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Dais-Project/Dais-SDK

71

LiteAI-SDK is a wrapper of LiteLLM which provides a more intuitive API and Vercel AI SDK like DX.

What's novel

LiteAI-SDK is a wrapper of LiteLLM which provides a more intuitive API and Vercel AI SDK like DX.

Code Analysis

8 files read · 3 rounds

A Python SDK providing a robust, type-safe framework for defining, registering, and executing LLM tools with support for both synchronous and asynchronous patterns.

Strengths

Excellent separation of concerns between tool definitions, execution logic, and schema generation. The implementation handles edge cases like missing return types and JSON decoding errors gracefully. Strong use of Python typing (TypedDict, Protocol) ensures type safety across the tool interface.

Weaknesses

The core innovation is limited to wrapping standard function calls; it lacks novel algorithms or complex business logic beyond orchestration. Test coverage appears moderate but may lack deep edge-case scenarios for async/sync context switching.

Score Breakdown

Innovation
3 (25%)
Craft
68 (35%)
Traction
8 (15%)
Scope
76 (25%)

Signal breakdown

Innovation

Not Fork+1
Code Novelty+1
Concept Novelty+1

Craft

Ci+5
Tests+8
Polish+1
Releases+0
Has License+5
Code Quality+23
Readme Quality+4
Recent Activity+7
Structure Quality+5
Commit Consistency+5
Has Dependency Mgmt+5

Traction

Forks+0
Stars+6
Hn Points+0
Watchers+0
Early Traction+0
Devto Reactions+0
Community Contribs+2

Scope

Commits+8
Languages+3
Subsystems+13
Bloat Penalty+0
Completeness+7
Contributors+6
Authored Files+12
Readme Code Match+3
Architecture Depth+7
Implementation Depth+8

Evidence

Commits

144

Contributors

2

Files

61

Active weeks

16

TestsCI/CDREADMELicenseContributing

Repository

Language

Python

Stars

1

Forks

0

License

MIT