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This is a detailed breakdown of a FinTech project from my consulting career.
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redisson
Redisson - Valkey & Redis Java client. Real-Time Data Platform. Sync/Async/RxJava/Reactive API. Over 50 Valkey and Redis based Java objects and services: Set, Multimap, SortedSet, Map, List, Queue, Deque, Semaphore, Lock, AtomicLong, Map Reduce, Bloom filter, Spring, Tomcat, Scheduler, JCache API, Hibernate, RPC, local cache..
pathway
Python ETL framework for stream processing, real-time analytics, LLM pipelines, and RAG.
airflow
Apache Airflow - A platform to programmatically author, schedule, and monitor workflows
lance
Modern columnar data format for ML and LLMs implemented in Rust. Convert from parquet in 2 lines of code for 100x faster random access, vector index, and data versioning. Compatible with Pandas, DuckDB, Polars, Pyarrow, and PyTorch with more integrations coming..
llama_index
LlamaIndex is the leading framework for building LLM-powered agents over your data.