Wenqi Glantz

DevSecOpsKB-LlamaIndex-LangChain-OpenAI. DevSecOps knowledge base chatbot built with LlamaIndex, LangChain, and OpenAI

customer-service. Spring Boot microservice to demo integration with Dapr for event-driven, Pact for consumer-driven contract testing, Cucumber BDD, Liquibase, etc.

reusable-workflows-modules. Sample GitHub Actions reusable workflows and Terraform reusable modules

llamaindex_nebulagraph_phillies. 7 query strategies for navigating knowledge graphs with LlamaIndex

nemo-guardrails-llamaindex-rag. Adding NeMo Guardrails to a LlamaIndex RAG pipeline

chatgpt-whisper-spring-boot. Integrating ChatGPT and Whisper APIs Into Spring Boot Microservice

hands-on-llamaindex. A Hands-on Practical Guide to LlamaIndex

edd-recursive-doc-agent-vs-metadata-replacement. Applying Evaluation Driven Development (EDD) to aid in the design decision of RAG pipelines

rag-notebook-to-microservices. The Journey of RAG: From Notebook to Microservices

nvidia-sec-finetuning. Fine-Tuning LLM and embedding models

opentelemetry-sleuth-kafka-jaeger. Distributed Tracing with OpenTelemetry, Spring Cloud Sleuth, Kafka, and Jaeger

text-embedding-inference-server-edd. Experimenting text-embeddings-inference server on both CPU and GPU

multi-tenancy-spring-boot. Multi-Tenancy Spring Boot microservice, with Liquibase and PostgreSQL Row Level Security (RLS)

theater-service-dapr. Spring Boot microservice to demo integration with Dapr for event-driven, Pact for consumer-driven contract testing, Liquibase, etc. Also demo deployment in Azure Kubernetes Service (AKS)

llamaindex-metadata-financial-reports. Exploring how LlamaIndex metadata extractors help achieve higher accuracy retrieval

order-service. Spring Boot microservice to demo integration with Dapr for event-driven, Pact for consumer-driven contract testing, Cucumber BDD, Liquibase, etc.

customerservice-spring-boot-3. Demo app built on Spring Boot 3 with GraalVM Native Image support

sample-spring-boot-starter. sample shared library built on Spring Boot starter framework

spring-boot-aws-eventbridge. Sample Spring Boot microservices using AWS EventBridge for pub/sub.

customer-service-reusable-workflows-example. Java

github-archive-data-agent-zapier-snowflake-streamlit. GitHub Archive data analysis with LlamaIndex Data Agents, Zapier NLA, Snowflake, and Streamlit

rds-hybrid-multitenancy. RDS hybrid multitenancy implementation by using Spring Boot 3, Hibernate 6, Liquibase, and PostgreSQL

spring-boot-webclient-resilience4j. Two Spring Boot microservices to demonstrate reactive Circuit Breaker using WebClient and Resilience4j

llmops. A collection of notebooks related to LLMOps

financial-reports-us-government-llamaindex. Analyzing the U.S. Government's Financial Reports with LlamaIndex's SubQuestionQueryEngine

recursive-document-agent-devops. Recursive Document Agents for Dynamic Retrieval

vacation_plan_llamaindex. Combining text-to-SQL structured analysis and semantic search for a vacation plan

springboot-infracost-demo. Open Policy Agent

gpt-4v-streamlit-app. Jupyter Notebook

multi_modal_retrieval_backyard_birds. Multimodal Retrieval with Text Embedding and CLIP Image Embedding for Backyard Birds

devsecops-end-to-end-eval. End-to-end evaluations of DevSecOps RAG pipelines, with and without recursive document agents comparison

llamaindex-snowflake-streamlit-app. Integrating LlamaIndex into Snowflake and Streamlit app

customer-service-client-feign-reactive. Spring Boot app implemented with Feign Reactive for REST API consumption

rags. Build ChatGPT over your data, all with natural language

wenqiglantz.

spring-native-spring-boot-customer-service. Integrating Spring Native into Spring Boot Microservice

openai-api-client-spring-cloud-function. Java serverless function With Spring Cloud Function, AWS Lambda Java 17 support, and SnapStart

react-agent-amazon-exhibit99.1. Analyzing Amazon's recent disclosures and attitudes towards LLMs with LlamaIndex's ReAct Agent and Cybersyn data from Snowflake Marketplace

llama-hub. A library of data loaders for LLMs made by the community -- to be used with LlamaIndex and/or LangChain

cybersyn_sec_filing_llamaindex-snowflake-streamlit. SEC 10-K Filings Analysis for Life Science Companies Leveraging Snowflake Marketplace, LlamaIndex, OpenAI, and Streamlit

rds-hybrid-multitenancy-with-hierarchy. RDS hybrid multitenancy with hierarchy implementation by using Spring Boot 3, Hibernate 6, Liquibase, and PostgreSQL

llama_index_deeplake_fix. LlamaIndex (formerly GPT Index) is a data framework for your LLM applications

snowflake-native-app-real-estate-data-analysis. Real estate data analysis built with Snowflake Native Apps framework

customer-service-springboot3. Java