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AML Research Intelligence

Ask the AML Research Assistant

Grounded in 19,841 PubMed abstracts (2017–2026). Get instant, cited answers.

19,841
PubMed Abstracts
2017–2026
Date Range
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Status
AML Research Topics
💉

Targeted Therapies

FLT3 inhibitors, IDH1/IDH2 inhibitors, venetoclax combinations reshaping AML treatment.

Treatments
🧬

Genomics & Mutations

NPM1, FLT3-ITD, IDH1/2, DNMT3A, TP53 — prognostic significance and therapeutic implications.

Genomics
🏥

Clinical Outcomes

Remission rates, overall survival, MRD monitoring, and long-term outcomes across patient populations.

Outcomes
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Stem Cell Transplant

Allogeneic HSCT indications, conditioning regimens, GVHD, and post-transplant outcomes in AML.

Transplant
⚗️

Immunotherapy

CAR-T cells, checkpoint inhibitors, bispecific antibodies in relapsed/refractory AML.

Immunology
👴

Elderly & Unfit Patients

Low-intensity regimens, azacitidine + venetoclax for older patients unfit for intensive chemo.

Special Populations

🤖 Ask the AML Research Assistant

Get instant, evidence-based answers from 19,841 PubMed abstracts. Local RAG retrieves the most relevant studies. A local LLM synthesizes clear, cited responses

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About This Tool

🔍 How It Works

PubMed abstracts are encoded into 384-dimensional semantic vectors using sentence-transformers. Questions retrieve top-K abstracts from a local FAISS ( (Facebook AI Similarity Search) index, then a local Ollama LLM generates a grounded, cited answer.

Browse PubMed →

⚙️ Local Setup

Get started in 3 commands:

pip install -r requirements.txt
python build_index.py
python server.py
Get Ollama →