KBQuery.
The world's most advanced AI-Powered Medical Knowledge Database.
QueryBuilder: Question Your Data
Use QueryBuilder to smart query our knowledgebases and build presentations, reports, and chatbots.
KBContext: AI Context Retrieval
Use KBContext's proprietary AI-search to retrieve just the chunks you need - via interface or API.
Fine-Tuned Models
Deploy KBQuery's on-prem fine-tuned models to safely query your sensitive data.
expand_more How It Works
Smart Querying with KBQuery + KBContext
Our knowledge pipelines are designed to enable RAG and CAG workflows by ingesting, structuring, and indexing domain-specific datasets such as corporate FAQs, technical manuals, and regulatory documentation. This allows AI models to generate accurate, context-aware responses by retrieving relevant information on-the-fly, producing outputs that are both precise and aligned with your business knowledge.
Fine-Tuned Custom Models
We fine-tune open-source base models such as PHI and Qwen with proprietary and domain-specific datasets like the FDA CFR, corporate FAQs, and detailed product specification documents. The result: secure models tailored to your business that can run completely offline / on-premise.
Custom Data Sources
- FDA CFR Regulatory Documents
- Corporate Knowledge Bases
- FAQ & Support Docs
- Product Specs & Manuals
Fine-Tuning Pipeline
Using frameworks optimized for PHI, Qwen, and similar models, we apply supervised fine-tuning and reinforcement strategies with your private datasets.
Offline Deployment
The resulting model is secure, domain-specific, and deployable on private servers or air-gapped environments — with no dependency on the cloud.
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Datasets
Select 1 or more to launch platform
FDA CFR Title 21 Volume 8
Used for medical device launch and regulation information in the United States.
Example Queries
- help I want to launch a contact lens.
- help How do I launch a new medical device?
- help What approvals do I need before launching?
ClinicalTrials.gov Registry
Comprehensive registry of clinical studies worldwide, including trial designs, interventions, sponsors, and outcomes.
Example Queries
- help Find trials related to contact lenses.
- help What studies exist for new ophthalmic devices?
- help Show completed trials for diabetes treatments.
FDA Drugs@FDA Database
Official FDA database of approved prescription and over-the-counter drugs.
Example Queries
- help What drugs are approved for asthma?
- help Find labeling information for ibuprofen.
- help Show approval history for a specific drug.
FDA Adverse Event Reporting System (FAERS)
Database of adverse event and medication error reports submitted to the FDA.
Example Queries
- help What adverse events are reported for metformin?
- help Show recent safety signals for opioids.
- help How many reports are linked to a specific drug?
FDA MAUDE Database (Medical Device Reports)
Database of adverse event reports involving medical devices submitted to the FDA.
Example Queries
- help Find adverse events for hip implants.
- help Show device failures reported for pacemakers.
- help What problems are linked to insulin pumps?
FDA National Drug Code (NDC) Directory
Database of drug products listed under the FDA’s National Drug Code system.
Example Queries
- help What is the NDC for Advil tablets?
- help Find manufacturer information for a given NDC.
- help Which NDC codes belong to Pfizer?
PubMed Biomedical Literature
Database of biomedical and life sciences literature.
Example Queries
- help Find studies on optical lenses.
- help Show research on new diabetes treatments.
- help What are the latest studies on Alzheimer's disease?
MEDLINE Biomedical Bibliographic Database
NLM’s premier bibliographic database covering life sciences and biomedicine.
Example Queries
- help Find abstracts for ophthalmic device research.
- help Show literature on hypertension treatment.
- help Search all studies about vaccine safety.
CMS Medicare Part B Drug Spending
Data on Medicare Part B drug spending and utilization.
Example Queries
- help What Part B drugs have the highest spending?
- help Show trends in oncology drug costs.
- help Which drugs had the largest year-over-year increase?
CMS Medicare Part D Prescription Drugs
Data on Medicare Part D drug prescribing and utilization.
Example Queries
- help Which drugs are most prescribed under Medicare Part D?
- help Find generic utilization trends.
- help What is the most expensive Part D drug?
CMS Medicare Provider Utilization
Provider-level billing, service, and procedure use data.
Example Queries
- help Show top billed procedures by cardiologists.
- help Find provider-level prescribing trends.
- help Which providers perform the most knee replacements?
WHO Global Health Observatory
WHO’s repository of global health statistics.
Example Queries
- help What is the global burden of diabetes?
- help Show life expectancy by country.
- help Find maternal mortality rates worldwide.
WHO ICD-11 Classification
International Classification of Diseases, 11th Revision.
Example Queries
- help What is the ICD-11 code for COVID-19?
- help Find codes related to ophthalmic diseases.
- help Show all codes for cardiovascular diseases.
WHO ATC/DDD Drug Classification
WHO Anatomical Therapeutic Chemical classification and Defined Daily Dose index.
Example Queries
- help What is the ATC code for metformin?
- help Find DDD values for opioids.
- help Show ATC codes for antimalarial drugs.
WHO Immunization Data
WHO immunization datasets including vaccine coverage and schedules.
Example Queries
- help What is measles vaccine coverage worldwide?
- help Show polio vaccination rates by country.
- help Which countries have the lowest DTP3 coverage?
WHO Mortality Database
Global mortality statistics by cause of death, age, sex, and country.
Example Queries
- help What is the leading cause of death globally?
- help Show cancer mortality by country.
- help What are trends in cardiovascular deaths?
KBQuery Workspace
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