Comparison
deep-research vs book-gpt
Verdict
Pick deep-research if deep-research is an AI-powered research assistant that leverages search engines, web scraping, and large language models to conduct iterative and in-depth exploration of topics; pick book-gpt if book-GPT, primarily developed using TypeScript, enables users to upload a book and then interactively query its content.
Markdown twin · deep-research alternatives · book-gpt alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | deep-research | book-gpt |
|---|---|---|
| Maintenance | Slowing (90d since push) As of 1d · github_public_v1 | Dormant (1194d since push) As of 1d · github_public_v1 |
| Provenance | Not a fork · Personal account As of 1d · github_public_v1 | Not a fork · Personal account As of 1d · github_public_v1 |
| Security (OSV) | 39 low (39 low) As of 1d · osv@v1 | No lockfile As of 1d · none |
Tagline
- deep-research
- An AI-powered research assistant that refines its topic focus over time using search engines, web scraping, and large language models.
- book-gpt
- Upload a book, ask me anything about it.
Stars
- deep-research
- 19k
- book-gpt
- 436
Forks
- deep-research
- 2.0k
- book-gpt
- 48
Open issues
- deep-research
- 90
- book-gpt
- 10
Language
- deep-research
- TypeScript
- book-gpt
- TypeScript
Adopt for
- deep-research
- Deep-research is an AI-powered research assistant that leverages search engines, web scraping, and large language models to conduct iterative and in-depth exploration of topics.
- book-gpt
- Book-GPT, primarily developed using TypeScript, enables users to upload a book and then interactively query its content.
Persona
- deep-research
- -
- book-gpt
- -
Runtime
- deep-research
- -
- book-gpt
- -
License
- deep-research
- MIT
- book-gpt
- -
Last pushed
- deep-research
- Apr 11, 2026
- book-gpt
- Apr 3, 2023
Categories
- deep-research
- AI Agents, Data & Retrieval
- book-gpt
- Data & Retrieval, Evaluation & Observability
Trust and health
Maintenance
- deep-research
- Slowing (36%)
- book-gpt
- Dormant (18%)
Days since push
- deep-research
- 90d
- book-gpt
- 1194d
Open issues (now)
- deep-research
- 90
- book-gpt
- 10
Security scan
- deep-research
- 39 low (39 low)
- book-gpt
- No lockfile
Full report
- deep-research
- Trust report
- book-gpt
- Trust report
Shared compatibility
- Node.js · deep-research: Node.js runtime · book-gpt: Node.js runtime
Choose deep-research if…
- Requirements: Requires Docker.
- Tags unique to deep-research: agent, ai, gpt, o3-mini.
- Also covers AI Agents.
- deep-research ships Docker support for self-hosted deployment.
- When you need a tool that can refine its topic focus over time through repeated iterations.
When NOT to use deep-research
- When you prefer a language other than TypeScript, as deep-research specifically requires a Node.js environment.
- If your use case does not necessitate the use of both Firecrawl and OpenAI APIs, preferring instead solutions with more API flexibility or that do not require API keys.
Choose book-gpt if…
- Tags unique to book-gpt: typescript.
- Also covers Evaluation & Observability.
- When you need an interactive way to explore the content of specific books with detailed queries.
When NOT to use book-gpt
- If your project requires customization across various development libraries, since Book-GPT is specifically developed in TypeScript.
- When support for multiple formats beyond those currently available in the project is required; this indicates ongoing work to expand format compatibility.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (dzhng/deep-research) · observed Jul 11, 2026
- GitHub forks (dzhng/deep-research) · observed Jul 11, 2026
- Last push (dzhng/deep-research) · observed Apr 11, 2026
- License file (MIT) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (fraserxu/book-gpt) · observed Jul 11, 2026
- GitHub forks (fraserxu/book-gpt) · observed Jul 11, 2026
- Last push (fraserxu/book-gpt) · observed Apr 3, 2023
- License file (unknown) · observed Jul 11, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: deep-research 19k · book-gpt 436 (synced Jul 11, 2026).
Common questions
- What is the difference between deep-research and book-gpt?
- deep-research: An AI-powered research assistant that refines its topic focus over time using search engines, web scraping, and large language models.. book-gpt: Upload a book, ask me anything about it.. See the comparison table for live GitHub stats and shared categories.
- When should I choose deep-research over book-gpt?
- Choose deep-research over book-gpt when Requirements: Requires Docker; Tags unique to deep-research: agent, ai, gpt, o3-mini; Also covers AI Agents; deep-research ships Docker support for self-hosted deployment; When you need a tool that can refine its topic focus over time through repeated iterations.
- When should I choose book-gpt over deep-research?
- Choose book-gpt over deep-research when Tags unique to book-gpt: typescript; Also covers Evaluation & Observability; When you need an interactive way to explore the content of specific books with detailed queries.
- When should I avoid deep-research?
- When you prefer a language other than TypeScript, as deep-research specifically requires a Node.js environment. If your use case does not necessitate the use of both Firecrawl and OpenAI APIs, preferring instead solutions with more API flexibility or that do not require API keys.
- When should I avoid book-gpt?
- If your project requires customization across various development libraries, since Book-GPT is specifically developed in TypeScript. When support for multiple formats beyond those currently available in the project is required; this indicates ongoing work to expand format compatibility.
- Is deep-research or book-gpt more popular on GitHub?
- deep-research has more GitHub stars (19,329 vs 436). Stars measure visibility, not whether either tool fits your constraints.
- Are deep-research and book-gpt open source?
- Yes - both are open-source projects on GitHub.
- Where can I find alternatives to deep-research or book-gpt?
- GraphCanon lists graph-backed alternatives at deep-research alternatives and book-gpt alternatives (deep-research markdown twin, book-gpt 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, deep-research or book-gpt?
- deep-research: Slowing. book-gpt: Dormant. 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 deep-research and book-gpt?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: deep-research trust report; book-gpt trust report.