@@ -25,10 +25,14 @@ Docs: https://docs.openclaw.ai
2525- Providers/Ollama: honor `/api/show` capabilities when registering local models so non-tool Ollama models no longer receive the agent tool surface, and keep native Ollama thinking opt-in instead of enabling it by default. Fixes #64710 and duplicate #65343. Thanks @yuan-b, @netherby, @xilopaint, and @Diyforfun2026.
2626- Providers/Ollama: expose native Ollama thinking effort levels so `/think max` is accepted for reasoning-capable Ollama models and maps to Ollama's highest supported `think` effort. Fixes #71584. Thanks @g0st1n.
2727- Providers/Ollama: strip the active custom Ollama provider prefix before native chat and embedding requests, so custom provider ids like `ollama-spark/qwen3:32b` reach Ollama as the real model name. Fixes #72353. Thanks @maximus-dss and @hclsys.
28+- Providers/Ollama: parse stringified native tool-call arguments before dispatch, preserving unsafe integer values so Ollama tool use receives structured parameters. Fixes #69735; supersedes #69910. Thanks @rongshuzhao and @yfge.
29+- Providers/Ollama: skip ambient localhost discovery unless Ollama auth or meaningful config opts in, preventing unexpected probes to `127.0.0.1:11434` for users who are not using Ollama. Fixes #56939; supersedes #57116. Thanks @IanxDev and @tsukhani.
2830- Providers/Ollama: move memory embeddings to Ollama's current `/api/embed` endpoint with batched `input` requests while preserving vector normalization and custom provider auth/header overrides. Fixes #39983. Thanks @sskkcc and @LiudengZhang.
2931- Providers/Ollama: route local web search through Ollama's signed `/api/experimental/web_search` daemon proxy, use hosted `/api/web_search` directly for `ollama.com`, and keep `OLLAMA_API_KEY` scoped to cloud fallback auth. Fixes #69132. Thanks @yoon1012 and @hyspacex.
32+- Memory/doctor: treat Ollama memory embeddings as key-optional so `openclaw doctor` no longer warns about a missing API key when the gateway reports embeddings are ready. Fixes #46584. Thanks @fengly78.
3033- Agents/Ollama: apply provider-owned replay turn normalization to native Ollama chat so Cloud models no longer reject non-alternating replay history in agent/Gateway runs. Fixes #71697. Thanks @ismael-81.
3134- Agents/Ollama: validate explicit `--thinking max` against catalog-discovered Ollama reasoning metadata so local agent runs accept the same native thinking levels shown in the model catalog. Fixes #71584. Thanks @g0st1n.
35+- CLI/models: include explicitly configured provider models in `openclaw models list --provider <id>` without requiring the full catalog path, so configured Ollama models are visible. Fixes #65207. Thanks @drzeast-png.
3236- Docker/QA: add observability coverage to the normal Docker aggregate so QA-lab OTEL and Prometheus diagnostics run inside Docker. Thanks @vincentkoc.
3337- Auto-reply: poison inbound message dedupe after replay-unsafe provider/runtime failures so retries stay safe before visible progress but cannot duplicate messages after block output, tool side effects, or session progress. Fixes #69303; keeps #58549 and #64606 as duplicate validation. Thanks @martingarramon, @NikolaFC, and @zeroth-blip.
3438- Agents/model fallback: jump directly to a known later live-session model redirect instead of walking unrelated fallback candidates, while preserving the already-landed live-session/fallback loop guard. Fixes #57471; related loop family already closed via #58496. Thanks @yuxiaoyang2007-prog.
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