ladybugdb

GraphRAG, RAG, LlamaIndex, LangChain, 15 Prop Graph, 4 RDF, 10 Vector, 3 Search DBs. 14 data srcs, auto sync, Alfresco, Nuxeo, SharePoint, Box, CMIS, S3,GCS,Azure, web. KG auto-bld, Ontologies, 13 LLM providers, Docling, LlamaParse, LiteParse, Hybrid Search, AI Chat. TypeScript React, Vue, Angular, Python, REST, MCP, OpenArch, Langflow, CocoIndex.

AI-native financial intelligence platform for accounting, financial reporting, and investment management. Models your ledger, reports, and portfolios as a knowledge graph that AI agents can query and operate. Fork-ready: GitHub Actions CI/CD deploys the CloudFormation infrastructure to your own AWS account.

A local MCP server for cross-repository semantic code intelligence in TypeScript and Go, backed by a persistent LadybugDB graph.

CLI + MCP for agent context: a task layer over TickTick, Notion, GitHub, Obsidian & more (RRF retrieval, provenance, reviewed writes, undo) plus a knowledge-graph layer — ats kg: facts from any source, human-ratified. Recommended engines: Graphiti (server), LadybugDB (embedded).

Benchmark suite for graph databases. Built to compare Grafeo with Neo4j, Memgraph, ArangoDB, FalkorDB, Nebula Graph and LadybugDB.

A rag + rag-graph native code intelligence layer for Java microservice estates, exposed to LLM agents via CLI

A second brain in 3D: local-first hybrid graph-RAG. Flat vector search → graph traversal. Embedded DuckDB + LadybugDB, Ollama, NetworkX. Makes small local models punch above their weight via context efficiency.

Visual Object-Role Modeling (ORM 2) for VS Code: draw conceptual schemas, verbalize them in FORML, validate them, and map them to relational or LadybugDB property graph schemas.

Thin Rust knowledge-graph service over LadybugDB. Logical successor to the Python graphiti fork.

Shared long-term memory as a knowledge-graph MCP server — persistent context, preferences and project knowledge for Claude Code, opencode and any MCP-capable AI agent.

local-first temporal knowledge graph

Interactive graph visualization for Python notebooks.

LLM First Graph RAG

nodejs bindings for ladybugdb

Fact evidence-first brain with property graph + hybrid RAG. Search is deduction. ETL included.

WASM shell for LadybugDB

Git mirror for the Ruby binding for the LadybugDB embedded graph database

PHP client for LadybugDB (embedded graph database) — native extension and FFI connectors behind one API

Flexible GraphRAG extension for Angular ADF Alfresco Content App (ACA) : AI context: 15 Property Graph, 4 RDF, 10 Vector, OpenSearch, Elasticsearch DBs. 14 data sources, 10 auto sync: Alfresco, Nuxeo, SharePoint, Box, S3, GCS, Azure Blob. KG auto-building, Ontologies, many LLMs, Docling, LlamaParse, LiteParse, GraphRAG, RAG, Hybrid Search, AI Chat

Flexible GraphRAG Angular App for Nuxeo Web UI : AI context: 15 Property Graph, 4 RDF, 10 Vector, OpenSearch, Elasticsearch DBs. 14 data sources, 10 auto sync: Alfresco, Nuxeo, SharePoint, Box, S3, GCS, Azure Blob. KG auto-building, Ontologies, many LLMs, Docling, LlamaParse, LiteParse, GraphRAG, RAG, Hybrid Search, AI Chat