How-To Geek on MSN

Stop paying for search APIs—this self-hosted tool lets my local LLM search the web for free

Search me.
lablab

Fine-Tune a Query Router to Cut LLM Costs for AI Hackathons

AMD Developer Hackathon: ACT II names its first track "Hybrid Token-Efficient Routing Agent." The name is a hint: the winning approach isn't picking one model and calling it on every query, it's ...
note

I Made a DIY Audible Script: An Automated Audiobook Generation Script Using LLM × Tsukasa-Speech (Original & V2)

The LLM platform is LM Studio (because I wanted to keep everything local). I adopted GPT-OSS 20B, which had a good reputation in past model comparisons, for converting dialogue into JSON. I read text ...

Sticker shock has execs rethinking this whole AI thing

This week on The Reg's Kettle podcast, we wonder whether tokenminning is going to bring the industry back down to Earth ...
note

[Definitive Guide] "Cloud vs. Local" is outdated. The blueprint for an "LLM Router" that balances cost and confidentiality (with Python code)

Hello! How is your LLM implementation coming along? When you try to introduce LLMs into your workflow, you will inevitably hit two major walls. The Cloud Dependency Wall: If you throw everything at ...
marktechpost

Cisco AI Introduces FAPO: Pipeline-Aware Prompt Optimization With Step-Level Failure Attribution and Claude Code Orchestration

Getting prompts right is still the hardest part of shipping reliable LLM applications. Small wording changes can swing accuracy by 20 percent. What works on a few examples often breaks at scale. When ...
marktechpost

Meet EverOS: An Open Source Markdown-First Agent Memory Runtime With Hybrid BM25 + Vector Retrieval and Self-Evolving Skills

EverMind has released EverOS, an open-source memory runtime for AI agents. It ships under an Apache 2.0 license. It targets a problem agent builders hit early: large language models are stateless. The ...
GitHub

llm-platform-security/SecGPT

Before running SecGPT, you need to set the API key for the used LLM (GPT4 by default), select apps to enable, and authorize apps that require authorization. First, specify your API key for the LLM in ...