Academic search
Not listed
License, public allowance and hosting terms unconfirmed
- Included scope
- Hybrid/semantic/keyword scholarly retrieval
Semantic academic literature search · Official-source review 2026-10-09
Cito by FIM describes self-hosted scholarly search using hybrid, SPECTER2 semantic and exact-keyword retrieval over a Semantic Scholar corpus. It enriches results with OpenAlex open-access links and provides documentation and an API reference.
Relevant to researchers locating candidate papers by meaning and exact terminology before reading original work.
Homepage reports roughly 148 million papers, corpus snapshot 2026-09-29 and sync 2026-10-03, not current coverage of every publication. Corpus scope, licensing, update cadence, ranking behavior and resource requirements unconfirmed. Open-access links do not guarantee accessible full text or permit redistribution. Avoid assuming absence of the public Semantic Scholar API ceiling means this service is unlimited. Search relevance does not establish paper quality or validate conclusions. No query, API request, download, self-host setup or relevance benchmark performed.
Compare exact and semantic queries for one narrow topic, inspect identifiers and source publications, and confirm corpus/date gaps before drawing literature conclusions.
Homepage reports roughly 148 million papers, corpus snapshot 2026-09-29 and sync 2026-10-03, not current coverage of every publication. Corpus scope, licensing, update cadence, ranking behavior and resource requirements unconfirmed. Open-access links do not guarantee accessible full text or permit redistribution. Avoid assuming absence of the public Semantic Scholar API ceiling means this service is unlimited. Search relevance does not establish paper quality or validate conclusions. No query, API request, download, self-host setup or relevance benchmark performed.
Official product evidence reviewed on 2026-10-09; product artwork inspected visually. No hands-on vendor application test was performed. Application performance, security claims and plan enforcement were not independently tested.
What it can do
Unknown is different from unavailable. Each fact carries its own evidence.
| Capability | Value | Evidence | Checked |
|---|---|---|---|
| Product workflow | Cito by FIM describes self-hosted scholarly search using hybrid, SPECTER2 semantic and exact-keyword retrieval over a Semantic Scholar corpus. It enriches results with OpenAlex open-access links and provides documentation and an API reference. | Facts sourced | 2026-10-09 |
| Pricing and restrictions | Homepage reports roughly 148 million papers, corpus snapshot 2026-09-29 and sync 2026-10-03, not current coverage of every publication. Corpus scope, licensing, update cadence, ranking behavior and resource requirements unconfirmed. Open-access links do not guarantee accessible full text or permit redistribution. Avoid assuming absence of the public Semantic Scholar API ceiling means this service is unlimited. Search relevance does not establish paper quality or validate conclusions. No query, API request, download, self-host setup or relevance benchmark performed. | Facts sourced | 2026-10-09 |
Understand the total cost
Academic search
Not listed
License, public allowance and hosting terms unconfirmed
AnswerThis is a Y Combinator–backed research assistant for literature reviews and evidence workflows. Researchers upload drafts or questions, search a large paper and trial corpus, evaluate citations, and run PRISMA- or Cochrane-aligned systematic review steps with export to reference managers.
Explore toolIt emphasizes social reading, feed training, and open-source self-hosting for power users.
Explore toolTabstack returns cited research answers, extracted page text or schema-matched JSON through managed web APIs. Hosted automation can navigate public websites; its open-source Pilo engine is the self-hosted path.
Explore toolThe practical questions
No. This listing is based on dated official-source evidence and a visual artwork check. Unconfirmed costs and restrictions are identified explicitly.
Cito by FIM describes self-hosted scholarly search using hybrid, SPECTER2 semantic and exact-keyword retrieval over a Semantic Scholar corpus. It enriches results with OpenAlex open-access links and provides documentation and an API reference.
Not confirmed: service fee, ongoing public allowance, code license or deployment cost. Self-hosted description does not establish unrestricted free use.. This record does not confirm an ongoing free plan.
A listed monthly price has not been confirmed. See the plan cards for entitlements, billing commitments and seat minimums.
API reference linked; authentication, rate limits and self-host deployment requirements need documentation.. API access and subscription access may have different terms; consult the linked sources.
Homepage reports roughly 148 million papers, corpus snapshot 2026-09-29 and sync 2026-10-03, not current coverage of every publication. Corpus scope, licensing, update cadence, ranking behavior and resource requirements unconfirmed. Open-access links do not guarantee accessible full text or permit redistribution. Avoid assuming absence of the public Semantic Scholar API ceiling means this service is unlimited. Search relevance does not establish paper quality or validate conclusions. No query, API request, download, self-host setup or relevance benchmark performed.
No retained pricing changes yet. A current price alone does not establish a historical trend.
Current official product source read individually; product artwork inspected visually.
Read original source ↗Official product page reviewed for disclosed costs; unverified prices and allowances are identified in the listing.
Read original source ↗Facts apply to the named version and check date. Send a sourced correction if something changed.