2 Commits

Author	SHA1	Message	Date
alvis	d9668928c0	Hindsight: route consolidation/reflect to local gemma3:4b (kb#88) + rationale ... Per-stage LLM routing so Hindsight's high-volume background jobs stop burning the rate-limited Kimi subscription: - CONSOLIDATION + REFLECT -> ollama/gemma3:4b via LiteLLM :4000 (local GPU, free) - RETAIN (fact extraction) stays on Kimi (hindsight-llm) for quality Fixes the Kimi 5h window maxing at 100% from ~1100 background calls/3h (dropped to ~38%). Documents the reasoning in HINDSIGHT-MIGRATION.md section 10: frequent/mechanical/background stages -> cheap local model; user-facing, quality-critical, low-volume -> Kimi. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_014t8Qg9gi7H7HtT8MncoXAB	2026-07-16 20:30:35 +00:00
alvis	4ac595a3a9	Adolf memory: migrate Cognee -> Hindsight + Kimi quota tooling ... Memory migration (H1-H5, kb#73-77,84): - hindsight service in openai/docker-compose.yml: LLM via Kimi (cognee-llm wrapper), multilingual GPU embeddings (bge-m3 via ollama), jina multilingual reranker; pg0 + model cache persisted - openclaw.json/shared-mcp.json: mcp.servers cognee -> hindsight (bank "adolf") - hindsight-openclaw-plugin: forced-hook memory (before_prompt_build recall + agent_end retain), replacing cognee's hook layer; cognify-sweep dropped - verified live: Russian retain->recall, cross-session recall, bank isolation Kimi quota (kb#62): - adolf-llm/server.js: LLM-free GET /usage route (Kimi managed-usage API) - quota-command-openclaw-plugin: /quota readout command Cognee stack left running (decommission is H4/kb#76). Kimi-quota-footer auto-append abandoned (streamed Matrix replies bypass outbound hooks). Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_014t8Qg9gi7H7HtT8MncoXAB	2026-07-15 19:53:21 +00:00