Our verdict
We have not reviewed SymbolicAI yet
No one at Enterprise DNA has checked this listing against its sources. The description comes from public listings gathered automatically. Any fact below shows where it came from and when it was last checked.
From the listing
About SymbolicAI
SymbolicAI is a Python framework that combines neural networks with symbolic reasoning to structure LLM outputs. It uses differentiable programming to integrate logical constraints and probabilistic inference into language model workflows.
Best for
Developers building applications that need structured, logical reasoning from LLMs
Use cases
- Building structured reasoning pipelines with LLMs
- Enforcing logical constraints on model outputs
- Creating hybrid neurosymbolic applications
Notes
1,719 stars on GitHub. Last updated 2026-05-18. Licensed BSD-3-Clause.
Pros
- Bridges neural and symbolic approaches for more reliable outputs
- Leverages differentiable programming for flexible integration
- Active open-source community with 1.7k stars
Cons
- Requires understanding of both neural networks and symbolic logic
- Limited to Python ecosystem
- May have a steeper learning curve for pure ML practitioners
Key facts
What we have checked
- Days since the last commit
- 4
- GitHub forks
- 98
- GitHub stars
- 1,776
- Days to a first reply on issues
- 1.5
- Open issues
- 0
- Releases in the last 90 days
- 3
Each value shows when we last confirmed it and where it came from. Values we have not confirmed are left out, never guessed.
Health and security
Is SymbolicAI looked after, and what do its setup files show
Health score
100 out of 100
| Part | Points | What we saw |
|---|---|---|
| Recent activity | 30 of 30 | Last push 4 days ago |
| Releases | 15 of 15 | 3 releases in 90 days |
| Issue replies | 20 of 20 | First reply in 1.5 days (median) |
| Maintainer | 15 of 15 | Owned by an organisation |
| Official source | Not counted | MCP servers only |
Sources
Where this comes from
- GitHubRegistry
A source shows what was published when we checked it. It does not certify security, performance or a working installation. Read our method.
Changelog
What changed
No changes recorded yet. Releases, price changes and deprecations appear here, with their dates, once we track them for this record.
Pairs with
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