acodercat / cave-agent
Stateful runtime management for LLM agents—inject, manipulate, and retrieve Python objects across turns.
Why this job: topics: llm-agent, llm-agents
What it does
- Code-based function calling. the LLM writes and runs Python against injected objects, not rigid JSON tool schemas
- Stateful runtime. inject/retrieve real Python objects (DataFrames, connections, class instances) with state persisting across turns; expose class schemas for type-aware code generation
- Two runtimes. in-process IPythonRuntime or crash-isolated IPyKernelRuntime
- Reasoning models. streams o1 / DeepSeek-R1 reasoning live as ThinkingChunkEvents
- Execution control. step, wall-clock and cumulative-token budgets, plus per-execution / stream-idle timeouts
Get started
pip install 'cave-agent[all]'- Maintenance
- Active
- Last commit 55 days ago
- Stars
- 219
- +14 this week
- Licence
- MIT
- Allows business use
- Downloads for
- None listed
- No release files
- Latest version
- v0.8.0
- Released 3 months ago
- Built with
- Python
- 100% of the code
Is it looked after?
- Contributors
- 2
- Last 90 days
- Issues
- 100% closed
- 0 still open
- Pull requests
- 26 merged
- 0 waiting
- Releases
- 25
- 10 in the last year
- Contributing guide (opens in new tab)
- No security policy
- No code of conduct
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More: languages, topics and project record
Languages
- Python 100%
Topics
- llm
- llm-agent
- llm-agents
- llm-evaluation
- llm-inference
- llm-tools
- llms
Project record
- JobAgent frameworks
- StatusListed
- Commits118
- Forks18
- Watching3
- Stars in 28 days+15
- CreatedJan 23, 2025
- First seen by usNov 7, 2026
- CheckedNov 9, 2026