Janady13/complete-agi-core / seferim/seferim-autonomous-simple.sh

1#!/bin/bash 2# ============================================================================= 3# SEFERIM AUTONOMOUS LEARNER - MacBook 2 (Simple Version) 4# Works without jq or associative arrays 5# Uses unified learning storage shared with MB1 via iCloud 6# ============================================================================= 7 8LOG=~/.seferim/logs/learner.log 9LEARNED_DIR=~/.seferim/learned 10ICLOUD_LEARNED="$HOME/Library/Mobile Documents/com~apple~CloudDocs/AGI_Data/learned/macbook2" 11UA="SEFERIM-AGI/2.0" 12 13mkdir -p "$LEARNED_DIR" "$ICLOUD_LEARNED" ~/.seferim/logs 2>/dev/null 14 15# ============================================================================= 16# AVAILABLE SOURCES 17# ============================================================================= 18SOURCES="wikipedia arxiv semanticscholar pubmed github hackernews duckduckgo crossref openlibrary" 19 20# ============================================================================= 21# TOPIC POOLS 22# ============================================================================= 23TECH_TOPICS="machine_learning distributed_systems quantum_computing neural_networks cryptography compiler_design database_optimization kubernetes rust_programming WebAssembly" 24SCIENCE_TOPICS="neuroscience quantum_physics molecular_biology climate_science astrophysics genetics artificial_intelligence cognitive_science materials_science bioinformatics" 25PHILOSOPHY_TOPICS="consciousness epistemology philosophy_of_mind ethics metaphysics phenomenology decision_theory game_theory logic emergence" 26MATH_TOPICS="category_theory topology number_theory graph_theory probability linear_algebra calculus discrete_mathematics combinatorics optimization" 27 28# ============================================================================= 29# FETCH FUNCTIONS 30# ============================================================================= 31fetch_wikipedia() { 32 local topic=$(echo "$1" | sed 's/_/%20/g') 33 curl -s --max-time 10 "https://en.wikipedia.org/w/api.php?action=query&titles=$topic&prop=extracts&exintro=1&explaintext=1&format=json" \ 34 -H "User-Agent: $UA" 2>/dev/null | sed 's/.*"extract":"\([^"]*\)".*/\1/' | head -c 800 35} 36 37fetch_arxiv() { 38 local query=$(echo "$1" | sed 's/_/+/g') 39 local result=$(curl -s --max-time 15 "http://export.arxiv.org/api/query?search_query=all:$query&start=0&max_results=1" -H "User-Agent: $UA" 2>/dev/null) 40 local title=$(echo "$result" | sed -n 's/.*<title>\([^<]*\)<\/title>.*/\1/p' | head -2 | tail -1) 41 local summary=$(echo "$result" | sed -n 's/.*<summary>\([^<]*\)<\/summary>.*/\1/p' | head -1 | head -c 500) 42 echo "$title: $summary" 43} 44 45fetch_semanticscholar() { 46 local query=$(echo "$1" | sed 's/_/%20/g') 47 curl -s --max-time 10 "https://api.semanticscholar.org/graph/v1/paper/search?query=$query&limit=1&fields=title,abstract" \ 48 -H "User-Agent: $UA" 2>/dev/null | sed 's/.*"title":"\([^"]*\)".*"abstract":"\([^"]*\)".*/\1: \2/' | head -c 800 49} 50 51fetch_pubmed() { 52 local query=$(echo "$1" | sed 's/_/+/g') 53 local ids=$(curl -s --max-time 8 "https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esearch.fcgi?db=pubmed&term=$query&retmax=1&retmode=json" 2>/dev/null | sed 's/.*"idlist":\["\([^"]*\)".*/\1/') 54 if [ -n "$ids" ] && [ "$ids" != "null" ]; then 55 curl -s --max-time 8 "https://eutils.ncbi.nlm.nih.gov/entrez/eutils/esummary.fcgi?db=pubmed&id=$ids&retmode=json" 2>/dev/null | sed 's/.*"title":"\([^"]*\)".*/PubMed: \1/' | head -c 500 56 fi 57} 58 59fetch_github() { 60 local query=$(echo "$1" | sed 's/_/%20/g') 61 curl -s --max-time 10 "https://api.github.com/search/repositories?q=$query&sort=stars&per_page=1" \ 62 -H "User-Agent: $UA" 2>/dev/null | sed 's/.*"full_name":"\([^"]*\)".*"description":"\([^"]*\)".*"stargazers_count":\([0-9]*\).*/Repo: \1 (\3 stars): \2/' | head -c 500 63} 64 65fetch_hackernews() { 66 local story_id=$(curl -s --max-time 5 "https://hacker-news.firebaseio.com/v0/topstories.json" 2>/dev/null | sed 's/\[//' | sed 's/\]//' | tr ',' '\n' | sed -n "$((RANDOM % 30 + 1))p") 67 if [ -n "$story_id" ]; then 68 curl -s --max-time 5 "https://hacker-news.firebaseio.com/v0/item/$story_id.json" 2>/dev/null | sed 's/.*"title":"\([^"]*\)".*"url":"\([^"]*\)".*/HackerNews: \1 | \2/' 69 fi 70} 71 72fetch_duckduckgo() { 73 local query=$(echo "$1" | sed 's/_/+/g') 74 curl -s --max-time 8 "https://api.duckduckgo.com/?q=$query&format=json&no_html=1" \ 75 -H "User-Agent: $UA" 2>/dev/null | sed 's/.*"AbstractText":"\([^"]*\)".*/\1/' | head -c 500 76} 77 78fetch_crossref() { 79 local query=$(echo "$1" | sed 's/_/%20/g') 80 curl -s --max-time 10 "https://api.crossref.org/works?query=$query&rows=1" \ 81 -H "User-Agent: $UA" 2>/dev/null | sed 's/.*"title":\["\([^"]*\)"\].*"DOI":"\([^"]*\)".*/Paper: \1 (DOI: \2)/' | head -c 500 82} 83 84fetch_openlibrary() { 85 local query=$(echo "$1" | sed 's/_/+/g') 86 curl -s --max-time 10 "https://openlibrary.org/search.json?q=$query&limit=1" \ 87 -H "User-Agent: $UA" 2>/dev/null | sed 's/.*"title":"\([^"]*\)".*"author_name":\["\([^"]*\)"\].*/Book: \1 by \2/' | head -c 500 88} 89 90# ============================================================================= 91# AUTONOMOUS DECISION FUNCTIONS 92# ============================================================================= 93choose_random_from() { 94 local items="$1" 95 local count=$(echo "$items" | wc -w) 96 local idx=$((RANDOM % count + 1)) 97 echo "$items" | tr ' ' '\n' | sed -n "${idx}p" 98} 99 100choose_strategy() { 101 local strategies="EXPLORE DIVERSIFY BALANCE INTEGRATE" 102 choose_random_from "$strategies" 103} 104 105choose_source() { 106 choose_random_from "$SOURCES" 107} 108 109choose_topic() { 110 local strategy="$1" 111 case "$strategy" in 112 EXPLORE) choose_random_from "$TECH_TOPICS $SCIENCE_TOPICS" ;; 113 DIVERSIFY) choose_random_from "$PHILOSOPHY_TOPICS $MATH_TOPICS" ;; 114 INTEGRATE) choose_random_from "$SCIENCE_TOPICS $PHILOSOPHY_TOPICS" ;; 115 *) choose_random_from "$TECH_TOPICS $SCIENCE_TOPICS $PHILOSOPHY_TOPICS $MATH_TOPICS" ;; 116 esac 117} 118 119map_source_to_family() { 120 case "$1" in 121 arxiv|semanticscholar|pubmed|crossref) echo "mnemosyne" ;; 122 github|stackoverflow) echo "yad" ;; 123 hackernews) echo "hermes" ;; 124 openlibrary) echo "epona" ;; 125 *) echo "epona" ;; 126 esac 127} 128 129# ============================================================================= 130# PERSIST LEARNING 131# ============================================================================= 132persist() { 133 local content="$1" 134 local importance="${2:-0.8}" 135 136 # Use unified learning script (writes to shared iCloud storage) 137 ~/seferim/scripts/learn-persist-mb2.sh "$content" "$importance" 138} 139 140# ============================================================================= 141# MAIN LOOP 142# ============================================================================= 143echo "[SEFERIM-AUTO] Starting autonomous learning (simple version)" >> "$LOG" 144echo "[SEFERIM-AUTO] AGI chooses its own sources and topics" >> "$LOG" 145 146cycle=0 147while true; do 148 cycle=$((cycle + 1)) 149 echo "" >> "$LOG" 150 echo "[SEFERIM-AUTO] === Cycle $cycle - $(date +%H:%M:%S) ===" >> "$LOG" 151 152 # Autonomous Decision 1 153 STRATEGY=$(choose_strategy) 154 SOURCE=$(choose_source) 155 TOPIC=$(choose_topic "$STRATEGY") 156 FAMILY=$(map_source_to_family "$SOURCE") 157 158 echo "[SEFERIM-AUTO] Decision: $STRATEGY | $SOURCE | $TOPIC" >> "$LOG" 159 160 # Fetch content based on source 161 CONTENT="" 162 case "$SOURCE" in 163 wikipedia) CONTENT=$(fetch_wikipedia "$TOPIC") ;; 164 arxiv) CONTENT=$(fetch_arxiv "$TOPIC") ;; 165 semanticscholar) CONTENT=$(fetch_semanticscholar "$TOPIC") ;; 166 pubmed) CONTENT=$(fetch_pubmed "$TOPIC") ;; 167 github) CONTENT=$(fetch_github "$TOPIC") ;; 168 hackernews) CONTENT=$(fetch_hackernews) ;; 169 duckduckgo) CONTENT=$(fetch_duckduckgo "$TOPIC") ;; 170 crossref) CONTENT=$(fetch_crossref "$TOPIC") ;; 171 openlibrary) CONTENT=$(fetch_openlibrary "$TOPIC") ;; 172 esac 173 174 if [ -n "$CONTENT" ] && [ ${#CONTENT} -gt 30 ]; then 175 persist "[$FAMILY:$SOURCE] $TOPIC: $CONTENT" 0.85 176 echo "[SEFERIM-AUTO] Learned from $SOURCE: ${CONTENT:0:80}..." >> "$LOG" 177 else 178 echo "[SEFERIM-AUTO] No content from $SOURCE for $TOPIC" >> "$LOG" 179 fi 180 181 # Autonomous Decision 2 182 SOURCE2=$(choose_source) 183 TOPIC2=$(choose_topic "$STRATEGY") 184 FAMILY2=$(map_source_to_family "$SOURCE2") 185 186 CONTENT2="" 187 case "$SOURCE2" in 188 wikipedia) CONTENT2=$(fetch_wikipedia "$TOPIC2") ;; 189 arxiv) CONTENT2=$(fetch_arxiv "$TOPIC2") ;; 190 semanticscholar) CONTENT2=$(fetch_semanticscholar "$TOPIC2") ;; 191 pubmed) CONTENT2=$(fetch_pubmed "$TOPIC2") ;; 192 github) CONTENT2=$(fetch_github "$TOPIC2") ;; 193 hackernews) CONTENT2=$(fetch_hackernews) ;; 194 duckduckgo) CONTENT2=$(fetch_duckduckgo "$TOPIC2") ;; 195 crossref) CONTENT2=$(fetch_crossref "$TOPIC2") ;; 196 openlibrary) CONTENT2=$(fetch_openlibrary "$TOPIC2") ;; 197 esac 198 199 if [ -n "$CONTENT2" ] && [ ${#CONTENT2} -gt 30 ]; then 200 persist "[$FAMILY2:$SOURCE2] $TOPIC2: $CONTENT2" 0.85 201 echo "[SEFERIM-AUTO] Learned from $SOURCE2: ${CONTENT2:0:80}..." >> "$LOG" 202 fi 203 204 # Always check HackerNews 205 HN=$(fetch_hackernews) 206 if [ -n "$HN" ] && [ ${#HN} -gt 20 ]; then 207 persist "[hermes:hackernews] $HN" 0.8 208 echo "[SEFERIM-AUTO] HackerNews: ${HN:0:60}..." >> "$LOG" 209 fi 210 211 echo "[SEFERIM-AUTO] Cycle $cycle complete" >> "$LOG" 212 sleep 45 213done 214