8,813 questions
Advice
4
votes
3
replies
62
views
Improve the RAG chatbot result
I am building a local RAG chatbot using LangChain and ChromaDB (PersistentClient). I’m encountering 'hallucinations' when the similarity search returns documents with a low relevance score. How can I ...
- 1
Advice
0
votes
3
replies
119
views
Private AI Chatbot
How to build an AI-powered chatbot for a company that can answer users' questions based on company-specific data, interact with users through natural question-and-answer conversations similar to other ...
- 1
-5
votes
0
answers
26
views
not able to use the stable diffusion automatic 1111 because of error 128
i got this error everytime i try to run the bat file dont know how to solve it if anybody know it would be helpful "C:\Stable Diffusion A111\stable-diffusion-webui\repositories\stable-diffusion-...
Advice
0
votes
0
replies
69
views
How to meaningfully represent unseen but defined data in AI?
So I am building an AI model and I was trying to implement one optimization in it so it gets faster.
The AI model is for DAG of code. The high level idea of the optimization is that in a DAG if picks ...
Advice
1
vote
0
replies
44
views
AIoT device: Radius Authentication using PHP with Message-Authenticator attribute
We have some AIoT devices and want to authenticate with RADIUS using PHP.
The new RADIUS Server ask for the Message-Authenticator attribute and the build-in RADIUS functions of PHP can not do it.
How ...
Advice
0
votes
2
replies
77
views
Ai card recognition model ESP32
I’m working on a small embedded vision project and was wondering if it’s feasible to run a local image recognition model on an ESP32-S3 WROOM (16 MB flash).
The goal is to recognize playing cards from ...
Best practices
2
votes
0
replies
54
views
Chatbot that converts questions to SQL queries
I have a usecase where we need to perform complex calculations (aggregate function from multiple tables) on the given customer knowledge base, so I can't use simple RAG mechanisms like Azure Search or ...
- 1
Tooling
0
votes
1
replies
85
views
WordPress as backend → Flutter or React as the frontend
hey folks — I feel like I’ve been going down dead ends on this one.
I honestly thought this would be straightforward, especially with how many AI tools and modern frameworks are out there now. But ...
0
votes
2
answers
39
views
Promptfoo: RAG-Metrics - context-faithfulness assertion requires string output from the provider
I'm planning to evaluate a fine-tuned LLM in the same RAG system as the base model.
Therefore, I set up a PromptFoo evaluation.
In the process, I came across an error that I just can't wrap my head ...
- 31
Advice
1
vote
3
replies
155
views
In 2026, what field should a computer engineering student focus on, and what roadmap should they take?
As a third-year computer engineering student in 2026, considering the impact of AI on coding and engineering practice, what will companies expect from me? Which field should I choose (AI, data ...
Advice
0
votes
4
replies
103
views
Upskilling to AI ML for Frontend developer
I am a frontend developer (mainly React JS), I know some basics of python (beginner)
And want to upskill myself in AI ML
Can someone please guide me, where should I start from and what I need to learn ...
- 1
Best practices
0
votes
1
replies
51
views
How can I estimate or count input tokens for a PDF before sending it to AWS Bedrock, since CountTokens API doesn't support document input?
I'm building a system that processes PDF files which my clients upload and sends them to AWS Bedrock using Anthropic Claude models (possiblyclaude-4.5-haiku, claude-4-sonnet).
My concern is input ...
- 226
Advice
2
votes
5
replies
97
views
Opinions on the rapid development of AI
Recently, AI development has been very rapid, thus posing a threat to certain jobs. Who do you think is more "anxious" about AI developments? Front-end developers or back-end developers? Or ...
Advice
1
vote
1
replies
44
views
How can I build my own offline text recognition library like Google ML Kit that gives text and bounding boxes, but supports my own custom language?
How can I create an Android library similar to Google ML Kit Text Recognition that works fully offline, detects text from images, and returns both the recognized text and the bounding boxes? I want to ...
Advice
2
votes
6
replies
441
views
Is it possible to commercialize Vibe coding?
In the present era, advanced AI is commercialized and widespread.
There is an advantage that anyone can code because the entry barrier to coding is lowered, but there are disadvantages.
As anyone can ...
- 1