Comparison
langchain vs academic-research-skills
Verdict
Pick langchain when langchain is primarily Elixir; academic-research-skills is Python; pick academic-research-skills when academic-research-skills is primarily Python; langchain is Elixir.
Markdown twin · langchain alternatives · academic-research-skills alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | langchain | academic-research-skills |
|---|---|---|
| Maintenance | Very active (1d since push) As of today · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Personal account As of today · github_public_v1 | Not a fork · Personal account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of today · none | No lockfile As of today · none |
Tagline
- langchain
- Elixir implementation of a LangChain style framework that lets Elixir projects integrate with and leverage LLMs.
- academic-research-skills
- Academic Research Skills for Claude Code: research → write → review → revise → finalize
Stars
- langchain
- 1.2k
- academic-research-skills
- 37k
Forks
- langchain
- 207
- academic-research-skills
- 3.0k
Open issues
- langchain
- 31
- academic-research-skills
- 9
Language
- langchain
- Elixir
- academic-research-skills
- Python
Adopt for
- langchain
- -
- academic-research-skills
- -
Persona
- langchain
- -
- academic-research-skills
- -
Runtime
- langchain
- -
- academic-research-skills
- -
License
- langchain
- Other
- academic-research-skills
- Other
Last pushed
- langchain
- Jul 9, 2026
- academic-research-skills
- Jul 11, 2026
Categories
- langchain
- LLM Frameworks
- academic-research-skills
- Data & Retrieval, LLM Frameworks
Trust and health
Days since push
- langchain
- 1d
- academic-research-skills
- 0d
Open issues (now)
- langchain
- 31
- academic-research-skills
- 9
Full report
- langchain
- Trust report
- academic-research-skills
- Trust report
Choose langchain if…
- langchain is primarily Elixir; academic-research-skills is Python.
- Tags unique to langchain: ai, anthropic, bumblebee, chatgpt.
When NOT to use langchain
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Choose academic-research-skills if…
- academic-research-skills is primarily Python; langchain is Elixir.
- Tags unique to academic-research-skills: academic-pipeline, academic-writing, ai-research, claude.
- Also covers Data & Retrieval.
When NOT to use academic-research-skills
- Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough.
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
Explore
Sources
Every stat on this page traces to a dated GitHub sync, license file, enrichment field, or trust scan.
- GitHub stars (brainlid/langchain) · observed Jul 11, 2026
- GitHub forks (brainlid/langchain) · observed Jul 11, 2026
- Last push (brainlid/langchain) · observed Jul 9, 2026
- License file (Other) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Imbad0202/academic-research-skills) · observed Jul 11, 2026
- GitHub forks (Imbad0202/academic-research-skills) · observed Jul 11, 2026
- Last push (Imbad0202/academic-research-skills) · observed Jul 11, 2026
- License file (Other) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: langchain 1.2k · academic-research-skills 37k (synced Jul 11, 2026).
Common questions
- What is the difference between langchain and academic-research-skills?
- langchain: Elixir implementation of a LangChain style framework that lets Elixir projects integrate with and leverage LLMs.. academic-research-skills: Academic Research Skills for Claude Code: research → write → review → revise → finalize. See the comparison table for live GitHub stats and shared categories.
- When should I choose langchain over academic-research-skills?
- Choose langchain over academic-research-skills when langchain is primarily Elixir; academic-research-skills is Python; Tags unique to langchain: ai, anthropic, bumblebee, chatgpt.
- When should I choose academic-research-skills over langchain?
- Choose academic-research-skills over langchain when academic-research-skills is primarily Python; langchain is Elixir; Tags unique to academic-research-skills: academic-pipeline, academic-writing, ai-research, claude; Also covers Data & Retrieval.
- When should I avoid langchain?
- LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- When should I avoid academic-research-skills?
- Data & Retrieval: Skip a heavy ingestion framework when your corpus is small and static; a script plus the embedding API is enough. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is langchain or academic-research-skills more popular on GitHub?
- academic-research-skills has more GitHub stars (37,300 vs 1,178). Stars measure visibility, not whether either tool fits your constraints.
- Are langchain and academic-research-skills open source?
- Yes - both are open-source projects on GitHub (langchain: Other, academic-research-skills: Other).
- Where can I find alternatives to langchain or academic-research-skills?
- GraphCanon lists graph-backed alternatives at langchain alternatives and academic-research-skills alternatives (langchain markdown twin, academic-research-skills 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, langchain or academic-research-skills?
- langchain: Very active. academic-research-skills: Very active. 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 langchain and academic-research-skills?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: langchain trust report; academic-research-skills trust report.