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6 commits

Author SHA1 Message Date
ProofOfConcept
998b71e52c flatten: move poc-memory contents to workspace root 
No more subcrate nesting — src/, agents/, schema/, defaults/, build.rs
all live at the workspace root. poc-daemon remains as the only workspace
member. Crate name (poc-memory) and all imports unchanged.

Co-Authored-By: Proof of Concept <poc@bcachefs.org>
 2026-03-25 00:54:12 -04:00
Kent Overstreet
a29b6d4c5d Add direct API backend for agent execution 
When api_base_url is configured, agents call the LLM directly via
OpenAI-compatible API (vllm, llama.cpp, etc.) instead of shelling
out to claude CLI. Implements the full tool loop: send prompt, if
tool_calls execute them and send results back, repeat until text.

This enables running agents against local/remote models like
Qwen-27B on a RunPod B200, with no dependency on claude CLI.

Config fields: api_base_url, api_key, api_model.
Falls back to claude CLI when api_base_url is not set.

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>
 2026-03-18 23:05:14 -04:00
ProofOfConcept
6932e05b38 Remove dead action pipeline: parsing, depth tracking, knowledge loop, fact miner 
Agents now apply changes via tool calls (poc-memory write/link-add/etc)
during the LLM call. The old pipeline — where agents output WRITE_NODE/
LINK/REFINE text, which was parsed and applied separately — is dead code.

Removed:
- Action/ActionKind/Confidence types and all parse_* functions
- DepthDb, depth tracking, confidence gating
- apply_action, stamp_content, has_edge
- NamingResolution, resolve_naming and related naming agent code
- KnowledgeLoopConfig, CycleResult, GraphMetrics, convergence checking
- run_knowledge_loop, run_cycle, check_convergence
- apply_consolidation (old report re-processing)
- fact_mine.rs (folded into observation agent)
- resolve_action_names

Simplified:
- AgentResult no longer carries actions/no_ops
- run_and_apply_with_log just runs the agent
- consolidate_full simplified action tracking

-1364 lines.
 2026-03-17 00:37:12 -04:00
Kent Overstreet
b4e674806d agents: self-contained agent files with embedded prompts 
Each agent is a .agent file: JSON config on the first line, blank line,
then the raw prompt markdown. Fully self-contained, fully readable.
No separate template files needed.

Agents dir: checked into repo at poc-memory/agents/. Code looks there
first (via CARGO_MANIFEST_DIR), falls back to ~/.claude/memory/agents/.

Three agents migrated: replay, linker, transfer.

Co-Authored-By: ProofOfConcept <poc@bcachefs.org>
 2026-03-10 15:29:55 -04:00
ProofOfConcept
92f3ba5acf extract shared transcript parser and similarity matching helpers 
- New agents/transcript.rs: shared JSONL parsing for enrich, fact_mine,
  and knowledge (was 3 separate implementations, ~150 lines duplicated)
- New best_match() and section_children() helpers in neuro/rewrite.rs
  (was duplicated find-best-by-similarity loop + section collection)
- Net -153 lines
 2026-03-08 21:42:53 -04:00
ProofOfConcept
cee9b76a7b move LLM-dependent modules into agents/ subdir 
Separate the agent layer (everything that calls external LLMs or
orchestrates sequences of such calls) from core graph infrastructure.

agents/: llm, prompts, audit, consolidate, knowledge, enrich,
         fact_mine, digest, daemon

Root: store/, graph, spectral, search, similarity, lookups, query,
      config, util, migrate, neuro/ (scoring + rewrite)

Re-exports at crate root preserve backwards compatibility so
`crate::llm`, `crate::digest` etc. continue to work.
 2026-03-08 21:27:41 -04:00