If you found it insightful, reshare it with your network.Find me → @_avichawlaEvery day, I share tutorials and insights on DS, ML, LLMs, and RAGs.Avi Chawla (@_avichawla):Let's build an MCP server (100% locally): ...

Next, let's interact with this MCP server.When asked to find the cheapest flight from one city to another:- It navigated to Google.- Typed in the query.- Scraped the relevant information.- Returned the info to Claude Desktop to generate a response.See this video👇 https://t.co/XTaBL8l2bC ...

Project Goal - The project aims to build an MCP server 100% locally [1]

RT Avi Chawla (@_avichawla)Finally! A RAG over code solution that actually works (open-source).Naive chunking used in RAG isn't suited for code.This is because codebases have long-range dependencies, cross-file references, etc., that independent text chunks just can't capture.Graph-Code is a graph-driven RAG system that solves this.It analyzes the Python codebase and builds knowledge graphs to enable natural language querying.Key features:- Deep code parsing to extract classes, functions, and relationships. ...

If you found it insightful, reshare it with your network.Find me → @_avichawlaEvery day, I share tutorials and insights on DS, ML, LLMs, and RAGs.Avi Chawla (@_avichawla):Finally! A RAG over code solution that actually works (open-source).Naive chunking used in RAG isn't suited for code.This is because codebases have long-range dependencies, cross-file references, etc., that independent text chunks just can't capture.Graph-Code is a https://t.co/c6ISqmauSX ...

GitHub repo: https://t.co/iAgAEz9DUU ...

Finally! A RAG over code solution that actually works (open-source).Naive chunking used in RAG isn't suited for code.This is because codebases have long-range dependencies, cross-file references, etc., that independent text chunks just can't capture.Graph-Code is a graph-driven RAG system that solves this.It analyzes the Python codebase and builds knowledge graphs to enable natural language querying.Key features:- Deep code parsing to extract classes, functions, and relationships.- Uses Memgraph to store th ...

RT Avi Chawla (@_avichawla)An MCP server to create 20+ data visualizations (open-source): https://t.co/fZfMhGVkeN ...

Technology & Software Development - An MCP server is available for creating over 20 data visualizations [1] - The MCP server is open-source [1]

10 real-world projects for AI engineers that cover:- Memory- Video RAG- Voice Agent- Corrective RAG- and much more!Find them in the explainer thread below. https://t.co/RucVrx4Xt0Avi Chawla (@_avichawla):AI Engineering Hub is about to cross 10k GitHub stars!It’s 100% open-source and hosts 70+ free hands-on demos.Here are 10 MCP, RAG, and AI Agents projects for AI engineers: https://t.co/Zxe2K6DEKg ...