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feat(autoresearch): knowledge synthesizer + enriched ChromaDB indexing (#3199)#3203

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mrveiss merged 2 commits intoDev_new_guifrom
issue-3199-knowledge-synth
Apr 1, 2026
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feat(autoresearch): knowledge synthesizer + enriched ChromaDB indexing (#3199)#3203
mrveiss merged 2 commits intoDev_new_guifrom
issue-3199-knowledge-synth

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@mrveiss mrveiss commented Apr 1, 2026

Summary

  • KnowledgeSynthesizer with LLM-driven insight synthesis and ChromaDB semantic search
  • ExperimentInsight dataclass for distilled cross-experiment findings
  • autoresearch_insights ChromaDB collection for RAG queries
  • Enriched per-experiment indexing: hyperparams, baseline comparison text, session context
  • get_relevant_context() for RAG-informed hypothesis generation

Closes #3199
Part of #2600 (AutoResearch M3)

Test plan

  • 3 knowledge synthesizer tests pass
  • 33/34 store tests pass (1 pre-existing chromadb config failure)
  • Enriched indexing tests pass

🤖 Generated with Claude Code

#3199)

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
…split, div-by-zero (#3199)

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
@mrveiss mrveiss merged commit 9610d4a into Dev_new_gui Apr 1, 2026
1 of 3 checks passed
@mrveiss mrveiss deleted the issue-3199-knowledge-synth branch April 1, 2026 19:51
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