Pieterjan Criel

Spent the last 2 days playing with GraphRAG on the Apollo 11 transcripts 🚀🌕 pjcr.medium.com/graphrag-for-c… 🧱 Structure upfront > clever prompts 🔗 Entities + relations > loose chunks 👍 Nova 2 embeddings are pretty nice Organise for retrieval. That’s the real win 🎯

Updated my AWS AgentCore repo with a Memory object @pjcr/adding-memory-to-your-agentcore-agent-with-cdk-00e32d1c4c37" target="_blank" rel="nofollow noopener">medium.com/@pjcr/adding-m… / github.com/PieterjanCriel…

linkedin.com/posts/pieterja… — we’ve added some new features in Fence LLM

Vibe-coding by non-engineers is the cure for imposter syndrome!

📣 New Post; @pjcr/what-makes-ai-products-thrive-8218f581de39" target="_blank" rel="nofollow noopener">medium.com/@pjcr/what-mak… Building an AI product isn't about chasing the biggest model. 🧠 It's about building a robust system around it. Most AI features fail not because the model is "weak," but because the foundations are fragile. 💔

Fence 🤺 has support for MCP servers since a few weeks! We've made a short article on how to use it (in combination with e.g. Agent side tools) as a part II in the series on building AI agents with Fence on top of AWS Lambda and Dynamo. medium.com/showpad-engine…

New article! “Fence Meets AgentCore: A Minimalist Framework Goes Enterprise-Grade on AWS”. If you’re building agents, check it out! pjcr.medium.com/c81edf947ff0

Fence-LLM is in the majors! pypi.org/project/fence-… (1.0.4) -- We started some articles to help you ship Fence Agents in production! (Fully Serverless) medium.com/showpad-engine… Part 1: define and deploy

Already on main, soon in the release; We've added support for @MistralAI 🇫🇷🇪🇺models / embeddings in Fence🤺! github.com/WouterDurnez/f…

Filling up nicely 🤩

With out recent updates to Fence-llm @pjcr/contextual-embedding-for-rag-with-fence-ollama-and-chromadb-967330a0080e" target="_blank" rel="nofollow noopener">medium.com/@pjcr/contextu… Example of a fully local RAG (Ollama/Chroma) with contextual embeddings

New release! Fence-llm now supports embeddings as well! github.com/WouterDurnez/f…

@maartengm Oh no!

This is.. terrible news.

We added support for Google Gemini today!🤺 github.com/WouterDurnez/f…

Good morning #gent 🌈

Presentation time 😬.

Deze ochtend spelen we zat of slecht te been in Gent centrum

@patrickdebois Depending on the temperature

if AI could select its own tooling would it still pick Kubernetes ?

Small POC on storing prompts yourself “Storing and retrieving prompts in DynamoDB” pjcr.medium.com/storing-and-re…

@maartengm 👀 any tool for the phone number?

Phone numbers and email addresses should expire. You can give them to someone for a week, a month, .. after which they’re no longer usable.