market-research

open_deep_research: Fast Research

Name: open_deep_research: Fast Research
Author: langchain-ai

Get instant research insights with open_deep_research, a tool for founders, backed by 12k+ GitHub stars.

12,422 stars1,750 forksPythonHealth Score 8/10Updated 7/25/2026100% free · open source

What it does

Open Deep Research is a tool that enables users to search and retrieve academic papers and research articles from various databases and repositories using natural language queries.

Install / run

git clone https://github.com/langchain-ai/open_deep_research.git && cd open_deep_research

When to use it

•When you need to find relevant research papers for a specific topic or project
•When you want to explore the latest developments in a particular field or industry
•When you need to gather references or citations for a research paper or report

Quick start

1Run the command `python scripts/download_data.py` to download the necessary data and models
2Configure the `config.json` file to specify the databases and repositories you want to search
3Use the `python scripts/search.py` command to search for papers, for example: `python scripts/search.py --query 'machine learning'`
4Explore the `results.json` file to view the search results and retrieved papers
5Use the `python scripts/summarize.py` command to generate summaries of the retrieved papers, for example: `python scripts/summarize.py --paper_id 12345`

Ready-to-paste prompt

python scripts/search.py --query 'explain the concept of transfer learning in deep learning' --database arxiv --num_results 10

Heads up: Make sure you have the necessary dependencies installed, including `transformers` and `torch`, and that you have a stable internet connection to download the models and data

Saves to your device

Quick Actions

Details

Creator

langchain-ai

Language

Python