Comparison
langchain vs lakeFS
Verdict
Pick langchain when langchain is primarily Python; lakeFS is Go; pick lakeFS when lakeFS is primarily Go; langchain is Python.
Markdown twin · langchain alternatives · lakeFS alternatives
GraphCanon updated today
vs
Trust & integrity
| Signal | langchain | lakeFS |
|---|---|---|
| Maintenance | Very active (0d since push) As of 1d · github_public_v1 | Very active (0d since push) As of today · github_public_v1 |
| Provenance | Not a fork · Organization account As of 1d · github_public_v1 | Not a fork · Organization account As of today · github_public_v1 |
| Security (OSV) | No lockfile As of 1d · none | 5 low (5 low) As of today · osv@v1 |
Tagline
- langchain
- The agent engineering platform.
- lakeFS
- lakeFS - Data version control for your data lake | Git for data
Stars
- langchain
- 142k
- lakeFS
- 5.4k
Forks
- langchain
- 24k
- lakeFS
- 461
Open issues
- langchain
- 419
- lakeFS
- 431
Language
- langchain
- Python
- lakeFS
- Go
Adopt for
- langchain
- LangChain is an open-source platform designed specifically for building agents and applications that leverage large language models (LLMs). It provides a standard framework to develop interoperable components and connect
- lakeFS
- -
Persona
- langchain
- -
- lakeFS
- -
Runtime
- langchain
- -
- lakeFS
- -
License
- langchain
- MIT License, allowing free use for both personal and commercial purposes under its stipulated terms.
- lakeFS
- Apache-2.0
Last pushed
- langchain
- Jul 11, 2026
- lakeFS
- Jul 11, 2026
Categories
- langchain
- AI Agents, LLM Frameworks
- lakeFS
- AI Agents, LLM Frameworks
Trust and health
Open issues (now)
- langchain
- 419
- lakeFS
- 431
Security scan
- langchain
- No lockfile
- lakeFS
- 5 low (5 low)
Full report
- langchain
- Trust report
- lakeFS
- Trust report
Shared compatibility
- Python · langchain: Python runtime · lakeFS: Python runtime
Choose langchain if…
- langchain is primarily Python; lakeFS is Go.
- License: langchain is MIT, lakeFS is Apache-2.0.
- Pricing: LangChain itself is open-source and free to use. However, it might rely on paid services or premium models from external platforms like OpenAI..
- Tags unique to langchain: agents, ai-agents, anthropic, chatgpt.
- * When aiming to build complex AI-powered agents or applications requiring high-level capabilities like planning, subagent interaction, and file system operations.
When NOT to use langchain
- * When working on smaller, less complex projects where full-scale integration with sophisticated components is not necessary as LangChain's extensive features might introduce unnecessary complexity.
- * If you are primarily focused on JavaScript or TypeScript development as the primary focus of LangChain is Python. Although there is a JS/TS equivalent (LangChain.js), it may not offer the same depth
- * For projects requiring heavy customization at lower levels, where a more granular control over individual components is required rather than working with an integrated framework.
Choose lakeFS if…
- lakeFS is primarily Go; langchain is Python.
- License: lakeFS is Apache-2.0, langchain is MIT.
- Tags unique to lakeFS: apache-spark, apache-sparksql, aws-s3, azure-blob-storage.
- lakeFS ships Docker support for self-hosted deployment.
When NOT to use lakeFS
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism.
- 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 (langchain-ai/langchain) · observed Jul 11, 2026
- GitHub forks (langchain-ai/langchain) · observed Jul 11, 2026
- Last push (langchain-ai/langchain) · observed Jul 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 (treeverse/lakeFS) · observed Jul 11, 2026
- GitHub forks (treeverse/lakeFS) · observed Jul 11, 2026
- Last push (treeverse/lakeFS) · observed Jul 11, 2026
- License file (Apache-2.0) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: langchain 142k · lakeFS 5.4k (synced Jul 11, 2026).
Common questions
- What is the difference between langchain and lakeFS?
- langchain: The agent engineering platform.. lakeFS: lakeFS - Data version control for your data lake | Git for data. See the comparison table for live GitHub stats and shared categories.
- When should I choose langchain over lakeFS?
- Choose langchain over lakeFS when langchain is primarily Python; lakeFS is Go; License: langchain is MIT, lakeFS is Apache-2.0; Pricing: LangChain itself is open-source and free to use. However, it might rely on paid services or premium models from external platforms like OpenAI.; Tags unique to langchain: agents, ai-agents, anthropic, chatgpt; * When aiming to build complex AI-powered agents or applications requiring high-level capabilities like planning, subagent interaction, and file system operations.
- When should I choose lakeFS over langchain?
- Choose lakeFS over langchain when lakeFS is primarily Go; langchain is Python; License: lakeFS is Apache-2.0, langchain is MIT; Tags unique to lakeFS: apache-spark, apache-sparksql, aws-s3, azure-blob-storage; lakeFS ships Docker support for self-hosted deployment.
- When should I avoid langchain?
- * When working on smaller, less complex projects where full-scale integration with sophisticated components is not necessary as LangChain's extensive features might introduce unnecessary complexity. * If you are primarily focused on JavaScript or TypeScript development as the primary focus of LangChain is Python. Although there is a JS/TS equivalent (LangChain.js), it may not offer the same depth * For projects requiring heavy customization at lower levels, where a more granular control over individual components is required rather than working with an integrated framework.
- When should I avoid lakeFS?
- AI Agents: Don't use an agent loop when a deterministic workflow would do; agents add latency, cost, and non-determinism. LLM Frameworks: Avoid a framework for a single prompt-and-retrieve call; the abstraction can cost more than it saves.
- Is langchain or lakeFS more popular on GitHub?
- langchain has more GitHub stars (141,504 vs 5,438). Stars measure visibility, not whether either tool fits your constraints.
- Are langchain and lakeFS open source?
- Yes - both are open-source projects on GitHub (langchain: MIT, lakeFS: Apache-2.0).
- Where can I find alternatives to langchain or lakeFS?
- GraphCanon lists graph-backed alternatives at langchain alternatives and lakeFS alternatives (langchain markdown twin, lakeFS 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 lakeFS?
- langchain: Very active. lakeFS: 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 lakeFS?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: langchain trust report; lakeFS trust report.