Tomaz BratanicinNeo4j Developer BlogCustomizing Property Graph Index in LlamaIndexEntity deduplication and custom retrieval methods to increase GraphRAG accuracy5d ago5d ago
Tomaz BratanicinNeo4j Developer BlogGraph-based Metadata Filtering for Improving Vector Search in RAG ApplicationsOptimizing vector retrieval with advanced graph-based metadata techniques using LangChain and Neo4j.Apr 291Apr 291
Tomaz BratanicinNeo4j Developer BlogEnhancing the Accuracy of RAG Applications With Knowledge GraphsA practical guide to constructing and retrieving information from knowledge graphs in RAG applications with Neo4j and LangChainMar 306Mar 306
Tomaz BratanicinNeo4j Developer BlogJSON-based Agents With Ollama & LangChainLearn to implement a Mixtral agent that interacts with a graph database Neo4j through a semantic layerFeb 283Feb 283
Tomaz BratanicCrowdsourcing Text2Cypher datasetContribute to the development of a text2cypher dataset for evaluation and fine-tuning of LLMsJan 256Jan 256
Tomaz BratanicinTowards Data ScienceEvaluating LLMs in Cypher Statement GenerationStep-by-step tutorial for assessing the accuracy of generated Cypher StatementsJan 191Jan 191
Tomaz BratanicinTowards Data ScienceEnhancing Interaction between Language Models and Graph Databases via a Semantic LayerProvide an LLM agent with a suite of robust tools it can use to interact with a graph databaseJan 188Jan 188
Tomaz BratanicinLlamaIndex BlogMultimodal RAG pipeline with LlamaIndex and Neo4jRetrieve and combine information from text and images to generate an accurate response with multimodal LLMsDec 18, 20236Dec 18, 20236
Tomaz BratanicinNeo4j Developer BlogImplementing Advanced Retrieval RAG Strategies With Neo4jGo beyond typical RAG strategiesNov 17, 20231Nov 17, 20231
Tomaz BratanicHow to implement Weaviate RAG applications with Local LLMs and Embedding modelsDevelop RAG applications and don’t share your private data with anyone!Oct 30, 20233Oct 30, 20233