mirivlad/ducklm

T

mirivlad f63125e945 many fixes

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Integrate memory policy and reflection runtime

2026-05-21 22:40:11 +08:00

many fixes

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many fixes

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many fixes

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many fixes

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skills/analyze_project

Replace repository with DuckLM runtime

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many fixes

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.env.example

Stabilize live chat tool loop

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.gitignore

Replace repository with DuckLM runtime

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CURRENT_STATE.md

many fixes

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docker-compose.memory.yml

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Ducklm.md

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favicon.ico

fixes

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Makefile

Add DuckLM service scripts and utility model benchmark

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pyproject.toml

Integrate memory policy and reflection runtime

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README.md

many fixes

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README.md

DuckLM

DuckLM is a local agent runtime over local language models. It exposes a WebChat and HTTP API, calls llama-server through an OpenAI-compatible API, and persists tasks/events in SQLite.

Quick Start

python3 -m venv .venv
. .venv/bin/activate
python -m pip install -e ".[dev]"
cp .env.example .env
bash scripts/duck.sh start

Open http://127.0.0.1:8000/.

duck.sh starts and stops the local Qdrant vector memory service together with llama-server and the DuckLM API. Use status --probe for live backend checks.

Useful commands:

bash scripts/duck.sh status
bash scripts/duck.sh status --probe
bash scripts/duck.sh logs --follow
bash scripts/duck.sh restart
bash scripts/duck.sh stop

MTP/speculative variant:

bash scripts/duck-mtp.sh start
bash scripts/duck-mtp.sh status
bash scripts/duck-mtp.sh logs --follow
bash scripts/duck-mtp.sh stop