Saurav JoshiinNeo4j Developer BlogEnhancing RAG with Neo4j Cypher and Vector Templates Using LangChain AgentsIntegrating Neo4j Vector and Cypher LangChain Templates as Tools for LangChain Agents for Dynamic Query Handling and Enhanced RetrievalNov 15, 20232Nov 15, 20232
Saurav JoshiOptimizing Retrieval Augmentation with Dynamic Top-K Tuning for Efficient Question AnsweringTraining a cross-encoder to intelligently predict retrieval top-k, enhancing the precision and resource efficiency of question-answering…Nov 3, 2023Nov 3, 2023
Saurav JoshiKnowledge Graph Reasoning from Node2Vec to ULTRA Across Transductive and Inductive TasksExploring graph reasoning capabilities of various graph models such as Node2Vec, Graph Convolution Network, GraphSAGE, Graph Attention…Oct 27, 20232Oct 27, 20232
Saurav JoshiComplex Query Resolution through LlamaIndex Utilizing Recursive Retrieval, Document Agents, and Sub…Harnessing the Power of LlamaIndex to Navigate Complex Queries through Recursive Retrieval, Specialized Document Agents, and Sub Question…Oct 14, 20233Oct 14, 20233
Saurav JoshiinNeo4j Developer BlogEnhanced QA Integrating Unstructured and Graph Knowledge Using Neo4j and LangChainNeo4j Vector Index and GraphCypherQAChain for optimizing the synthesis of information for informed response generation with Mistral-7bOct 11, 20233Oct 11, 20233
Saurav JoshiRetrieval Augmented Generation for Medical Question-Answering with Llama-2–7bExploring the Capabilities of Llama-2–7b for Retrieval Augmented Generation in the Medical Domain using AWSOct 6, 20233Oct 6, 20233
Saurav JoshiBuilding Knowledge Graphs: REBEL, LlamaIndex, and REBEL + LlamaIndexExploring building knowledge graphs using LlamaIndex and NebulaGraphOct 3, 20235Oct 3, 20235
Saurav Joshi10 challenges I faced to apply for higher studies abroadHey everyone! I am Saurav Joshi, 22 years old from India pursuing Master’s in Data Science at University of Southern California in the…Sep 3, 20223Sep 3, 20223
Saurav JoshiGSoC Week 2 — Question GenerationTo make the templates more natural and varied with the same semantics, the idea is to pass the template in a differently structured manner…Sep 2, 2022Sep 2, 2022
