Comparison
paperless-ai vs FastChat
Verdict
Pick paperless-ai when paperless-ai is primarily JavaScript; FastChat is Python; pick FastChat when fastChat is primarily Python; paperless-ai is JavaScript.
Markdown twin · paperless-ai alternatives · FastChat alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | paperless-ai | FastChat |
|---|---|---|
| Maintenance | Active (10d since push) As of today · github_public_v1 | Steady (74d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Organization account As of 1d · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of today · osv@v1 | No lockfile (source not queried) As of 4d · osv@v1 |
| deps.dev advisories | Not queried deps.dev@v1 | Not queried deps.dev@v1 |
| OpenSSF Scorecard | Not queried openssf-scorecard@v1 | Not queried openssf-scorecard@v1 |
Tagline
- paperless-ai
- An automated document analyzer for Paperless-ngx using OpenAI API, Ollama, Deepseek-r1, Azure and all OpenAI API compatible Services to automatically analyze and tag your documents.
- FastChat
- An open platform for training, serving, and evaluating large language models
Stars
- paperless-ai
- 5.8k
- FastChat
- 39k
Forks
- paperless-ai
- 318
- FastChat
- 4.8k
Open issues
- paperless-ai
- 56
- FastChat
- 1.0k
Language
- paperless-ai
- JavaScript
- FastChat
- Python
Adopt for
- paperless-ai
- -
- FastChat
- FastChat is a comprehensive open platform for managing large language models (LLMs) that includes capabilities for training, serving, evaluating, and comparing chatbot models via web UIs and RESTful APIs. It powers ChatB
Persona
- paperless-ai
- -
- FastChat
- -
Runtime
- paperless-ai
- -
- FastChat
- -
License
- paperless-ai
- MIT
- FastChat
- Apache-2.0
Last pushed
- paperless-ai
- Jul 5, 2026
- FastChat
- May 1, 2026
Categories
- paperless-ai
- Inference & Serving
- FastChat
- Evaluation & Observability, Inference & Serving, LLM Frameworks, Model Training
Trust and health
Maintenance
- paperless-ai
- Active (82%)
- FastChat
- Steady (60%)
Days since push
- paperless-ai
- 10d
- FastChat
- 74d
Open issues (now)
- paperless-ai
- 56
- FastChat
- 1.0k
Owner type
- paperless-ai
- User
- FastChat
- Organization
Full report
- paperless-ai
- Trust report
- FastChat
- Trust report
Choose paperless-ai if…
- paperless-ai is primarily JavaScript; FastChat is Python.
- License: paperless-ai is MIT, FastChat is Apache-2.0.
- Tags unique to paperless-ai: ai, automation, gemma, llama.
When NOT to use paperless-ai
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
Choose FastChat if…
- FastChat is primarily Python; paperless-ai is JavaScript.
- License: FastChat is Apache-2.0, paperless-ai is MIT.
- Tags unique to FastChat: chatbots, distributed-serving, evaluation system, large-language-models.
- Also covers Evaluation & Observability, LLM Frameworks, Model Training.
- - You are looking to train and evaluate state-of-the-art models such as Vicuna or MT-Bench.
When NOT to use FastChat
- - You require a proprietary or closed-source framework; FastChat is open-source under Apache-2.0 license and its use might be unsuitable for environments requiring proprietary solutions.
- - Your chatbot evaluation needs do not align with the types of data used in FastChat's datasets (e.g., human votes, MT-Bench evaluations).
- - You prefer a more user-friendly setup without the need to clone a repository and manually install dependencies; FastChat requires installation from source with additional steps for Rust and CMake on
- + Mac.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (clusterzx/paperless-ai) · observed Jul 15, 2026
- GitHub forks (clusterzx/paperless-ai) · observed Jul 15, 2026
- Last push (clusterzx/paperless-ai) · observed Jul 5, 2026
- License file (MIT) · observed Jul 15, 2026
- Trust scan (lockfile / OSV) · observed Jul 15, 2026
- GitHub stars (lm-sys/FastChat) · observed Jul 14, 2026
- GitHub forks (lm-sys/FastChat) · observed Jul 14, 2026
- Last push (lm-sys/FastChat) · observed May 1, 2026
- License file (Apache-2.0) · observed Jul 14, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: paperless-ai 5.8k · FastChat 39k (synced Jul 15, 2026).
Common questions
- What is the difference between paperless-ai and FastChat?
- paperless-ai: An automated document analyzer for Paperless-ngx using OpenAI API, Ollama, Deepseek-r1, Azure and all OpenAI API compatible Services to automatically analyze and tag your documents.. FastChat: An open platform for training, serving, and evaluating large language models. See the comparison table for live GitHub stats and shared categories.
- When should I choose paperless-ai over FastChat?
- Choose paperless-ai over FastChat when paperless-ai is primarily JavaScript; FastChat is Python; License: paperless-ai is MIT, FastChat is Apache-2.0; Tags unique to paperless-ai: ai, automation, gemma, llama.
- When should I choose FastChat over paperless-ai?
- Choose FastChat over paperless-ai when FastChat is primarily Python; paperless-ai is JavaScript; License: FastChat is Apache-2.0, paperless-ai is MIT; Tags unique to FastChat: chatbots, distributed-serving, evaluation system, large-language-models; Also covers Evaluation & Observability, LLM Frameworks, Model Training; - You are looking to train and evaluate state-of-the-art models such as Vicuna or MT-Bench.
- When should I avoid paperless-ai?
- Inference & Serving: Self-hosting rarely beats a hosted API on cost until you have steady, high-volume traffic.
- When should I avoid FastChat?
- - You require a proprietary or closed-source framework; FastChat is open-source under Apache-2.0 license and its use might be unsuitable for environments requiring proprietary solutions. - Your chatbot evaluation needs do not align with the types of data used in FastChat's datasets (e.g., human votes, MT-Bench evaluations). - You prefer a more user-friendly setup without the need to clone a repository and manually install dependencies; FastChat requires installation from source with additional steps for Rust and CMake on + Mac.
- Is paperless-ai or FastChat more popular on GitHub?
- FastChat has more GitHub stars (39,494 vs 5,819). Stars measure visibility, not whether either tool fits your constraints.
- Are paperless-ai and FastChat open source?
- Yes - both are open-source projects on GitHub (paperless-ai: MIT, FastChat: Apache-2.0).
- Where can I find alternatives to paperless-ai or FastChat?
- GraphCanon lists graph-backed alternatives at paperless-ai alternatives and FastChat alternatives (paperless-ai markdown twin, FastChat markdown twin), ranked by typed relationship edges rather than popularity votes.
- Is there a machine-readable version of this comparison?
- Yes. The markdown twin at this comparison mirrors this page for agents and LLM crawlers, with the same stats table and FAQ answers.
- Which is better maintained, paperless-ai or FastChat?
- paperless-ai: Active. FastChat: 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 paperless-ai and FastChat?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: paperless-ai trust report; FastChat trust report.