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Comparison

kotaemon vs chatWeb

kotaemon (An open-source RAG-based tool for chatting with your documents.) vs chatWeb (Web and document content extraction & summarization with question answering capabilities) - live GitHub stats and typed graph relationships, not marketing.

Markdown twin · kotaemon alternatives · chatWeb alternatives

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kotaemon

Cinnamon/kotaemon

★ 26kpushed Jun 9, 2026

chatWeb

SkywalkerDarren/chatWeb

★ 913pushed May 25, 2026

Tagline

kotaemon: An open-source RAG-based tool for chatting with your documents.
chatWeb: Web and document content extraction & summarization with question answering capabilities

Stars

kotaemon: 26k
chatWeb: 913

Forks

kotaemon: 2.1k
chatWeb: 137

Open issues

kotaemon: 235
chatWeb: 7

Language

kotaemon: Python
chatWeb: Python

Adopt for

kotaemon: Kotaemon is an open-source RAG-based tool that offers a clean and customizable UI to facilitate interaction with documents through chat. It provides easy installation options, support for various language models, and a R
chatWeb: ChatWeb is designed for extracting and summarizing content from web pages, PDFs, DOCX, and TXT files using GPT-3.5 embeddings with a vector database back-end

Persona

kotaemon: -
chatWeb: -

Runtime

kotaemon: -
chatWeb: -

License

kotaemon: Apache-2.0
chatWeb: MIT

Last pushed

kotaemon: Jun 9, 2026
chatWeb: May 25, 2026

Categories

kotaemon: Data & Retrieval, Developer Tools
chatWeb: Data & Retrieval, Inference & Serving

Trust and health

Maintenance

kotaemon: Active (82%)
chatWeb: Steady (60%)

Days since push

kotaemon: 28d
chatWeb: 43d

Open issues (now)

kotaemon: 235
chatWeb: 7

Owner type

kotaemon: Organization
chatWeb: User

Security scan

kotaemon: No lockfile
chatWeb: No criticals

Full report

kotaemon: Trust report
chatWeb: Trust report

Typed relationship

kotaemon alternative chatWebkotaemon and ChatWeb both use RAG-based methods for chatting with documents, including question answering based on document content, making them strong alternatives.

Shared compatibility

Python · kotaemon: Python runtime · chatWeb: Python runtime

Trust and health
	kotaemon	chatWeb
Tagline	An open-source RAG-based tool for chatting with your documents.	Web and document content extraction & summarization with question answering capabilities
Stars	26k	913
Forks	2.1k	137
Open issues	235	7
Language	Python	Python
Adopt for	Kotaemon is an open-source RAG-based tool that offers a clean and customizable UI to facilitate interaction with documents through chat. It provides easy installation options, support for various language models, and a R	ChatWeb is designed for extracting and summarizing content from web pages, PDFs, DOCX, and TXT files using GPT-3.5 embeddings with a vector database back-end
Persona	-	-
Runtime	-	-
License	Apache-2.0	MIT
Last pushed	Jun 9, 2026	May 25, 2026
Categories	Data & Retrieval, Developer Tools	Data & Retrieval, Inference & Serving
Maintenance	Active (82%)	Steady (60%)
Days since push	28d	43d
Open issues (now)	235	7
Owner type	Organization	User
Security scan	No lockfile	No criticals
Full report	Trust report	Trust report
Typed relationship	kotaemon alternative chatWebkotaemon and ChatWeb both use RAG-based methods for chatting with documents, including question answering based on document content, making them strong alternatives.
Shared compatibility	Python · kotaemon: Python runtime · chatWeb: Python runtime

Choose kotaemon if…

License: kotaemon is Apache-2.0, chatWeb is MIT.
Pricing: Offered under Apache-2.0 license, completely free for use and modification..
Requirements: Min 4 GB RAM.
kotaemon and ChatWeb both use RAG-based methods for chatting with documents, including question answering based on document content, making them strong alternatives.
Tags unique to kotaemon: llms, rag, open-source, chatbot.
Also covers Developer Tools.
- **Customizable Interface**: When you need a highly customizable user interface built on Gradio that can be tailored specifically for your document interactions.

When NOT to use kotaemon

- **Non-GUI Projects**: For projects that do not benefit from graphical user interfaces but require more raw API access.
- **Small-Scale Operations**: If you are working on a small-scale operation where the setup of an entire RAG UI is overkill since kotaemon requires more comprehensive setup compared to simpler QA chat

GitHub Details

Choose chatWeb if…

License: chatWeb is MIT, kotaemon is Apache-2.0.
kotaemon and ChatWeb both use RAG-based methods for chatting with documents, including question answering based on document content, making them strong alternatives.
Tags unique to chatWeb: news-extractor, ai, gpt-35-turbo, crawler.
Also covers Inference & Serving.
- Use ChatWeb when you need to extract and summarize information from multiple file formats (web pages, PDF, DOCX, TXT) in an automated manner by leveraging GPT-3.5 for analysis.

When NOT to use chatWeb

- Avoid using ChatWeb when you need real-time responses or high-frequency API calls since it relies on GPT-3.5 which has limitations on throughput and rate limits.
- Do not use for tasks where the content format is unsupported by the tool (e.g., JPG, PNG files that require OCR) as it can only process web text, PDFs, DOCX, and TXT files.
- If you have strict data privacy concerns, especially regarding handling sensitive information in conjunction with external APIs like OpenAI's (due to potential cloud storage or processing), consider

GitHub Details

Explore

kotaemon trust report →chatWeb trust report →Data & Retrieval category →Developer Tools category →Inference & Serving category →All comparisons Stack workflows Trending tools

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Common questions

What is the difference between kotaemon and chatWeb?: kotaemon: An open-source RAG-based tool for chatting with your documents.. chatWeb: Web and document content extraction & summarization with question answering capabilities. See the comparison table for live GitHub stats and shared categories.
When should I choose kotaemon over chatWeb?: Choose kotaemon over chatWeb when License: kotaemon is Apache-2.0, chatWeb is MIT; Pricing: Offered under Apache-2.0 license, completely free for use and modification.; Requirements: Min 4 GB RAM; kotaemon and ChatWeb both use RAG-based methods for chatting with documents, including question answering based on document content, making them strong alternatives; Tags unique to kotaemon: llms, rag, open-source, chatbot; Also covers Developer Tools; - **Customizable Interface**: When you need a highly customizable user interface built on Gradio that can be tailored specifically for your document interactions.
When should I choose chatWeb over kotaemon?: Choose chatWeb over kotaemon when License: chatWeb is MIT, kotaemon is Apache-2.0; kotaemon and ChatWeb both use RAG-based methods for chatting with documents, including question answering based on document content, making them strong alternatives; Tags unique to chatWeb: news-extractor, ai, gpt-35-turbo, crawler; Also covers Inference & Serving; - Use ChatWeb when you need to extract and summarize information from multiple file formats (web pages, PDF, DOCX, TXT) in an automated manner by leveraging GPT-3.5 for analysis.
When should I avoid kotaemon?: - **Non-GUI Projects**: For projects that do not benefit from graphical user interfaces but require more raw API access. - **Small-Scale Operations**: If you are working on a small-scale operation where the setup of an entire RAG UI is overkill since kotaemon requires more comprehensive setup compared to simpler QA chat
When should I avoid chatWeb?: - Avoid using ChatWeb when you need real-time responses or high-frequency API calls since it relies on GPT-3.5 which has limitations on throughput and rate limits. - Do not use for tasks where the content format is unsupported by the tool (e.g., JPG, PNG files that require OCR) as it can only process web text, PDFs, DOCX, and TXT files. - If you have strict data privacy concerns, especially regarding handling sensitive information in conjunction with external APIs like OpenAI's (due to potential cloud storage or processing), consider
Is kotaemon or chatWeb more popular on GitHub?: kotaemon has more GitHub stars (25,527 vs 913). Stars measure visibility, not whether either tool fits your constraints.
Are kotaemon and chatWeb open source?: Yes - both are open-source projects on GitHub (kotaemon: Apache-2.0, chatWeb: MIT).
Where can I find alternatives to kotaemon or chatWeb?: GraphCanon lists graph-backed alternatives at /tools/cinnamon-kotaemon/alternatives and /tools/skywalkerdarren-chatweb/alternatives (/tools/cinnamon-kotaemon/alternatives.md, /tools/skywalkerdarren-chatweb/alternatives.md), ranked by typed relationship edges rather than popularity votes.
Is there a machine-readable version of this comparison?: Yes. The markdown twin at /compare/cinnamon-kotaemon-vs-skywalkerdarren-chatweb.md mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
Which is better maintained, kotaemon or chatWeb?: kotaemon: Active. chatWeb: Steady. Compare maintenance labels, days since push, and release cadence in the trust section below - stars alone do not measure maintenance.
Where are the full trust reports for kotaemon and chatWeb?: GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: kotaemon: /tools/cinnamon-kotaemon/trust; chatWeb: /tools/skywalkerdarren-chatweb/trust.