Clinical Agent

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Clinical Agent is an open-source project that leverages large language models with retrieval-augmented generation to assist healthcare professionals. It connects to medical document stores, indexes records with vector databases, and enables QA, summarization, and note generation. By integrating with EMR datasets, the agent provides context-aware support for clinical decision-making, research, and documentation tasks, reducing manual workload and improving accuracy in patient care.
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May 07 2025
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Clinical Agent

Clinical Agent

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0
Clinical Agent
Clinical Agent is an open-source project that leverages large language models with retrieval-augmented generation to assist healthcare professionals. It connects to medical document stores, indexes records with vector databases, and enables QA, summarization, and note generation. By integrating with EMR datasets, the agent provides context-aware support for clinical decision-making, research, and documentation tasks, reducing manual workload and improving accuracy in patient care.
Added on:
Social & Email:
Platform:
May 07 2025
--
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What is Clinical Agent?

Clinical Agent is designed to streamline clinical workflows by combining the power of retrieval-augmented generation and vector search. It ingests electronic medical record data, indexes documents using a vector database, and uses LLMs to answer clinical queries, generate discharge summaries, and create structured notes. Developers can customize prompts, integrate additional data sources, and extend modules. The framework supports modular pipelines for data ingestion, semantic search, question answering, and summarization, enabling hospitals and research teams to rapidly deploy AI-driven clinical assistants.

Who will use Clinical Agent?

  • Physicians
  • Nurses
  • Medical Researchers
  • Healthcare IT Teams
  • Medical Students

How to use the Clinical Agent?

  • Step1: Clone the Clinical Agent repository
  • Step2: Install dependencies via pip install -r requirements.txt
  • Step3: Configure environment variables (OpenAI API key, vector DB credentials)
  • Step4: Ingest EMR documents with provided ingestion script
  • Step5: Run the agent using python run_agent.py
  • Step6: Interact via CLI prompts or integrate into a custom UI

Platform

  • mac
  • windows
  • linux

Clinical Agent's Core Features & Benefits

The Core Features

  • Retrieval-augmented clinical document search
  • Automated medical note summarization
  • Context-aware question answering
  • Vector database integration
  • Customizable LLM prompts
  • EMR data ingestion pipeline

The Benefits

  • Speeds up clinical documentation
  • Enhances decision support accuracy
  • Reduces manual review time
  • Flexible integration with existing systems
  • Open-source and extensible

Clinical Agent's Main Use Cases & Applications

  • Generating patient case summaries
  • Answering clinical research queries
  • Automating discharge note drafting
  • Retrieving relevant literature for treatment planning

FAQs of Clinical Agent

Clinical Agent Company Information

Clinical Agent Reviews

5/5
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Clinical Agent's Main Competitors and alternatives?

  • Amazon Comprehend Medical
  • Microsoft Azure Health Bot
  • Google Cloud Healthcare API
  • MedPaLM

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