g023's Agentic Chat is a single-file Python tool using one universal python_exec tool for all tasks. It features a 6-level memory system, multi-level reasoning with backtracking, and local Ollama integration.
Highlights
Single-Tool Architecture using python_exec for all operations
Multi-level reasoning with auto-escalation and backtracking
6-level memory system with global cross-session support
Sub-agent system including Planner, Coder, and Reviewer
Local Ollama LLM integration with vanilla Python
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g023 · via GitHub
Context
Audience
Developers and AI researchers interested in building or understanding single-tool agentic systems