II.
StackProfile overview
Reference · livestack-profile:knowledge-graph-platform
Knowledge Graph Platform (Neo4j, Python, FastAPI, React, D3, Elasticsearch) overview
A knowledge graph platform combining Neo4j for graph storage and Cypher queries, Python with FastAPI for the ingestion and query API layer, Elasticsearch for full-text search over entity descriptions and metadata, and React with D3.js for interactive graph visualization in the browser. Pydantic validates incoming entity and relationship schemas. Targeted at enterprises building internal knowledge bases, research organizations mapping citation networks, and platform teams powering recommendation engines. The tradeoff is query performance at scale — deep graph traversals can become expensive without careful indexing, query planning, and denormalization of frequently accessed paths.
Attributes
displayName
Knowledge Graph Platform (Neo4j, Python, FastAPI, React, D3, Elasticsearch)
description
A knowledge graph platform combining Neo4j for graph storage and Cypher
queries, Python with FastAPI for the ingestion and query API layer,
Elasticsearch for full-text search over entity descriptions and metadata,
and React with D3.js for interactive graph visualization in the browser.
Pydantic validates incoming entity and relationship schemas. Targeted at
enterprises building internal knowledge bases, research organizations
mapping citation networks, and platform teams powering recommendation
engines. The tradeoff is query performance at scale — deep graph
traversals can become expensive without careful indexing, query planning,
and denormalization of frequently accessed paths.
composes
Outgoing edges
applies_to2
- domain:data-engineering·DomainData Engineering
- domain:knowledge-management·DomainKnowledge Management
composed_of8
- tool:neo4j·ToolNeo4j
- language:python·LanguagePython
- framework:fastapi·FrameworkFastAPI
- framework:react·FrameworkReact
- library:d3·LibraryD3.js
- tool:elasticsearch·ToolElasticsearch
- language:typescript·LanguageTypeScript
- library:pydantic·LibraryPydantic
follows_workflow2
- workflow:data-pipeline-deployment·WorkflowData Pipeline Deployment
- workflow:feature-development·Workflow
requires_skill_area5
- skill-area:graph-databases·SkillAreaGraph Databases
- skill-area:knowledge-graph-management·SkillAreaKnowledge Graph Management
- skill-area:search-indexing·SkillAreaSearch and Indexing
- skill-area:data-visualization·SkillAreaData Visualization
- skill-area:backend-api-design·SkillAreaBackend API Design
used_by_role3
- role:data-engineer·RoleData Engineer
- role:backend-engineer·RoleBackend Engineer
- role:research-scientist·RoleResearch Scientist
Incoming edges
None.