bug-ops/zeph
Rust AI agent where skills evolve from real usage and every context token earns its place. Hybrid inference: Ollama, Claude, OpenAI, GGUF. Graph memory, DAG planner, MCP client, ACP for Zed/VS Code/Helix. One 15 MB binary, zero runtime deps.
Implements semantic skill retrieval with Bayesian re-ranking and self-learning evolution from real usage feedback, plus a three-tier context compression pipeline (deferred summaries, pruning, LLM compaction) with subgoal-aware protection and SQLite-backed tool output archiving. Supports multi-provider routing via EMA latency balancing, complexity triage, and LinUCB bandit algorithms; integrates with Qdrant for graph memory with typed entity relationships, temporal versioning, and point-in-time queries across PostgreSQL or SQLite backends.
Stars
6
Forks
1
Language
Rust
License
MIT
Category
Last pushed
Mar 13, 2026
Monthly downloads
105
Commits (30d)
0
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