Knowledge Graph
9 articles
Building and querying knowledge graphs from unstructured sources.
Turn Podcasts into a Knowledge Graph with LLM and CocoIndex
Build a pipeline that turns YouTube podcasts into a knowledge graph: extract speakers, statements, and entities with an LLM, then dedupe them with embeddings.
CocoIndex Changelog 0.3.11 - 0.3.26
CocoIndex updates: production-ready resilience, a structured error system, expanded integrations, and always-fresh context for agents.
A knowledge graph from meeting notes that auto-updates
Build a self-updating Neo4j knowledge graph from meeting notes with CocoIndex v1: LLM-extracted decisions, tasks, and owners, with embedding-based dedupe.
CocoIndex Changelog 2025-07-07
CocoIndex updates: in-process setup/drop API, EmbedText building block, SplitRecursively improvements, union/NumPy types, and the Kuzu graph target.
CocoIndex + Kuzu: Real-time knowledge graph with Kuzu
Build a real-time knowledge graph with Kuzu as a native CocoIndex target: incremental updates, high-performance graph queries.
Build a product recommendation engine with LLM + Neo4j
An LLM extracts each product's taxonomy and complements; CocoIndex turns the labels into a Neo4j knowledge graph that answers 'bought this, also need…'.
CocoIndex Changelog 2025-04-30
CocoIndex updates: knowledge graph support, Qdrant and Supabase targets, KTable and LTable data types, additional LLM providers, and more.
Build Real-Time Knowledge Graph For Documents with LLM
Build a Neo4j knowledge graph from Markdown documents with an LLM. CocoIndex updates the extracted relationships as documents change.
CocoIndex - A Data Indexing Platform for AI Applications
CocoIndex is a data indexing platform for AI: ingestion, chunking, embedding, and pipeline management for RAG, semantic search, and knowledge graphs.