GitHub Copilot chat extension for VSCode is now fully open source - github.com/microsoft/vscode-…
Finally, the rag ingestion pipeline completed successfully today. After more than 1 day of debugging code, I found a problem with the LangChain library version. 😀🥱 Good night, LangChain
I am building pdf chat rag webapp using Next.js (only frontend) and a backend (nodejs expressjs mongodb zod langchain pinecone aws...) . i am facing this error again and again - what is wrong in my code? Pinecone-3072 dimension index and Google Gemini emed model also 3072 dim.
Learn coding with @rohit_negi9
Brother @CoderArmy and java with @adityatandon02 brother and if want to learn devops join live class youtu.be/YplZH8Dz3bo?si=Vw5n…
🚀 Building a Chat with PDF RAG application using Node.js, TypeScript, LangChain, Cohere, Pinecone, MongoDB, AWS S3, and Gemini.
✅ Backend pipeline completed, but improvement is required
Next up: Next.js frontend, chat UI
github.com/codingwalebhaiya/…
1 -> Namespaces: are the Building/Tenant Level (Who owns the data? Harvard vs. Stanford).
2 -> Metadata Filters: are the Item Level (Which exact document inside that building are we looking at? Biology book vs. History book).
🚀 Backend of my AI-Powered Assignment Generator is almost complete!
This project pushed me to learn:
⚡ Redis + BullMQ (queues, jobs & workers)
🐳 Docker + WSL setup
📄 PDF generation with Puppeteer
☁️ Direct PDF uploads to Cloudinary
blogs.oracle.com/developers/… thanks @kirat_tw brother for this blog post . In depth blog post you suggest 👍
Retrieval-Augmented Generation System with
Reranking Analysis in detail, read this paper 👇 arxiv.org/html/2603.16877v1
























