feat(06-01): Exercise recommendations API endpoint + frontend components (coach-assisted suggestions)

This commit is contained in:
2026-03-03 03:54:12 +01:00
parent f580fa81a6
commit fbba2d894d
12 changed files with 1313 additions and 93 deletions
+2
View File
@@ -4,6 +4,7 @@ const { Pool } = require('pg');
const bcrypt = require('bcryptjs');
const jwt = require('jsonwebtoken');
const { createExerciseResearchRouter } = require('./routes/exerciseResearch');
const { createExerciseRecommendationRouter } = require('./routes/exerciseRecommendations');
const { searchExerciseResearch } = require('./services/exaSearch');
const app = express();
@@ -21,6 +22,7 @@ const pool = new Pool({
app.use(cors());
app.use(express.json());
app.use('/api/exercises', createExerciseResearchRouter({ pool, exaSearch: searchExerciseResearch }));
app.use('/api/exercises', createExerciseRecommendationRouter());
const authMiddleware = (req, res, next) => {
const token = req.headers.authorization?.split(' ')[1];
@@ -0,0 +1,407 @@
const express = require('express');
const exercisesData = require('../../../agents/coach/exercises.json');
const OLLAMA_URL = process.env.OLLAMA_URL || 'http://localhost:11434';
const OLLAMA_MODEL = process.env.OLLAMA_MODEL || 'deepseek-v3.2:cloud';
const GEMINI_API_KEY = process.env.GOOGLE_API_KEY;
const OPENROUTER_API_KEY = process.env.OPENROUTER_API_KEY;
const OPENROUTER_BASE_URL = process.env.OPENROUTER_BASE_URL || 'https://openrouter.ai/api/v1';
const VALID_FITNESS_LEVELS = ['beginner', 'intermediate', 'advanced'];
const VALID_GOALS = ['strength', 'hypertrophy', 'fat_loss', 'endurance', 'mobility', 'general_fitness'];
const difficultyRank = {
beginner: 1,
intermediate: 2,
advanced: 3
};
const normalizeGoals = (goals) => {
if (!goals) return [];
if (Array.isArray(goals)) {
return goals.map((goal) => String(goal).trim()).filter(Boolean);
}
if (typeof goals === 'string') {
return goals.split(',').map((goal) => goal.trim()).filter(Boolean);
}
return [];
};
const normalizeList = (value) => {
if (!value) return [];
if (Array.isArray(value)) {
return value.map((item) => String(item).trim()).filter(Boolean);
}
if (typeof value === 'string') {
return value.split(',').map((item) => item.trim()).filter(Boolean);
}
return [];
};
const validatePayload = (payload) => {
const errors = [];
const fitnessLevel = payload?.fitness_level;
const goals = normalizeGoals(payload?.goals);
const availableTime = Number(payload?.available_time);
if (!fitnessLevel || typeof fitnessLevel !== 'string' || !VALID_FITNESS_LEVELS.includes(fitnessLevel)) {
errors.push('fitness_level is required and must be beginner, intermediate, or advanced');
}
if (!goals.length) {
errors.push('goals is required and must be a non-empty array or comma-separated string');
} else {
const invalidGoals = goals.filter((goal) => !VALID_GOALS.includes(goal));
if (invalidGoals.length) {
errors.push(`goals contains invalid values: ${invalidGoals.join(', ')}`);
}
}
if (!Number.isFinite(availableTime) || availableTime <= 0) {
errors.push('available_time is required and must be a positive number (minutes)');
}
return { errors, goals, availableTime };
};
const buildPrompt = ({ fitnessLevel, goals, availableTime, equipment, focusMuscles, limit, exercises }) => {
const coachPersona = `Du är Coach, en erfaren styrke- och konditionscoach (15+ års erfarenhet).\n` +
`- Direkt och tydlig, inga fluff.\n- Anpassar språk efter nivå.\n- Prioritera säkerhet.\n- Ge alltid alternativ.\n` +
`Svara på svenska.`;
const requestContext = {
fitness_level: fitnessLevel,
goals,
available_time_minutes: availableTime,
equipment,
focus_muscles: focusMuscles,
limit
};
const exerciseCatalog = exercises.map((exercise) => ({
id: exercise.id,
name: exercise.name,
name_en: exercise.name_en,
category: exercise.category,
primary_muscles: exercise.primary_muscles,
secondary_muscles: exercise.secondary_muscles,
equipment: exercise.equipment,
difficulty: exercise.difficulty,
alternatives: exercise.alternatives
}));
return `${coachPersona}\n\n` +
`Uppgift: Rekommendera övningar för användaren baserat på kontexten nedan.\n` +
`- Välj endast från katalogen.\n- Anpassa set/reps/rest till mål och nivå.\n- Motivera kort varför varje övning passar.\n- Svara med exakt JSON enligt schema.\n\n` +
`KONTEKST:\n${JSON.stringify(requestContext)}\n\n` +
`KATALOG:\n${JSON.stringify(exerciseCatalog)}\n\n` +
`SCHEMA:\n` +
`{"recommendations":[{"id":"","sets":0,"reps":"","rest_seconds":0,"reason":"","alternatives":[]}],"notes":""}`;
};
const extractJsonPayload = (text) => {
if (!text || typeof text !== 'string') {
throw new Error('No response text to parse');
}
const start = text.indexOf('{');
const end = text.lastIndexOf('}');
if (start === -1 || end === -1 || end <= start) {
throw new Error('No JSON object found in response');
}
const jsonString = text.slice(start, end + 1);
return JSON.parse(jsonString);
};
const parseRecommendations = (payload, exerciseMap) => {
if (!payload || !Array.isArray(payload.recommendations)) {
throw new Error('Invalid recommendations payload');
}
const recommendations = payload.recommendations
.map((rec) => {
const exercise = exerciseMap.get(rec.id);
if (!exercise) return null;
return {
id: exercise.id,
name: exercise.name,
name_en: exercise.name_en,
sets: Number(rec.sets) || 3,
reps: rec.reps || '8-12',
rest_seconds: Number(rec.rest_seconds) || 90,
reason: rec.reason || 'Bra match för ditt mål och din nivå.',
alternatives: Array.isArray(rec.alternatives) && rec.alternatives.length
? rec.alternatives
: exercise.alternatives || []
};
})
.filter(Boolean);
if (!recommendations.length) {
throw new Error('No valid recommendations after parsing');
}
return {
recommendations,
notes: payload.notes || ''
};
};
const buildHeuristicRecommendations = ({ fitnessLevel, goals, availableTime, equipment, focusMuscles, limit }) => {
const maxDifficulty = difficultyRank[fitnessLevel] || 2;
const equipmentSet = new Set((equipment || []).map((item) => item.toLowerCase()));
const focusSet = new Set((focusMuscles || []).map((item) => item.toLowerCase()));
const goalWeights = {
strength: { compound: 3, isolation: 1 },
hypertrophy: { compound: 2, isolation: 2 },
fat_loss: { compound: 2, isolation: 1 },
endurance: { compound: 1, isolation: 2 },
mobility: { compound: 1, isolation: 2 },
general_fitness: { compound: 2, isolation: 1 }
};
const filteredExercises = exercisesData.exercises.filter((exercise) => {
const diffOk = (difficultyRank[exercise.difficulty] || 2) <= maxDifficulty;
if (!diffOk) return false;
if (equipmentSet.size === 0) return true;
if (!exercise.equipment || exercise.equipment.length === 0) return true;
return exercise.equipment.some((item) => equipmentSet.has(item.toLowerCase()));
});
const exercises = filteredExercises.length ? filteredExercises : exercisesData.exercises;
const scored = exercises.map((exercise) => {
let score = 0;
goals.forEach((goal) => {
const weights = goalWeights[goal] || goalWeights.general_fitness;
score += weights[exercise.category] || 0;
});
if (focusSet.size) {
if (exercise.primary_muscles?.some((muscle) => focusSet.has(muscle.toLowerCase()))) {
score += 3;
} else if (exercise.secondary_muscles?.some((muscle) => focusSet.has(muscle.toLowerCase()))) {
score += 1;
}
}
if (!exercise.equipment || exercise.equipment.length === 0) {
score += 1;
}
return { exercise, score };
});
scored.sort((a, b) => b.score - a.score);
const timeBasedLimit = availableTime <= 20
? 3
: availableTime <= 35
? 4
: availableTime <= 50
? 6
: 8;
const finalLimit = Math.min(limit || timeBasedLimit, 10);
const selected = scored.slice(0, finalLimit);
return selected.map(({ exercise }) => ({
id: exercise.id,
name: exercise.name,
name_en: exercise.name_en,
sets: exercise.category === 'compound' ? 4 : 3,
reps: goals.includes('strength') ? '4-6' : '8-12',
rest_seconds: exercise.category === 'compound' ? 120 : 60,
reason: `Passar ${goals.join(', ')} med fokus på ${exercise.primary_muscles.join(', ')}.`,
alternatives: exercise.alternatives || []
}));
};
const extractProviderText = (provider, data) => {
if (provider === 'ollama') {
return data?.response || '';
}
if (provider === 'gemini') {
return data?.candidates?.[0]?.content?.parts?.[0]?.text || '';
}
if (provider === 'openrouter') {
return data?.choices?.[0]?.message?.content || '';
}
return '';
};
const generateRecommendationsWithFallback = async ({ prompt }) => {
if (typeof fetch !== 'function') {
throw new Error('Fetch API not available in this runtime');
}
// Tier 1: Ollama
try {
console.log(`📍 [Recommend] Tier 1: Ollama (${OLLAMA_MODEL})`);
const response = await fetch(`${OLLAMA_URL}/api/generate`, {
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({
model: OLLAMA_MODEL,
prompt,
stream: false,
temperature: 0.6
}),
timeout: 30000
});
if (response.ok) {
const data = await response.json();
console.log('✅ [Recommend] Ollama success');
return { provider: 'ollama', data };
}
console.warn(`⚠️ [Recommend] Ollama error: ${response.status}`);
} catch (err) {
console.warn(`⚠️ [Recommend] Ollama failed: ${err.message}`);
}
// Tier 2: Gemini
if (GEMINI_API_KEY) {
try {
console.log('📍 [Recommend] Tier 2: Gemini');
const response = await fetch(
`https://generativelanguage.googleapis.com/v1/models/gemini-pro:generateContent?key=${GEMINI_API_KEY}`,
{
method: 'POST',
headers: { 'Content-Type': 'application/json' },
body: JSON.stringify({
contents: [{ parts: [{ text: prompt }] }],
generationConfig: { temperature: 0.6 }
})
}
);
if (response.ok) {
const data = await response.json();
console.log('✅ [Recommend] Gemini success');
return { provider: 'gemini', data };
}
if (response.status === 429 || response.status === 403) {
console.warn('⚠️ [Recommend] Gemini quota exceeded');
} else {
console.warn(`⚠️ [Recommend] Gemini error: ${response.status}`);
}
} catch (err) {
console.warn(`⚠️ [Recommend] Gemini failed: ${err.message}`);
}
}
// Tier 3: OpenRouter
if (OPENROUTER_API_KEY) {
try {
console.log('📍 [Recommend] Tier 3: OpenRouter');
const response = await fetch(`${OPENROUTER_BASE_URL}/chat/completions`, {
method: 'POST',
headers: {
'Authorization': `Bearer ${OPENROUTER_API_KEY}`,
'Content-Type': 'application/json',
'HTTP-Referer': 'https://gravl.app'
},
body: JSON.stringify({
model: 'openai/gpt-4',
messages: [{ role: 'user', content: prompt }],
temperature: 0.6,
max_tokens: 1200
})
});
if (response.ok) {
const data = await response.json();
console.log('✅ [Recommend] OpenRouter success');
return { provider: 'openrouter', data };
}
console.warn(`⚠️ [Recommend] OpenRouter error: ${response.status}`);
} catch (err) {
console.warn(`⚠️ [Recommend] OpenRouter failed: ${err.message}`);
}
}
throw new Error('All recommendation providers failed (Ollama → Gemini → OpenRouter)');
};
const createExerciseRecommendationRouter = () => {
const router = express.Router();
const exerciseMap = new Map(exercisesData.exercises.map((exercise) => [exercise.id, exercise]));
/**
* POST /api/exercises/recommend
* Request body:
* {
* "fitness_level": "beginner" | "intermediate" | "advanced",
* "goals": ["strength" | "hypertrophy" | "fat_loss" | "endurance" | "mobility" | "general_fitness"],
* "available_time": 30,
* "equipment": ["barbell", "dumbbells"],
* "focus_muscles": ["chest", "back"],
* "limit": 6
* }
*/
router.post('/recommend', async (req, res) => {
const { errors, goals, availableTime } = validatePayload(req.body);
if (errors.length) {
return res.status(400).json({ error: 'Validation failed', details: errors });
}
const fitnessLevel = req.body.fitness_level;
const equipment = normalizeList(req.body.equipment);
const focusMuscles = normalizeList(req.body.focus_muscles);
const limit = Number.isFinite(Number(req.body.limit)) ? Math.min(Number(req.body.limit), 10) : null;
const prompt = buildPrompt({
fitnessLevel,
goals,
availableTime,
equipment,
focusMuscles,
limit,
exercises: exercisesData.exercises
});
try {
const { provider, data } = await generateRecommendationsWithFallback({ prompt });
const text = extractProviderText(provider, data);
const parsedPayload = extractJsonPayload(text);
const aiRecommendations = parseRecommendations(parsedPayload, exerciseMap);
return res.json({
recommendations: aiRecommendations.recommendations,
notes: aiRecommendations.notes,
provider,
status: 'success'
});
} catch (err) {
console.warn(`⚠️ [Recommend] Falling back to heuristic recommendations: ${err.message}`);
const fallbackRecommendations = buildHeuristicRecommendations({
fitnessLevel,
goals,
availableTime,
equipment,
focusMuscles,
limit
});
return res.json({
recommendations: fallbackRecommendations,
notes: 'Fallback recommendations generated without AI provider.',
provider: 'fallback',
status: 'degraded'
});
}
});
return router;
};
module.exports = {
createExerciseRecommendationRouter
};