LLM Team UI v1.0 — full-stack local AI orchestration platform

Features:
- 20 team modes (brainstorm, debate, consensus, red team, etc.)
- 3 autonomous pipelines (research, model eval, knowledge extraction)
- AutoResearch Lab with ratchet engine (Karpathy-inspired)
- Multi-provider support (Ollama, OpenRouter, OpenAI, Anthropic)
- Admin panel (providers, models, timeouts, OpenRouter browser)
- History panel with copy/iterate/re-pipe workflow
- Context budget system (smart truncation, safe_query, overflow recovery)
- PostgreSQL persistence (team_runs, pipeline_runs, lab_experiments, lab_trials)
- Pure Python + embedded HTML/CSS/JS, no external JS dependencies
- Inline SVG score charts in Lab monitor
- SSE streaming for real-time output
- Systemd service with auto-restart

Stack: Flask + Ollama + PostgreSQL + Bun-compatible
Hardware: RTX A4000 (16GB) + 128GB RAM

Co-Authored-By: Claude Opus 4.6 (1M context) <noreply@anthropic.com>

.gitignore

@@ -0,0 +1,4 @@
+__pycache__/
+*.pyc
+.env
+*.log

llm-team-ui.service

@@ -0,0 +1,14 @@
+[Unit]
+Description=LLM Team UI - Multi-model team web interface
+After=network.target ollama.service
+
+[Service]
+Type=simple
+User=root
+WorkingDirectory=/root
+ExecStart=/usr/bin/python3 /root/llm_team_ui.py
+Restart=on-failure
+RestartSec=5
+
+[Install]
+WantedBy=multi-user.target

llm_team_config.json

@@ -0,0 +1,33 @@
+{
+  "providers": {
+    "ollama": {
+      "enabled": true,
+      "base_url": "http://localhost:11434",
+      "timeout": 300
+    },
+    "openrouter": {
+      "enabled": false,
+      "base_url": "https://openrouter.ai/api/v1",
+      "api_key": "",
+      "timeout": 120
+    },
+    "openai": {
+      "enabled": false,
+      "base_url": "https://api.openai.com/v1",
+      "api_key": "",
+      "timeout": 120
+    },
+    "anthropic": {
+      "enabled": false,
+      "base_url": "https://api.anthropic.com/v1",
+      "api_key": "",
+      "timeout": 120
+    }
+  },
+  "disabled_models": [],
+  "cloud_models": [],
+  "timeouts": {
+    "global": 300,
+    "per_model": {}
+  }
+}

schema.sql

@@ -0,0 +1,54 @@
+-- LLM Team UI Database Schema
+-- Run against PostgreSQL: psql -d knowledge_base -f schema.sql
+
+CREATE TABLE IF NOT EXISTS team_runs (
+    id SERIAL PRIMARY KEY,
+    mode TEXT NOT NULL,
+    prompt TEXT NOT NULL,
+    config JSONB,
+    responses JSONB NOT NULL DEFAULT '[]',
+    models_used TEXT[],
+    created_at TIMESTAMPTZ DEFAULT NOW()
+);
+
+CREATE TABLE IF NOT EXISTS pipeline_runs (
+    id SERIAL PRIMARY KEY,
+    pipeline TEXT NOT NULL,
+    topic TEXT NOT NULL,
+    status TEXT DEFAULT 'running',
+    steps JSONB DEFAULT '[]',
+    result JSONB,
+    models_used TEXT[],
+    duration_ms INTEGER,
+    created_at TIMESTAMPTZ DEFAULT NOW(),
+    completed_at TIMESTAMPTZ
+);
+
+CREATE TABLE IF NOT EXISTS lab_experiments (
+    id SERIAL PRIMARY KEY,
+    name TEXT NOT NULL,
+    status TEXT DEFAULT 'idle',
+    objective TEXT,
+    metric TEXT DEFAULT 'quality',
+    eval_cases JSONB DEFAULT '[]',
+    mutable_config JSONB DEFAULT '{}',
+    best_config JSONB,
+    best_score FLOAT DEFAULT 0,
+    total_trials INTEGER DEFAULT 0,
+    improvements INTEGER DEFAULT 0,
+    models_pool TEXT[],
+    created_at TIMESTAMPTZ DEFAULT NOW()
+);
+
+CREATE TABLE IF NOT EXISTS lab_trials (
+    id SERIAL PRIMARY KEY,
+    experiment_id INTEGER REFERENCES lab_experiments(id) ON DELETE CASCADE,
+    trial_num INTEGER,
+    config_diff TEXT,
+    config_snapshot JSONB,
+    scores JSONB,
+    avg_score FLOAT,
+    improved BOOLEAN DEFAULT FALSE,
+    duration_ms INTEGER,
+    created_at TIMESTAMPTZ DEFAULT NOW()
+);