Pricing

from $20.00 / 1,000 papers

PubMed Scraper for RAG: Papers as Chunked JSON

Scrape PubMed citations by search term, MeSH, and article type. Returns RAG-ready JSON with full-text chunks from PMC Open Access (cl100k_base, 512/50) and abstract fallback. Drop-in for LangChain, LlamaIndex, Qdrant, Pinecone, Weaviate, pgvector. Skip GROBID / Pubmed Parser. $0.02 per paper.

Pricing

from $20.00 / 1,000 papers

Rating

0.0

(0)

Developer

Devansh Tiwari

Actor stats

Bookmarked

Total users

Monthly active users

5 days ago

Last modified

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You can access the PubMed Scraper for RAG: Papers as Chunked JSON programmatically from your own applications by using the Apify API. You can also choose the language preference from below. To use the Apify API, you’ll need an Apify account and your API token, found in Integrations settings in Apify Console.

Python

JavaScript

CLI

OpenAPI

HTTP

MCP

1from apify_client import ApifyClient
2
3# Initialize the ApifyClient with your Apify API token
4# Replace '<YOUR_API_TOKEN>' with your token.
5client = ApifyClient("<YOUR_API_TOKEN>")
6
7# Prepare the Actor input
8run_input = {
9    "searchTerm": "SARS-CoV-2 vaccines",
10    "meshTerms": [],
11    "articleTypes": [],
12    "dateFrom": "2024-01-01",
13    "dateTo": "2024-01-15",
14    "maxPapers": 50,
15}
16
17# Run the Actor and wait for it to finish
18run = client.actor("devanshlive/pubmed-rag-extractor").call(run_input=run_input)
19
20# Fetch and print Actor results from the run's dataset (if there are any)
21print("💾 Check your data here: https://console.apify.com/storage/datasets/" + run["defaultDatasetId"])
22for item in client.dataset(run["defaultDatasetId"]).iterate_items():
23    print(item)
24
25# 📚 Want to learn more 📖? Go to → https://docs.apify.com/api/client/python/docs/quick-start

PubMed Scraper for RAG Pipelines: JSON Chunks API in Python

The Apify API client for Python is the official library that allows you to use PubMed Scraper for RAG: Papers as Chunked JSON API in Python, providing convenience functions and automatic retries on errors.

Install the apify-client

$pip install apify-client

Other API clients include:

PubMed Scraper for RAG: Papers as Chunked JSON API in JavaScript

PubMed Scraper for RAG: Papers as Chunked JSON API through CLI

PubMed Scraper for RAG: Papers as Chunked JSON OpenAPI definition

PubMed Scraper for RAG: Papers as Chunked JSON API

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