List collections available to this API key.

Returns a list of collection metadata (id, name, description, record_count, visibility, status). Use the collection id with the other tools' collection_ids parameter to scope queries.

Get metadata for a single collection by id.

Search papers by query (and optional year).

Args: query: Search string. year: Optional year filter. limit: Maximum results to return. collection_ids: Collections to search. Defaults to ['anthology']. Pass multiple for cross-collection searches (when other collections are available). include_chunks: When True, each result includes the retrieved chunks that contributed to its match in matched_chunks (list of {text, score}). Useful for feeding evidence directly into a local extractor or downstream summarizer. Free — no LLM, no quota cost.

Get paper metadata by id.

collection_ids defaults to ['anthology'].

Get BibTeX citation for a paper.

collection_ids defaults to ['anthology'].

Get full paper content (markdown) by id.

collection_ids defaults to ['anthology'].

Run a RAG query against the paper corpus.

Args: question: The research question to answer. filter: Optional Milvus filter expression. Examples: - 'metadata["year"] == 2023' (papers from 2023) - 'metadata["year"] >= 2020 and metadata["year"] <= 2024' - 'json_contains(metadata["venue"], "acl")' (venue is stored as array) - 'json_contains(metadata["authors"], "John Smith")' (authors is stored as array) collection_ids: Collections to query. Defaults to ['anthology']. Pass multiple for cross-collection RAG (results will be retrieved from all named collections).

Turn any question + context documents into a verbatim answer with exact citations.

Collection-agnostic — works with any text you provide.

Args: question: The question to answer. context: List of documents. Each dict should have: - content (required): the text to cite from - title (optional): document title - source (optional): URL or reference - metadata (optional): any additional metadata

Search authors by name (fuzzy, typo-tolerant). Per-collection counts.

collection_ids defaults to ['anthology']. Facets are returned for the first collection only (counts are per-collection).

Search venues/conferences (fuzzy). Per-collection counts.

collection_ids defaults to ['anthology'].

Search booktitles (fuzzy). Per-collection counts.

collection_ids defaults to ['anthology'].

List publication years available in the collection with paper counts.

collection_ids defaults to ['anthology'].