AI>In The News

From zero to a RAG system: successes and failures

CommunityNews

CommunityNews

From zero to a RAG system: successes and failures

A few months ago I was tasked with creating an internal tool for the company’s engineers: a Chat that used a local LLM. Nothing extraordinary so far.

Read in full here:

4 comments
#rag
2 109 4

Most Liked

dani

dani

Good approach. I’ll probably use this article as a reference just for me to learn how to build a RAG system.

1
Post #2
alvinkatojr

alvinkatojr

This was an excellent read! Bookmarked for future reference.

1
Post #3
iPaul

iPaul

Searching internal documentation is a good use for LLMs.

1
Post #4

Where Next?

View thread on forum
rag
Home AI>In The News
#rag
2 109 4
Last post

Popular Ai topics Top

First poster: bot
AI>In The News

Nvidia Announces A100 80GB GPU for AI
NVIDIA Doubles Down: Announces A100 80GB GPU, Supercharging World’s Most Powerful GPU for AI Supercomputing. SC20—NVIDIA today unveiled ...
nvidianews.nvidia.com
#nvidia
0 1351 1
New
First poster: CommunityNews
AI>In The News

DALL·E: Creating Images from Text
bbc.co.uk
#ai
0 1502 0
New
First poster: bot
AI>In The News

DeepMind’s AI helps untangle the mathematics of knots
DeepMind’s AI helps untangle the mathematics of knots. The machine-learning techniques could benefit other areas of maths that involve l...
nature.com
#deepmind#mathematics
0 1052 0
New
First poster: bot
AI>In The News

In the metaverse, responsible AI must be a priority
Language technology powered by AI can perpetuate bias if we are not careful. We need to be sure that language AI is trained to be ethical...
techcrunch.com
#metaverse
0 973 0
New
First poster: bot
AI>In The News

DeepMind breaks 50-year math record using AI; new record falls a week later
AlphaTensor discovers better algorithms for matrix math, inspiring another improvement from afar.
arstechnica.com
#math#deepmind
0 1154 0
New
CommunityNews
AI>In The News

Nvidia and Microsoft team up to build massive AI cloud computer
AI supercomputer will use “tens of thousands” of Nvidia A100 and H100 GPUs.
arstechnica.com
#microsoft#nvidia
1 986 1
New
First poster: TimButterfield
AI>In The News

Introducing Kiro - a new agentic IDE
A new agentic IDE that works alongside you from prototype to production
kiro.dev
6 863 6
New
gfqdjb
AI>In The News

Local LLM for Coding with Ollama on macOS
With all the AI buzz around coding assistants, and being a bit concerned about being dependent on third-party cloud providers here, I dec...
#macos
2 621 1
New
CommunityNews
AI>In The News

Running Google Gemma 4 Locally With LM Studio’s New Headless CLI & Claude Code
LM Studio 0.4.0 introduced llmster and the lms CLI. Here is how I set up Gemma 4 26B for local inference on macOS that can be used with C...
ai.georgeliu.com
#google#code#claude
0 2 0
New
First poster: apsori
AI>In The News

AI didn't delete your database, you did
Last week, a tweet went viral showing a guy claiming that a Cursor/Claude agent deleted his company’s production database. We watched fro...
idiallo.com
#database
0 157 2
New

Other popular topics Top

Devtalk
General Dev>Dev Chat

HELLO WORLD (Introductions thread!)
Hello Devtalk World! Please let us know a little about who you are and where you’re from :nerd_face:
#community
484 8259 119
New
PragmaticBookshelf
Game Dev>Learning Resources

The Ray Tracer Challenge
Brace yourself for a fun challenge: build a photorealistic 3D renderer from scratch! In just a couple of weeks, build a ray tracer that r...
pragprog.com
#pragprog#published-book/book-the-ray-tracer-challenge#algorithms
3 6115 0
New
brentjanderson
General Dev>Hardware

Moonlander Keyboard (Mechanical) (Ergonomic) (Split) (Ortholinear)
Bought the Moonlander mechanical keyboard. Cherry Brown MX switches. Arms and wrists have been hurting enough that it’s time I did someth...
#hardware/keyboards#moonlander#mechanical-keyboards#ortholinear#ergonomic
212 17779 90
New
AstonJ
General Dev>Dev Chat

Which language or framework do you want to learn next?
Curious to know which languages and frameworks you’re all thinking about learning next :upside_down_face: Perhaps if there’s enough peop...
#community#learning
247 7246 91
New
DevotionGeo
General Dev>Code Editors

Dendron: a personal knowledge management tool on top of VSCode
/vscode#visual-studio-code
30 8077 9
New
AstonJ
Backend>Chat

How to install Ruby 3 with ASDF
In case anyone else is wondering why Ruby 3 doesn’t show when you do asdf list-all ruby :man_facepalming: do this first: asdf plugin-upd...
/ruby#asdf
11 5961 4
New
PragmaticBookshelf
Community>In The Spotlight

Spotlight: Rebecca Skinner (Author) Interview and AMA!
Author Spotlight Rebecca Skinner @RebeccaSkinner Welcome to our latest author spotlight, where we sit down with Rebecca Skinner, auth...
#author-spotlight/haskell/book-effective-haskell
106 11719 28
New
PragmaticBookshelf
Community>In The Spotlight

Spotlight: Bruce Tate (Author) Interview and AMA!
Author Spotlight: Bruce Tate @redrapids Programming languages always emerge out of need, and if that’s not always true, they’re defin...
/elixir/ruby/phoenix/book-seven-more-languages-in-seven-weeks/book-seven-languages-in-seven-weeks#liveview/book-programming-phoenix-liveview
54 5678 23
New
AstonJ
AI>Chat

Post your DeepSeek results
Curious what kind of results others are getting, I think actually prefer the 7B model to the 32B model, not only is it faster but the qua...
/deepseek
15 4275 15
New
PragmaticBookshelf
Backend>Learning Resources

Programming Clojure, Fourth Edition
Quickly turn complex problems into simple, working solutions using functional programming, safe concurrency, and the expressive tools of ...
pragprog.com
#pragprog
4 1975 3
New
Back to top

Sponsor Spotlight

Linux New Media

Publishing Linux Magazine, ADMIN, and MakerSpace for 25+ years.

AI>In The News

AI In The News ❯

Latest on Devtalk

Devtalk ❯

We ❤️ helpful members!

We reward our most helpful members via our MOTM scheme - by giving away a whopping 25 books per year!

Member of the Month

Devtalk Sponsors

Pragmatic Bookshelf

Practical resources that improve the lives of professional developers.

Erlang Solutions

We build trusted fault-tolerant systems that scale to billions of users.

Honeybadger

Real-time error tracking, performance insights, and observability for devs.

EEF

Supporting innovation across the BEAM ecosystem.

coders51

We build reliable cloud platforms for business-critical systems.

Manning Publications

Develop your skills with books, videos, and courses.

AppSignal

Catch errors, track performance, monitor hosts and more.

WyeWorks

Enabling companies to succeed by building software people love.

Pragmatic Studio

Courses that move you from confusion to "Aha, now I get it!"

Linux New Media

Publishing Linux Magazine, ADMIN, and MakerSpace for 25+ years.

View all our sponsors ❯

Categories:

Sub Categories:

Popular Portals

Devtalk Sponsors

Pragmatic Bookshelf

Practical resources that improve the lives of professional developers.

Erlang Solutions

We build trusted fault-tolerant systems that scale to billions of users.

Honeybadger

Real-time error tracking, performance insights, and observability for devs.

EEF

Supporting innovation across the BEAM ecosystem.

coders51

We build reliable cloud platforms for business-critical systems.

Manning Publications

Develop your skills with books, videos, and courses.

AppSignal

Catch errors, track performance, monitor hosts and more.

WyeWorks

Enabling companies to succeed by building software people love.

Pragmatic Studio

Courses that move you from confusion to "Aha, now I get it!"

Linux New Media

Publishing Linux Magazine, ADMIN, and MakerSpace for 25+ years.

View all our sponsors ❯

We're in Beta

About us Mission Statement See our Roadmap