Knowledge Graphs
Aho-Corasick automata build semantic graphs from your documents, enabling concept-level search across all your knowledge.
Observations
Privacy-First
Everything runs locally. No cloud dependency, no data exfiltration. Your knowledge stays on your device.
Multi-Source Search
Confluence, Jira, Discourse, email, local files, Quickwit -- one query, all your sources, ranked by relevance.
Role Profiles
Each role has its own knowledge graph, haystacks, and relevance function. Switch contexts instantly.
MCP Integration
Model Context Protocol server exposes autocomplete, text matching, and graph connectivity as AI tools.
Firecracker VMs
Secure command execution in microVMs. Sub-2-second boot. Sandbox untrusted code without overhead.
Desktop Application
Native app built with Svelte, TypeScript, and Tauri. Real-time search, graph visualisation, and config management.
LLM Support
OpenRouter and Ollama integration for summarisation, chat completion, and intelligent descriptions.
29
Crates
6
Haystacks
5
Relevance Fns
<2s
VM Boot
200KB
WASM
System Map
- terraphim_service Main service layer -- search, document management, AI integration
- terraphim_middleware Haystack indexing, document processing, search orchestration
- terraphim_rolegraph Knowledge graph with node/edge relationships and thesaurus
- terraphim_automata Text matching, autocomplete, thesaurus building, WASM support
- terraphim_persistence Multi-backend storage with cache warm-up (memory, dashmap, SQLite, S3)
- terraphim_mcp_server MCP server for AI tool integration (stdio, SSE, HTTP transports)
- terraphim_tui Terminal UI with interactive REPL, search, chat, and VM management
- haystack_* Atlassian, Discourse, JMAP, and core haystack abstractions
Mission Control
Observatory Terminal
# Clone and build
git clone https://github.com/terraphim/terraphim-ai
cd terraphim-ai
cargo build --release
# Start the server
cargo run --release -- --config terraphim_engineer_config.json
# Start the desktop frontend
cd desktop && yarn install && yarn dev
# Or launch the TUI
cargo build -p terraphim_tui --features repl-full --release
./target/release/terraphim-agent
MCP Server
# Start MCP for AI tool integration
cd crates/terraphim_mcp_server
./start_local_dev.sh
# Tools: autocomplete_terms, find_matches,
# replace_matches, load_thesaurus,
# is_all_terms_connected_by_pathBegin Observation
Point your telescope at the source. Privacy-first, local-first, yours.