Freelancer Groups Melbourne
Meet local freelancers and grow your network

Intro to RAG with Amazon AgentCore
Wed, Jul 8, 8:00 AMIn this hands-on workshop, you'll go from raw embeddings to a fully deployed, production-ready RAG agent on AWS — no prior RAG or AgentCore experience needed. We'll build a real document Q&A system, stage by stage: * **Basic RAG from scratch** — embed documents yourself with Amazon Titan Text Embeddings V2, store them in a local FAISS index, retrieve with cosine similarity, and generate answers with Claude. * **Bedrock Knowledge Bases** — swap the DIY pipeline for a fully managed service that handles chunking, embedding, and indexing (OpenSearch Serverless) from an S3 data source, with hybrid search and metadata filtering. Compare the results against your hand-built version. * **AgentCore Agent** — wrap your RAG into a Strands agent, containerize it, push to ECR, and deploy to AgentCore Runtime with session isolation, auto-scaling, and streaming. * **Production hardening** — add AgentCore Memory for conversation continuity, instrument with OpenTelemetry for traces in CloudWatch, run a RAG evaluation suite, and expose your knowledge base as a Gateway MCP tool. By the end you'll have a deployed, invokable RAG agent on AgentCore Runtime — with memory, full observability, and a real feel for the tradeoffs at every layer, from local FAISS to managed production. What to bring: * Laptop with Python 3.11+ (managed via uv) and AWS CLI v2 installed * An AWS account Skill level: Intermediate — some Python and basic AWS familiarity helpful. No prior RAG or agent development experience required.

Movers & Shakers - Monthly Social & Networking Coffee
Sat, Jul 18, 1:00 AMAre you craving some conversations with other big thinkers? The Movers & Shakers monthly coffee is for the creative's who are driven, are hustlers, are actively seeking to grow and look for new opportunities and are wanting to be around other dreamers and action takers. If you're seeking out those conversations that inspire you, that leave you feeling motivated, then this event is for you. The Creative Hustle is a social events community for professional creatives in Melbourne's arts industry. STRUCTURE: 15 min - casual networking/order your coffee 40 min - round table intros and questions 30 min - guided conversations topics in small groups Finish with casual networking MINIMUM SPEND: Everyone who attends this event is required to purchase something from the cafe, minimum of 1 drink.

Jewellers Bench Hire in Fitzroy
Wed, Jun 24, 12:00 AMJewellers can hire a desk in our workshop to make or finish off their own pieces. This workshop is self run, you need to attend a health and safety induction before working daily unattended. Basic jewellery making tools are provided and some consumables such as flux, borax, tumbling polish, lathe polish and some drill bits. Aprons and safety glasses are provided, tie up loose hair, wear enclosed shoes. Please email claw.creative.studios@gmail.com for any questions or inquiries. Clara Carija, Director CLAW CREATIVE.

Improve Relationship! Free Talk
Wed, Jul 1, 1:00 AMHave you ever experienced a relationship that soured into bitter or unresolved conflict? Have you ever attempted to connect with someone and seen your efforts come to nothing? WHAT IF you could resolve any upset and restore harmony? WHAT IF you could build positive relationships that last? NOW YOU CAN! The secret to successful relationships depends upon knowing what underlies all human relations, and nothing teaches you that basic foundation better than the how to improve relationships with others course. Today talk will go for roughly one hour, including the answering of all your questions. You also have the option to do a free personality test which takes about 20 minutes to fill out and another 30 min to go over the results with you. This free meetup talk is open to all people of goodwill. If the time and date does not suit you then contact the Event Organizer via meetup and rearrange it.

Networking Drinks for Builders & Doers
Fri, Jun 26, 8:30 AM**🍻 The Entrepreneur Club – Last Friday of the Month Drinks** **Not your average knock-off drinks.** Join us for a monthly gathering of entrepreneurs, builders, creatives, and self-starters who believe business is more than just work, it’s a personal growth journey. Whether you're scaling something or just starting out, this is a space to meet others who think like you do. **💬 What to Expect** ✅ Real convos with people building something ✅ A place to bounce ideas, swap challenges, and share wins ✅ Opportunities to give value and get it in return ✅ Chill vibes, no pitches, just smart people in good company You don’t need a title or a polished pitch, just curiosity and the willingness to connect. **🗓 Format** **6:30pm** – Arrive, grab a drink, join a convo **8:30pm** – We wrap, or roll on elsewhere 📍 **The Oxford Scholar** We take over a corner of the bar (Back Bar or Atrium), look for the crew with ideas in one hand and a drink in the other. **🎯 This is for you if** * You want more entrepreneurial people in your life * You’re building something, or want to be * You care about growth, not just small talk Bring a question. Bring a challenge. Bring your curiosity. Last Friday of every month. Let’s make it count.

Coffee & Dreams: Share Freely Over a Cup
Thu, Jun 25, 1:00 AM☕ Let’s grab coffee and talk about what really matters our dreams. Whether it’s something you’re working on, something you’ve been scared to start, or just a curious thought… this meetup is a safe space to share freely. No pressure. No judgment. Just meaningful conversations with kind people. 🧠 Why come? • Share your dream (or just listen!) • Connect with thoughtful people • Maybe get inspired to start something too Bring: Yourself, a smile, and a dream. [Telegram Group](https://t.me/+dV9wtoS3lzsxNDY1)
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