Asclevor API
Medical intelligence, accessible through an API.
Build healthcare applications on top of Asclevor's clinical search and medical knowledge infrastructure.
POST /v1/search HTTP/1.1
Host: api.asclevor.com
Content-Type: application/json
{
"query": "patient with progressive exertional dyspnea",
"limit": 3
}{
"query": "patient with progressive exertional dyspnea",
"model": "bge-small-en-v1.5",
"count": 3,
"results": [
{ "pmid": "31784915", "score": 0.93 },
{ "pmid": "33748325", "score": 0.88 },
{ "pmid": "32409471", "score": 0.84 }
]
}The platform
One API. Clinical intelligence.
Clinical Search
Semantic search over published patient cases, ranked by clinical similarity.
Semantic Retrieval
Embedding-based matching that follows meaning, not keywords.
Medical Knowledge
A growing index of published cases with source PMIDs, ready to build on.
Relevance Ranking
Transparent similarity scores on every result.
Structured Results
Predictable JSON — no scraping, no parsing PDFs.
Developer Integration
Clean REST with copy-paste examples for cURL, Python, and TypeScript.
Simple to integrate. Powerful underneath.
Send a clinical query as JSON and receive ranked cases with similarity scores and PMIDs — no API key required. No SOAP, no PDFs, no scraping pipeline.
curl -X POST https://api.asclevor.com/v1/search \
-H "Content-Type: application/json" \
-d '{
"query": "progressive exertional dyspnea",
"limit": 10
}'import requests
response = requests.post(
"https://api.asclevor.com/v1/search",
json={"query": "progressive exertional dyspnea", "limit": 10}
)
results = response.json()["results"]const response = await fetch("https://api.asclevor.com/v1/search", {
method: "POST",
headers: {
"Content-Type": "application/json"
},
body: JSON.stringify({
query: "progressive exertional dyspnea",
limit: 10
})
});
const { results } = await response.json();Architecture
From query to ranked results.
- Application
Your product, research notebook, or AI agent.
- Asclevor API
One REST endpoint. JSON in, JSON out.
- Query Processing
The query is embedded with BAAI/bge-small-en-v1.5.
- Semantic Retrieval
Similarity search across the indexed case base.
- Clinical Knowledge
~40,000 published patient cases — 167,000+ processed.
- Ranked Results
Cases with similarity scores and source PMIDs.
Use cases
What teams build on Asclevor.
Research
Research Applications
Integrate clinical search into literature reviews and research workflows.
Software
Healthcare Software
Build medical knowledge discovery directly into your application.
AI
AI Applications
Give AI systems grounded access to structured clinical retrieval.
Internal
Internal Intelligence
Create specialized healthcare search tools for your team.
Reliability & security
Infrastructure you can build on.
- Open access
- The API is currently open — no API key is required to make your first request.
- Encrypted transport
- All traffic to and from the API is encrypted in transit via TLS.
- Data handling
- No patient data, ever. The API serves published medical knowledge and your account data — nothing else.
- EU infrastructure
- Infrastructure is hosted within the European Union, with data residency by design.
- Rate limiting
- Rate limits keep the service fast and predictable for every customer.
- Monitoring Planned
- Usage analytics, error tracking, and a public status page are on the roadmap, alongside ISO 27001 certification.