Andres Diaz-Pace

@tommantonela89 This prototype was implemented with the nice features provided by @llama_index 🦙

📷 Exciting news! Our paper " Architecture Exploration and Reflection meet LLM-based Agents" has been accepted at #ICSA2025! w/Antonela (@tommantonela89) and Rafael Capilla Here's a quick overview of what we've been working 📷1/5

What's next? ReArch opens new doors for GenAI in architecture design. Future work will focus on: - Improving architecture knowledge grounding 📷 - Adding decision quality metrics 📷 - Validating in real-world scenarios 📷 More discussion at #ICSA2025—stay tuned for updates! 5/5

What are the initial results? We tested ReArch on a case study involving multiple patterns. The results show promise in combining architectural knowledge with LLM-based reasoning for better decisions. 4/5

Meet ReArch: A proof-of-concept design agent based on #llama_index! ReArch adapts the ReAct and LATS agent frameworks to make design agents smart, autonomous, and accessible to practitioners. It can analyze requirements, explore patterns and recommend alternative decisions. 3/5

We focused on exploring how LLMs can transform the architecture design process by enabling agents to search for patterns, evaluate tactics, and refine decisions—all using natural language. 2/5

Hackaton

Charla 1

Nuevo evento de Geers.AI Estan todos invitados geers.in/ai

Charla 2

I'm happy to share that our paper "Leveraging Monte Carlo Tree Search for Group Recommendation" has been accepted at #recsys2024. 😁🥳 w/@adiazpace  @ACMRecSys A mini-🧵

Stay tuned for more details 💻

Each assistant is specialized in a different design task.

I'm happy to share that our paper "Helping novice architects to make quality design decisions using LLM-based assistants" has been accepted at #ECSA2024 🥳 @ECSACONF w/@tommantonela89, Rafael Capilla A mini-🧵

Interesante, y también para reflexionar… nature.com/articles/d4158…

@msalvat @RegionCrypto @nicotourne Vamos por mas

@RegionCrypto Nada que agradecer !! Gracias a uds x sumarse a GEERS y acompañar la locura. Mucho laburo de @nicotourne y Andrés Diazpace que se lo pusieron al hombro! Sino molesta seguiremos haciendo 😬

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