Products
Infrastructure for building autonomous AI systems. All packages available on npm under the @luciformresearch scope.
RagForge
@luciformresearch/ragforgeAI agent framework with a persistent local knowledge base for code, documentation, and web content. Enables AI assistants like Claude to maintain searchable context across multiple projects.
Features
Persistent Brain
Neo4j-powered knowledge graph stored locally at ~/.ragforge
Daemon Architecture
Activates on demand with file watching and incremental ingestion
Universal Ingestion
Code, documents (PDF, DOCX), media (glTF, images), web pages
Semantic Search
Vector embeddings via Gemini for intelligent retrieval
MCP Integration
Works with Claude Desktop and MCP-compatible clients
ResearchAgent
Autonomous codebase exploration with structured queries
Packages
@luciformresearch/ragforgeCore library
@luciformresearch/ragforge-cliCLI & MCP server
@luciformresearch/ragforge-studioDesktop app (Electron)
CodeParsers
@luciformresearch/codeparsersUnified code parsing library using tree-sitter WASM bindings. Works in both Node.js and browser environments with a consistent API across all supported languages.
Supported Languages
Features
- ▹Tree-sitter Based — Robust, production-ready parsing with WASM bindings
- ▹Consistent API — Same interface across all parsers
- ▹Scope Extraction — Functions, classes, imports, decorators, references
- ▹Browser Compatible — ESM-only modules with bundled WASM grammars
- ▹Dependency Graph — Cross-file dependency extraction for codebase analysis
XMLParser
@luciformresearch/xmlparserTypeScript XML parser designed for AI pipelines. Excels at parsing LLM-generated XML with permissive mode error recovery while maintaining strict validation for production.
Features
- ▹Permissive Mode — Robust error recovery for malformed LLM outputs with configurable recovery caps
- ▹Streaming SAX API — Parse large inputs incrementally as they arrive
- ▹Namespace Support — xmlns mapping with namespace-aware queries (findByNS, findAllByNS)
- ▹Security Focused — Depth limits, text-length limits, entity expansion guards
- ▹Dual Build — ESM/CJS with TypeScript definitions included