Elisé Baraka M. — Applied AI, Automation & Systems

Elisé Baraka M. — Applied AI, Automation & Systems

#python

Articles tagged with #python

Building a RAG Engine — Part 4: Engine Controls
The previous part redesigned the entire system into a domain-neutral engine structure with reference storage. Graph extraction was one of the planned capabilities for the engine: for a start, basic kn
May 22, 202611 min read1
Building a RAG Engine — Part 3: Domain-Neutral Architecture
I initially set out to build a RAG system for a legal corpus, then repurpose it later for other domains. In this phase, I set out to create a reusable architecture; i.e. single implementation, multipl
May 1, 202611 min read1
Building a RAG Engine — Part 2: An Interface to Evaluate It
Part 1 ended with a pipeline operated fully from the command line. I could ingest documents, run a query, and get an answer wired to evidence. What I didn't have was the UI. I needed an interface to t
Apr 14, 20268 min read1
Building a RAG Engine — Part 1: Retrieval Foundation
I started building a RAG engine because I was tired of asking large language models questions limited by whatever context I could paste or attach into a chat window. I was looking for information arou
Apr 7, 202614 min read6

#python - Elisé Baraka M. — Applied AI, Automation & Systems