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Neo4j Developer Blog
Developer Content around Graph Databases, Neo4j, Cypher, Data Science, Graph Analytics, GraphQL and more.
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Tomaz Bratanic
in
Neo4j Developer Blog
Jul 9
Implementing ‘From Local to Global’ GraphRAG with Neo4j and LangChain: Constructing the Graph
Combine text extraction, network analysis, and LLM prompting and summarization for improved RAG accuracy
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685
9 responses
Tomaz Bratanic
in
Neo4j Developer Blog
Mar 30
Enhancing the Accuracy of RAG Applications With Knowledge Graphs
A practical guide to constructing…
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698
7 responses
Tomaz Bratanic
in
Neo4j Developer Blog
Feb 28
JSON-based Agents With Ollama & LangChain
Learn to implement a Mixtral agent that interacts with a…
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723
3 responses
Tomaz Bratanic
in
Neo4j Developer Blog
Oct 18, 2023
Neo4j x LangChain: Deep Dive Into the New Vector Index Implementation
Learn how to customize…
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128
Tomaz Bratanic
in
Neo4j Developer Blog
Oct 18, 2023
Using a Knowledge Graph to Implement a DevOps RAG Application
Leveraging knowledge graphs to power…
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302
2 responses
Tomaz Bratanic
in
Neo4j Developer Blog
Nov 17, 2023
Implementing Advanced Retrieval RAG Strategies With Neo4j
Go beyond typical RAG strategies
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490
2 responses
Tomaz Bratanic
in
Neo4j Developer Blog
Aug 31, 2023
LangChain Library Adds Full Support for Neo4j Vector Index
Streamlining data ingestion and querying in…
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344
7 responses
Tomaz Bratanic
in
Neo4j Developer Blog
Jul 12, 2023
Knowledge Graphs & LLMs: Real-Time Graph Analytics
Understanding data points through the context of…
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367
1 response
Tomaz Bratanic
in
Neo4j Developer Blog
Jun 14, 2023
Knowledge Graphs & LLMs: Multi-Hop Question Answering
Retrieve information that spans across multiple…
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702
5 responses
Tomaz Bratanic
in
Neo4j Developer Blog
Jun 6, 2023
Knowledge Graphs & LLMs: Fine-Tuning vs. Retrieval-Augmented Generation
What the limitations of LLMs are and how to overcome them
Many organizations are considering LLMs for business use cases like answering…
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747
7 responses