Imported from Vivekanand9782/research-wiki (
AGENTS.md). Install upstream withnpx skills add Vivekanand9782/research-wiki. Copyright stays with the author.
Research Wiki — Module Instructions
See the root AGENTS.md for the canonical workspace policy (citation manifest, no-touch dirs, changelog, permanent Git write prohibition, all 15 rules).
This file covers only what is unique to research-wiki/.
Pipeline
cd ~/Desktop/antigravity
python research-wiki/ingest_parallel.py --help
python research-wiki/lint_wiki.py
cd research-wiki && python -m pytest tests/ -vKey files
| File | Role |
|---|---|
ingest_parallel.py |
Main pipeline — parallel, fingerprint-cached, resumable |
pdf_extractor.py |
ResearchPaperExtractor — extraction + summary + seed pages |
prompts.py |
15-section contract, prompt builders, JSON schema, long-paper chunker |
genai_client.py |
General Compute client with key rotation + rate limiting |
config.py |
Model IDs + feature flags; reads workspace .env |
renderer.py |
Deterministic JSON → Markdown (Stage B) |
validation.py |
SummaryValidator (0–100); REQUIRED_HEADERS from prompts.py |
search.py |
BM25-style search facade + CLI |
rag_engine.py |
Fast grounded RAG engine (SQLite FTS5 + General Compute minimax-m2.7) |
query.py |
Direct RAG CLI and interactive Q&A shell |
lint_wiki.py |
Schema + structural validator → wiki_lint_report.md |
Internal dependencies
config.py → all scripts. prompts.py → pdf_extractor.py, renderer.py, validation.py. genai_client.py → ingest_parallel.py, lint_wiki_semantic.py, rollup_summaries.py. pipeline_state.py → fingerprint cache shared across scripts.
Generated (do not hand-edit)
wiki/sources/ · wiki/entities/ · .backup/ · wiki/.obsidian/workspace.json
Constraints
data/at workspace root is the PDF source store- Citation manifest workflow from root
AGENTS.mdapplies to any cited content produced here scripts/contains one-shot / wave-based batch ops — not library code