Going Meta – Ep 27: Building a Reflection Agent with LangGraph
Play video on YouTube: Going Meta – Ep 27: Building a Reflection Agent with LangGraph
Next · Season 2 · Episode 1
Using Ontologies to Guide Knowledge Graph Creation from Unstructured Data
- 1Meta : Cypher and SPARQL side by side
- 2Meta – : Semantic search: A worked example
- 3meta – : Controling the shape of your graph with SHACL
- 4meta – : Ontology based reasoning 101
- 5meta – : Ontology-driven Knowledge Graph construction
- 6meta – : Ontology learning from graph data
- 7meta – : Generating natural language from your knowledge graph by annotating ontologies
- 8meta – : Common RDF Integration Patterns
- 9Meta – : Unsupervised KG construction. Graph Observability
- 10Meta – : SPARQL based integrations… and managing graph expectations
- 11Meta – : Better Graph Data Quality with Graph Expectations
- 12Meta – : Importing RDF data into Aura with Python + RDFLib
- 13Meta – : Creating (and RDF-izing) virtual graphs over external data
- 14Meta – : Taxonomy reconciliation
- 15Meta – : Building a Semantic Data App with Streamlit
- 16Meta – : Semantic Similarity Metrics in Taxonomies
- 17Meta – : RDF-ing between OpenAI and Neo4j
- 18Meta – : Easy Full-Graph Migrations from Triple Stores to Neo4j
- 19Meta : Ontology Versioning in Neo4j
- 20Meta – : A Recap
- 21Meta – : Vector-based Semantic Search and Graph-based Semantic Search
- 22Meta – : RAG with Knowledge Graphs
- 23Meta – : Advanced RAG patterns with Knowledge Graphs
- 24Meta – : KG+LLMs: Ontology driven RAG patterns
- 25Meta – : LLMs for Automated KG Construction
- 26Meta – : Unpicking the data.world Benchmark on the Role of KGs in LLM QA
- 27Meta – : Building a Reflection Agent with LangGraph
Episode 27 of Going Meta – a series on graphs, semantics and knowledge
Links
GenAI Ecosystem: ttps://bit.ly/4cpAY6D
Resources mentioned
- Jesús Barrasa (opens in a new tab)
- Repository (opens in a new tab)
- Knowledge Graph Book (opens in a new tab)
- Previous Episodes
- Is RAG dead? (opens in a new tab)
- What’s next for AI agentic workflows (Andrew Ng) (opens in a new tab)
- Reflection Agents (opens in a new tab)
- LangGraph (opens in a new tab)
- Supply Chain Dataset (opens in a new tab)
- Crime Dataset (opens in a new tab)
- Dataflow BigQuery
GenAI & GraphRAGKnowledge graphs
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