The Difference Between Code and Documents Split a Python file into 1000-character chunks...
The Difference Between Code and Documents
Split a Python file into 1000-character chunks with RecursiveCharacterTextSplitter, embed them, run vector search — this is the most common "code RAG" implementation. The problem is that it treats code as text:
def evaluate_rag(questions, answers, contexts):
"""Evaluate RAG system quality"""
...（50 lines of code）...
Introduction Here is a scenario many RAG builders know well, you wire up a pipeline, load...
I built a small RAG (Retrieval Augmented Generation) project where a user can ask questions from a...
Learn which chunking strategy fits your RAG pipeline—fixed-size, recursive, semantic, or LLM-driven—and how chunk size affects…
Most teams building LLM applications start with RAG for a good reason. It is practical, easy to...
Use Weaviate's built-in MCP server to give Claude Code, Cursor, and VS Code hybrid search over your codebase and docs. No glue…
Enterprise RAG — A practitioner's build log | Post 1 of 6 There is a retrieval failure mode that...
Cracking the Coding Evaluation | Tabby AI coding assistant
