Which is more popular, guidance or llama-cpp-agent?

guidance has more GitHub stars (21,786 vs 659).

Which is more actively developed, guidance or llama-cpp-agent?

guidance had more commits in the last 90 days (0 vs 0).

Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.

Side-by-side comparison of two AI agent tools

llama-cpp-agent has had no commit in 6 months; guidance is actively maintained.
guidance is growing faster: +67 GitHub stars in the last 30 days vs +6 for llama-cpp-agent.
Pick guidance for: a guidance language for controlling large language models. Pick llama-cpp-agent for: python framework for LLM chat, structured output, function calling, RAG, and agent chains.

From GitHub data refreshed daily.

guidanceopen-source

A guidance language for controlling large language models.

Python framework for LLM chat, structured output, function calling, RAG, and agent chains

+Pythonic interface that integrates naturally with existing Python workflows and familiar programming patterns
+Constrained generation capabilities that guarantee output syntax and structure using regex and context-free grammars
+Multi-backend support allowing seamless switching between different model providers and local/cloud deployments

-Requires Python programming knowledge, limiting accessibility for non-technical users
-Learning curve for advanced constraint features like context-free grammars and complex regex patterns
-Dependent on backend availability and may require additional setup for specific model types

•Structured data extraction from documents or conversations where output must conform to specific JSON schemas or formats
•Building conversational AI applications that require controlled dialogue flows and predictable response structures
•Cost-effective alternative to fine-tuning when you need specific output formatting without retraining models

Which is more popular, guidance or llama-cpp-agent?: guidance has more GitHub stars (21,786 vs 659).
Which is more actively developed, guidance or llama-cpp-agent?: guidance had more commits in the last 90 days (0 vs 0).
Should I use guidance or llama-cpp-agent?: Compare their capabilities, limitations and "best for" notes above. Trying each on a small task is the fastest way to decide.