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Polish README: drop placeholder copy, add YAML cross-links to related artifacts

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  1. README.md +3 -18
README.md CHANGED
@@ -21,18 +21,13 @@ tags:
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  - semantic-scholar
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  - openalex
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  - scholarly
 
 
 
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  ---
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  # Research Papers Federated Search
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- <!-- USER_VOICE_INTRO_PARAGRAPH
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- Write 3-5 sentences in your own voice. Suggested angles (pick one):
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- - Origin story: what specifically frustrated you that drove building this
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- - Opinion: what existing tools get wrong about federated search
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- - Use case: what concrete research workflow this unblocked for you
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- Do NOT let Claude write this. Authentic voice is the whole point.
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- -->
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-
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  ## What this does
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  Federated search across four academic sources in a single call:
@@ -44,16 +39,6 @@ Federated search across four academic sources in a single call:
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  Results are deduplicated by DOI when available, then by `(source, source_id)` so the same arXiv preprint surfaced through multiple sources collapses to one row.
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- ## Known limitations
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-
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- <!-- USER_VOICE_LIMITATIONS_BULLETS
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- Write 2-4 honest bullets about what doesn't yet work or has rough edges.
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- Examples of the right texture (do NOT copy these verbatim, write your own):
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- - Topic detection is keyword-based here; embeddings backend isn't wired into the Space
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- - Citation graph and BibTeX export are in the full MCP server but not in this demo
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- - S2 throttles aggressively without an API key; expect partial results for high-traffic queries
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- -->
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-
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  ## Cold start
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  This Space sleeps when idle. First query after a quiet period takes 30-60 seconds for the container to wake up. Subsequent queries are fast.
 
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  - semantic-scholar
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  - openalex
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  - scholarly
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+ datasets:
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+ - barissozudogru/openalex-concepts
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+ - barissozudogru/federated-search-traces
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  ---
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  # Research Papers Federated Search
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  ## What this does
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  Federated search across four academic sources in a single call:
 
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  Results are deduplicated by DOI when available, then by `(source, source_id)` so the same arXiv preprint surfaced through multiple sources collapses to one row.
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  ## Cold start
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  This Space sleeps when idle. First query after a quiet period takes 30-60 seconds for the container to wake up. Subsequent queries are fast.