Loading feed…
Medium0 Hot0 comments23 min read
I Cut 308 Notes Into 3,936 Cards: 195 Lines of Hand-Rolled Offline RAG, Then Let a Local Model Query It
I Cut 308 Notes Into 3,936 Cards: 195 Lines of Hand-Rolled Offline RAG, Then Let a Local Model Query It My knowledge base has 308 compiled notes in it: summaries and concept entries, written over …
Source: https://medium.com/@n913239/i-cut-308-notes-into-3936-cards-a-hand-rolled-offline-rag-7ac5a3a66022. 8 Sync News only summarizes and links out; content copyright belongs to the authors and original sources.
8 Sync ecosystem
One account, the whole ecosystem
Read the news here, practice coding, follow structured courses and train for IELTS on our sibling products — all connected through one 8 Sync account.
8syncdev.com
8syncdev.comThe ecosystem home: product overviews, blog and full pricing.
ExploreCourses
course.8syncdev.comLearn along a clear roadmap: videos, auto-graded quizzes, certificates and mentors who ship for a living.
View the roadmapCoding practice
coding.8syncdev.com1,000 DSA problems in Vietnamese, auto-graded across 7 languages — many FREE, right in your browser.
Practice for freeIELTS
ielts.8syncdev.comAI grading for all four IELTS skills with detailed rubric feedback.
Try it freeZUS — AI IDE
zus.8syncdev.comA 22 MB AI IDE for Vietnamese devs.
Download freemind0
mind0.8syncdev.comOrganizational memory for AI agents.
ExploreAcoLeads
home-acoleads.8syncdev.comAI that staffs your Fanpage and qualifies leads for you.
Try itRecommended for you
Hacker News146 Hot2 min
MCP Explained
An interactive guide to the Model Context Protocol: every JSON-RPC message on the wire, step by step. Transports, OAuth, tools, resources, sampling, elicitation, tasks, tool search and codemode.
Flavio Copes44 Hot19 min
EmDash: Cloudflare's CMS for Astro, explained
What EmDash is, how it's built, what the admin and the MCP server look like, where it runs and what it costs, and where it falls short of WordPress and Ghost.
XDA Developers3 Hot4 min
I replaced Gemini and ChatGPT on my phone with my gaming PC’s 26B model, and the app that does it is free
Farewell, bloated AI apps!
freeCodeCamp121 Hot2 min
Learn Vector Databases for Beginners – Embeddings, Similarity Search & ChromaDB
A vector database stores data as lists of numbers called embeddings, which lets it search by meaning instead of matching exact keywords. It's the piece behind a lot of recommendation systems, RAG apps
Daily Dose of Data Science | Avi Chawla | Substack149 Hot7 min
RAG vs. Vectorless RAG, clearly explained!
...explained visually (with tradeoffs in production).
XDA Developers73 Hot3 min
I put a local AI model on a bootable USB, so I can troubleshoot a dead PC with a chatbot that doesn't need the internet
My rescue USB now also helps me make sense of disk errors.
Medium262 Hot10 minAI
10 Best AI GitHub Repositories to Supercharge Your Agent
GitHub là kho lớn nhất chứa công cụ AI miễn phí nhưng phần lớn lập trình viên chưa khai thác hiệu quả. Các agent như Claude Code thường được cài đặt mà không tận dụng được nguồn tài nguyên phong phú trên GitHub. Các kho lưu trữ AI hàng đầu như LangChain, LlamaIndex hay AutoGPT cung cấp framework mạnh để xây dựng agent thông minh hơn. Việc kết hợp các công cụ này có thể tăng đáng kể khả năng xử lý và tự động hóa của ứng dụng AI.
Bài viết này giúp bạn khám phá 10 kho GitHub AI mạnh nhất để tối ưu hóa khả năng của trợ lý lập trình.
freeCodeCamp123 Hot2 min
Secure Your AI Agents – Free Model Context Protocol (MCP) Security Course
The Model Context Protocol (MCP) helps connect LLMs to external tools, databases, and APIs. But giving AI agents hands and feet to take real-world actions introduces an entirely new attack surface. We
Comments
Loading comments…