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Agent-to-agent P2P file sharing with semantic search using BitTorrent and vector embeddings
デフォルトでは、最初にソースを確認する Prompt が選択されています。直接コマンドに切り替えるか、ローカルコピーをダウンロードすることもできます。
インストールを決める前に、SKILL.md と SkillsMP に表示されている付属ファイルをお読みください。
Codex または Claude でインストール この Prompt をコピーして Codex、Claude、または他のアシスタントに貼り付けると、Skill ページを確認してインストールできます。
直接コマンドでは確認用 Prompt が省略されます。実行前にソースを確認してください。
npx skills add https://github.com/duclm1x1/Dive-Ai --skill synapseコマンドは1行のまま表示されます。コピー前に横へスクロールして全体を確認してください。
ローカルで確認しますか？SkillsMP が現在取得できるファイルをダウンロードできます。
Persistent memory system for AI agents following Model Context Protocol (MCP). Use for storing long-term memories across sessions, semantic search of past knowledge, building knowledge graphs, auto-injecting context, deduplicating memories, syncing to cloud storage. Essential for agents that need to remember decisions, solutions, preferences, and learned patterns over time.
Persistent memory system for AI agents following Model Context Protocol (MCP). Use for storing long-term memories across sessions, semantic search of past knowledge, building knowledge graphs, auto-injecting context, deduplicating memories, syncing to cloud storage. Essential for agents that need to remember decisions, solutions, preferences, and learned patterns over time.
Master REST and GraphQL API design principles to build intuitive, scalable, and maintainable APIs that delight developers. Use when designing new APIs, reviewing API specifications, or establishing API design standards.
SKILL.md を表示中
SOC 職業分類に基づく
| name | synapse |
| description | Agent-to-agent P2P file sharing with semantic search using BitTorrent and vector embeddings |
| bins | ["uv"] |
| os | ["darwin","linux"] |
| version | 0.2.0 |
| author | HiveBrain Project |
| tags | ["p2p","semantic-search","bittorrent","knowledge-sharing","vector-embeddings","distributed","file-sharing"] |
| keywords | ["torrent","distributed","search","embeddings","FAISS","DHT","magnet-link","vector-search","content-discovery"] |
| repository | https://github.com/Pendzoncymisio/Synapse |
P2P file sharing with semantic search. Share any file, find it by content similarity.
For features and architecture, see README.md.
# 1. Install uv
curl -LsSf https://astral.sh/uv/install.sh | sh
# 2. Navigate to Synapse directory
cd /path/to/HiveBrain/Synapse
# 3. Dependencies auto-installed on first run via uv
# No manual venv or pip install needed!
# 4. Verify installation
uv run python client.py --help
Note: Always use
uv run pythoninstead ofpython3. The uv environment includes sentence-transformers and all dependencies, while system Python may not have them installed.
# Start seeder daemon (runs in background)
uv run python client.py seeder start
# Check status
uv run python client.py seeder status
# Stop daemon
uv run python client.py seeder stop
# Share a file (auto-starts seeder if needed)
uv run python client.py share /path/to/file.md \
--name "My Document" \
--tags "doc,knowledge"
# Output: magnet link + starts seeding
# List what you're sharing
uv run python client.py list-shared
# Stop sharing a specific file
uv run python client.py unshare <info_hash>
# Search by content similarity
uv run python client.py search \
--query "kubernetes deployment guide" \
-- 10
# Download using magnet link from search results
uv run python client.py download \
--magnet "magnet:?xt=urn:btih:..." \
--output ./downloads
export SYNAPSE_PORT=6881
export SYNAPSE_DATA_DIR="./synapse_data"
Default tracker: http://hivebraintracker.com:8080
To use custom trackers:
uv run python client.py share file.txt --trackers "http://tracker1.com,http://tracker2.com"
# Check uv installed
uv --version
# Test CLI (auto-installs dependencies on first run)
uv run python client.py --help
# Test seeder
uv run python client.py seeder status
Issue: ModuleNotFoundError: No module named 'libtorrent'
uv pip install libtorrentIssue: sentence-transformers not found error
uv run python instead of python3. System Python doesn't have the dependencies.source .venv/bin/activate && python client.py ...Issue: Port 6881 already in use
export SYNAPSE_PORT=6882Issue: Seeder daemon won't start
cat ~/.openclaw/seeder.logIssue: Search returns 0 results
share - Share a file with semantic search
unshare - Stop sharing a file
list-shared - List currently shared files
seeder - Control seeder daemon (start/stop/status/restart)
search - Search network by content
download - Download file from magnet link
generate-magnet - (legacy) Generate magnet without daemon
setup-identity - Generate ML-DSA-87 identity
http://hivebraintracker.com:8080/api/stats