3 Commits

Include renames

Author	SHA1	Message	Date
poimenandrock	fb61de6b47	feat: LLM entity + fact extraction pipeline (Zep paper alignment) (#48) ... ## Changes ### Entity Extraction - Switch from WikiLinkFallbackExtractor to LlmEntityExtractor when LLM_ENDPOINT set - `clean_llm_response()`: strips `<think>` tags, markdown fences, extracts JSON - Handle array responses (Ollama returns `[...]` not `{entities: [...]}`) - EntityType custom Deserialize: unknown variants → Unknown (no crash) - Increase timeout 30s→90s, max_tokens 500→1500 for reasoning models - Graceful reflection fallback: keep entities if verification fails ### Fact Extraction (NEW) - LlmFactExtractor: LLM-based relationship extraction between entity pairs - Validates source/target against known entity list (drops hallucinated edges) - Same robust JSON cleaning for reasoning models + Ollama - IngestWorker auto-selects LLM vs Simple based on LLM_ENDPOINT env ### K8s Deployment - Add `command: ["/app/mem"]` (fix args replacing CMD) - Add LLM_ENDPOINT, LLM_MODEL env vars for in-cluster LLM ## E2E Tested (local Ollama qwen2.5:3b) - 12 entities extracted (person, tool, concept, organization) - 5 edges with relationships and facts - 781 tests pass ## Zep Paper Alignment (§2.2) - Entity extraction + resolution (§2.2.1) - Fact extraction between entity pairs (§2.2.2) - Temporal edge invalidation ready (t_valid/t_invalid schema) - Reflection verification (§2.2.1, graceful fallback) --------- Co-authored-by: rock <[email protected]> Reviewed-on: #48 Co-authored-by: poimen <[email protected]>	2026-09-11 01:11:15 +00:00
rock	6b18d81421	[Phase 3.1] Agent entity types + metadata structs (#47) ... ## Changes - `crates/mem-core/src/entity.rs` — Added AgentPrompt, AgentSkill, AgentDecision to EntityType enum - `crates/mem-core/src/agent_entity.rs` — New module (280 LOC): metadata structs, factories, stat updaters - `crates/mem-core/src/lib.rs` — Module registration + exports ## Agent Entity Types - **AgentPrompt**: template, target_model, task_category, usage_count, avg_quality, version - **AgentSkill**: description, trigger_patterns, success_rate, invocation_count, avg_latency_ms - **AgentDecision**: action, reasoning, alternatives, confidence, outcome (success/quality/feedback) ## Validation - 8 new tests pass (factories, stats, round-trip, serialization) - 174 total lib tests pass - `cargo build --release` cleanReviewed-on: #47 Co-authored-by: rock <[email protected]>	2026-09-09 02:48:40 +00:00
rock	41c203ffed	Phase 6 complete: JWT auth, pod-aware routing, Zep prompts, Temporal workflow links ... - Add migration 005_workflows_schema.sql (temporal_workflow_links reference table) - Implement pod-aware SynthesisClient (internal vs external routing via ConfigMap) - Encrypt endpoints config with SOPS/age (no topology exposure) - Integrate Zep graph construction prompts (arXiv:2501.13956) - Fix Phase 5.4 DRY violations (extracted capitalization helper) - Fix Phase 6 concurrency (RwLock for metrics, exponential backoff + jitter for webhooks) - Prune unnecessary docs, move to ../poimen-docs/ - JWT token propagation to all synthesis calls (reason_query, link_entities, infer_facts) Quality improvements: CRAP: 2.63 → 2.23 (16.7% better) DRY: 90% → 95% (+5.5%) SOLID: 4.50 → 4.76 (+5.8%) Compilation: ✅ Pass Tests: 378+ (all passing)	2026-09-05 00:31:28 -07:00