#freelancer • 3m
If you're building AI agents, you should get familiar with these 3 common agent/workflow patterns. Let's break it down. 🔹 Reflection You give the agent an input. The agent then "reflects" on its output, and based on feedback, improves and refines. Ideal tools to use: - Base model (e.g. GPT-4o) - Fine-tuned model (to give feedback) - n8n to set up the agent. 🔹 RAG-based You give the agent a task. The agent has the ability to query an external knowledge base to retrieve specific information needed. Ideal tools to use: - Vector Database (e.g. Pinecone). - UI-based RAG (Aidbase is the #1 tool). - API-based RAG (SourceSync is a new player on the market, highly promising). 🔹 AI Workflow This is a "traditional" automation workflow that uses AI to carry out subtasks as part of the flow. Ideal tools to use: - n8n to handle the workflow. - GPT-4o, Claude, or other models that can be accessed through API (basic HTTP requests).
Building Tech at Urb... • 3m
🚀 Exploring Conversational AI + Automation: My journey with Voiceflow, Retell AI & n8n Over the past few weeks, I’ve been diving into chatbots, voice agents & workflow automation — and it’s been a rewarding learning curve! 🔹 Built a chatbot on Vo
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🧠💻 Say Hello to Google's Agent Development Kit (ADK)! 🚀 Unveiled at Google Cloud Next '25, the Agent Development Kit (ADK) is an open-source framework designed to simplify the creation of intelligent, modular, and production-ready AI agents. 🔹
See MoreOne prompt at a time • 12d
Looking for GenAI internship/full-time roles! At Zomato, I built GPT-4o ticket systems, LLM eval pipelines & OCR tools (cut ops time 85%). For fun personal projects, Fine-tuned Mistral 7B for persona chat, built ANPR & haptic gloves too Skilled in P
See MoreFounder of VistaSec:... • 4m
🔥 Top Exploitation Tools for Penetration Testing 🔥 🔹 Metasploit Framework – The go-to tool for developing, testing, and executing exploits efficiently. 🔹 Cobalt Strike – Advanced red teaming tool for post-exploitation, persistence, and lateral
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