-25 23:30:04 +00:00
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Reference: Timmy_Foundation/the-nexus#488
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