Comparison
langchain vs chainlit
Verdict
Pick langchain if langChain framework tailored for Elixir projects; pick chainlit if chainlit is a Python-based tool designed to streamline the development process of conversational AI applications, allowing developers to quickly build and interact with these apps.
Markdown twin · langchain alternatives · chainlit alternatives
GraphCanon updated 2w
vs
Trust & integrity
| Signal | langchain | chainlit |
|---|---|---|
| Maintenance | Very active (1d since push) As of 2w · github_public_v1 | Very active (3d since push) As of 2w · github_public_v1 |
| Provenance | Not a fork · Personal account As of 2w · github_public_v1 | Not a fork · Organization account As of 2w · github_public_v1 |
| OSV dependency advisories | No lockfile (source not queried) As of 1mo · osv@v1 | No published findings from this source as of 2026-07-11 As of 1mo · 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
- langchain
- Elixir implementation of a LangChain style framework for integrating with and leveraging LLMs.
- chainlit
- Build Conversational AI in minutes ⚡️
Stars
- langchain
- 1.2k
- chainlit
- 12k
Forks
- langchain
- 212
- chainlit
- 1.7k
Open issues
- langchain
- 30
- chainlit
- 142
Language
- langchain
- Elixir
- chainlit
- Python
Adopt for
- langchain
- LangChain framework tailored for Elixir projects
- chainlit
- Chainlit is a Python-based tool designed to streamline the development process of conversational AI applications, allowing developers to quickly build and interact with these apps.
Persona
- langchain
- -
- chainlit
- -
Runtime
- langchain
- -
- chainlit
- -
License
- langchain
- Other
- chainlit
- Apache-2.0
Last pushed
- langchain
- Aug 6, 2026
- chainlit
- Aug 4, 2026
Categories
- langchain
- LLM Frameworks
- chainlit
- AI Agents, LLM Frameworks
Trust and health
Days since push
- langchain
- 1d
- chainlit
- 3d
Open issues (now)
- langchain
- 30
- chainlit
- 142
Owner type
- langchain
- User
- chainlit
- Organization
OSV dependency advisories
- langchain
- No lockfile (source not queried)
- chainlit
- No published findings from this source as of 2026-07-11
Full report
- langchain
- Trust report
- chainlit
- Trust report
Choose langchain if…
- langchain is primarily Elixir; chainlit is Python.
- License: langchain is Other, chainlit is Apache-2.0.
- Requirements: Requires at least Elixir 1.17; Add `langchain` to dep list in `mix.exs` for installation.
- Tags unique to langchain: ai, anthropic, bumblebee, claude-ai.
- You are working on an Elixir project and want to integrate advanced Language Model capabilities.
When NOT to use langchain
- Your project is not written in Elixir, as this framework does not offer official support for other programming languages.
- If your requirements mandate a non-Elixir environment or dependency ecosystem, such as Python which has more mature LLM frameworks.
Choose chainlit if…
- chainlit is primarily Python; langchain is Elixir.
- License: chainlit is Apache-2.0, langchain is Other.
- Tags unique to chainlit: openai, openai-chatgpt, python, ui.
- Also covers AI Agents.
- - When you want to develop conversational AI applications rapidly using familiar Python syntax.
When NOT to use chainlit
- - Avoid if your development team is not comfortable with Python as Chainlit relies heavily on its ecosystem for rapid conversational AI development.
- - Not suitable if you require customization in low-level components, as it abstracts a lot of these away to provide quick builds.
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 Aug 8, 2026
- GitHub forks (brainlid/langchain) · observed Aug 8, 2026
- Last push (brainlid/langchain) · observed Aug 6, 2026
- License file (Other) · observed Aug 8, 2026
- Decision facts (enrichment) · observed Jul 12, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
- GitHub stars (Chainlit/chainlit) · observed Aug 8, 2026
- GitHub forks (Chainlit/chainlit) · observed Aug 8, 2026
- Last push (Chainlit/chainlit) · observed Aug 4, 2026
- License file (Apache-2.0) · observed Aug 8, 2026
- Decision facts (enrichment) · observed Jul 11, 2026
- Trust scan (lockfile / OSV) · observed Jul 11, 2026
GitHub stars on cards: langchain 1.2k · chainlit 12k (synced Aug 8, 2026).
Common questions
- What is the difference between langchain and chainlit?
- langchain: Elixir implementation of a LangChain style framework for integrating with and leveraging LLMs.. chainlit: Build Conversational AI in minutes ⚡️. See the comparison table for live GitHub stats and shared categories.
- When should I choose langchain over chainlit?
- Choose langchain over chainlit when langchain is primarily Elixir; chainlit is Python; License: langchain is Other, chainlit is Apache-2.0; Requirements: Requires at least Elixir 1.17; Add
langchainto dep list inmix.exsfor installation; Tags unique to langchain: ai, anthropic, bumblebee, claude-ai; You are working on an Elixir project and want to integrate advanced Language Model capabilities. - When should I choose chainlit over langchain?
- Choose chainlit over langchain when chainlit is primarily Python; langchain is Elixir; License: chainlit is Apache-2.0, langchain is Other; Tags unique to chainlit: openai, openai-chatgpt, python, ui; Also covers AI Agents; - When you want to develop conversational AI applications rapidly using familiar Python syntax.
- When should I avoid langchain?
- Your project is not written in Elixir, as this framework does not offer official support for other programming languages. If your requirements mandate a non-Elixir environment or dependency ecosystem, such as Python which has more mature LLM frameworks.
- When should I avoid chainlit?
- - Avoid if your development team is not comfortable with Python as Chainlit relies heavily on its ecosystem for rapid conversational AI development. - Not suitable if you require customization in low-level components, as it abstracts a lot of these away to provide quick builds.
- Is langchain or chainlit more popular on GitHub?
- chainlit has more GitHub stars (12,373 vs 1,192). Stars measure visibility, not whether either tool fits your constraints.
- Are langchain and chainlit open source?
- Yes - both are open-source projects on GitHub (langchain: Other, chainlit: Apache-2.0).
- Where can I find alternatives to langchain or chainlit?
- GraphCanon lists graph-backed alternatives at langchain alternatives and chainlit alternatives (langchain markdown twin, chainlit 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 chainlit?
- langchain: Very active. chainlit: 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 chainlit?
- GraphCanon publishes per-repo trust reports with dated maintenance, provenance, and scan summaries: langchain trust report; chainlit trust report.