Top Ten ChatGPT Alternatives for Biologists
ChatGPT by OpenAI is one of the popular large language model (LLM). Though it remains best if used wisely, there are alternatives to ChatGPT that can assist biological scientists and scholars in writing and analysis. Here are top ten AI tools that can serve as alternatives or provide extra edge in scientific writing and discovery.
What is Artificial Intelligence?
Artificial Intelligence (AI) is like a smart computer program or group of algorithms that can understand lots of different information like images, bunch of articles, and files with numbers and give us useful answers. It helps us save time, notice things we might miss, and find detailed information in data that would take a long time for people to figure out.
How does AI work?
More over in writing and understanding human instructions large language models (LLMs) play a vital role. To work for your requirements these LLMs are trained on publically available information and data or retrained for speicific use case. By training these models output weights for the parameters which is then used for providing results for your instructions. Among LLMs, ChatGPT by Open is widely famous. You can access ChatGPT 3 for free from OpenAI.
List of ChatGPT Alternatives for Biological Research
Here are list of tools that can assist you for specific use case as these AI tools are specially customized to handle these tasks. Using customized tools is an beneficial approach as most of these tools may be build on LLMs like Google Gemini or ChatGPT5 and understand your requirement easily.
Tools for Article Search and Literature Review
Using specific tools for searching contextual articles without skipping important one could easily be achieved by using AI tools listed here.
Perplexity.AI
Perplexity.AI built on Generative Pre-trained Transformers helps in filtering larger queries to get specific results by contextual search.
Consensus.App
Consensus.app is an academic search engine and it has been trained and fine tuned to provide better results than google scholar. It provides extracted & aggregated results from relevant papers along with citations and other useful information to help you pick up right resource.
Semantic Scholar
Semantic Scholar is a Scientific Literature Search Engine to find semantically similar research articles. It holds more than 200 articles from all the fields of the science and technology.
iAsk AI
iAskAI is an excellent tool for academic writing, QA, and wiki queries. Additionally it provides semantic search results that best match the query.
Summarization and Abstract Writing Tools
Scholarcy Article Summarizer
Scholarcy article summarizer is online based tool for providing instant article summary power by Artificial Intelligence based algorithm to assist in summarizing longer text or an article on a website. It provides interface to summarize using webpage link or by uploading your own document.
Elicit
Elicit is another tool for analyzing and summarizing, extracting data and synthesizing finding from a research paper.
SciSpace
SciSpace (TypeSet.io) provide tools for literature review, chat with PDF (way to query and extract data from PDF files), and paraphrasing.
Paper Reading and Annotation
Unriddle
Unriddle helps in reading research papers faster and annotating important starting points.
ChatPDF
ChatPDF is AI driven Q&A for research papers where user can ask questions about uploaded research papers.
Scientific Writing Assistance Tools
Scite.AI
Scite.AI is a citation assistant that can write contextual summary of given query along with the referenced articles. It additionally provides the information of paper cited helpful in choosing right research article from a long list.
Jenni
Jenni is an AI-powered text editor that helps in writing, editing, and citing by providing in-text citations, AI autocomplete, querying the research, generate text from files, paraphrasing, rewriting, and more.
Data Analysis and Visualization Tools
Litmaps App
Litmaps app is helpful in finding research gaps in your research articles using your favorite library like Mendeley, Endnote, Paperpile, or Zotero. It is easy to find the research gap from in your research and aggregating related articles for listing the gaps.
Looker Studio
Looker Studio by Google is an powerful tool for creating meaningful visualization, reports and dashboard with a few clicks. It is cloud based and provide ability to easily collaborate.
Visualize Free
Visualize Free does not involve AI however useful for different type of data visualization like Microsoft Power BI or MS Office Excel.
Language Translation and Multilingual Writing Tools
Wordvice.AI
Wordvice.AI translate tool works well as a translator that can help in translating articles from one language to other language for example Chinese to English or English to Tamil or Marathi.
Article Paraphrasing
ChatGPT and Google's Gemini can be instructed for plagiarism free writing but need a lot of efforts to make the writing plagiarism free. However, it is unethical to use AI based writeup to be used for manuscript writing which is highly discouraged by us. Alternatively, guess and hints can be obtained using AI tools that can help you choose more appropriate language and words to clearly convey your intended information. Here are few tools for paraphrasing:
SciSpace
SciSpace (TypeSet.io) provides scholarly paraphrasing tool.
Paperpal
Paperpal provides free AI paraphrasing tool for academic writing.
Wordvice.AI
Wordvice.AI has other tools apart from general article paraphrasing.
AI Writing Detection and Plagiarism Check
AI writing detection tools could be helpful for the faculty and teachers to discourage unethical use of AI among students and colleagues. Additionally, it can be helpful in accessing collaborative work that can be prove to be disastrous for the team.
QuillBot AI Detector
QuillBot AI Detector provides detection for content generated by ChatGPT, GPT-4 and Google Gemini.
CopyLeaks AI Content Detector
CopyLeaks AI Content Detector provide granular AI content detection for GPT4, ChatGPT, and Bard. It additionally can identify human and AI mixed writing.
General Tasks
Since above listed trained AI models could skip specific information or due to limitation in the data availability LLMs by OpenAI and Google may still capture these information and provide you helpful output.
ChatGPT 4
ChatGPT from OpenAI being a very large language model, is not suitable for research as it might output wrong and results without fine-tuning. However, it is still helpful in providing overview of the research review process. ChatGPT is a member of Generative Pre-trained Transformer (GPT) family language model and uses deep learning RNN algorithm.
Google's Gemini
Google's DeepMind's success since 2018 is well known for its AlphaFold model which has solved thousands of protein structures and are available for public usage. Gemini from Google is partially integrated with Google Search Engine . Having got training on much larger parameters and giant resource infrastructure, it is going to prove a better assistant than existing AI models. Google's Gemini uses transfer learning method.
With enormous growth and development in the field of AI the tools might be helpful in the research. Since there are enormous tools that are available online through different channels, users are advices to be aware for their data integrity and thoroughly check the authenticity of the tool before using it. Some tools may be free initially or provide limited usage but later may require subscription or payment based usage. We do not host or sponsor these tools therefore it's solely user's responsibility to ensure the safety and integrity of their data and data sources.