P3: llama-swap capabilities deklariert + Plugin lernt Tool-Namen (Hermes-0.18-API)
- deploy-Config: capabilities (in/out/tools/context) je Modell — /v1/models informiert Clients korrekt; context = nutzbarer Kontext pro Request (c/parallel) - mc2-memory: sync_turn nutzt messages aus Hermes >=0.18 — nur Tool-NAMEN (Ergebnisse bleiben draussen: untrusted/Poisoning-Vektor); deployt, Postcheck gruen - Mem0 v3-Algorithmus auf der Box verifiziert (BM25/Entity/Hybrid in 2.0.8 aktiv) Co-Authored-By: Claude Fable 5 <noreply@anthropic.com>
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@@ -13,24 +13,44 @@ models:
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aliases:
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- hermes
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- fast
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# context = nutzbarer Kontext PRO REQUEST (c geteilt durch parallel-Slots).
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capabilities:
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in: [text]
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out: [text]
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tools: true
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context: 65536
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Qwen3.5-122B-A10B:
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cmd: |
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llama-server -m /srv/models/Qwen3.5-122B-A10B-GGUF/Q4_K_M/Qwen3.5-122B-A10B-Q4_K_M-00001-of-00003.gguf --host 127.0.0.1 --port ${PORT} -c 32768 -ngl 999 -fa on --no-mmap --jinja --cache-reuse 256 -cram 16384
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ttl: 600
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aliases:
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- heavy
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capabilities:
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in: [text]
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out: [text]
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tools: true
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context: 32768
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Qwen3-Coder-Next:
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cmd: |
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llama-server -m /srv/models/Qwen3-Coder-Next-GGUF/Qwen3-Coder-Next-Q4_K_M.gguf --host 127.0.0.1 --port ${PORT} -c 131072 -ngl 999 -fa on --no-mmap --jinja --cache-reuse 256 -cram 16384
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ttl: 600
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aliases:
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- coder
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capabilities:
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in: [text]
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out: [text]
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tools: true
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context: 131072
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Qwen3-VL-8B-Instruct:
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cmd: |
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llama-server -m /srv/models/Qwen3-VL-8B-Instruct-GGUF/Qwen3VL-8B-Instruct-Q4_K_M.gguf --host 127.0.0.1 --port ${PORT} -c 32768 -ngl 999 -fa on --no-mmap --mmproj /srv/models/Qwen3-VL-8B-Instruct-GGUF/mmproj-Qwen3VL-8B-Instruct-F16.gguf --jinja
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ttl: 300
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aliases:
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- vision
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capabilities:
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in: [text, image]
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out: [text]
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context: 32768
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Qwen3-Embedding-0.6B:
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cmd: |
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llama-server -m /srv/models/Qwen3-Embedding-0.6B-GGUF/Qwen3-Embedding-0.6B-Q8_0.gguf --host 127.0.0.1 --port ${PORT} --embedding --pooling last -ngl 999 -fa on --no-mmap -c 8192
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@@ -43,12 +63,22 @@ models:
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ttl: 300
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aliases:
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- coder-lite
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capabilities:
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in: [text]
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out: [text]
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tools: true
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context: 131072
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GLM-4.6V-Flash:
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cmd: |
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llama-server -m /srv/models/GLM-4.6V-Flash-GGUF/GLM-4.6V-Flash-Q4_K_M.gguf --host 127.0.0.1 --port ${PORT} -c 131072 -ngl 999 -fa on --no-mmap --mmproj /srv/models/GLM-4.6V-Flash-GGUF/mmproj-BF16.gguf --jinja
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ttl: 300
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aliases:
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- scout
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capabilities:
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in: [text, image]
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out: [text]
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tools: true
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context: 131072
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groups:
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brains:
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swap: false
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@@ -150,6 +150,18 @@ class MC2MemoryProvider(MemoryProvider):
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return
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msgs: List[Dict[str, str]] = [{"role": "user", "content": u}]
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a = (assistant_content or "").strip()
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# Hermes ≥0.18 liefert optional den vollen Turn-Kontext (`messages`, inkl. Tool-Calls).
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# Bewusst NUR die Tool-NAMEN mitlernen ("hat X per Tool Y geprüft") — Tool-ERGEBNISSE
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# sind untrusted (Web-Inhalte!) und wären ein Poisoning-Vektor am Junk-Guard vorbei.
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if messages:
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tools = []
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for m in messages:
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for tc in (m.get("tool_calls") or []):
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name = ((tc.get("function") or {}).get("name") or "").strip()
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if name and name not in tools:
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tools.append(name)
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if tools:
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a = (a + f"\n[genutzte Tools: {', '.join(tools[:6])}]").strip()
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if a:
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msgs.append({"role": "assistant", "content": a[:4000]})
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try:
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