Agents on RAG with LlamaIndex + Automating B2B Sales Prospecting with Fiber.AI @ AWS Gen AI Loft
Join us for a meetup with LlamaIndex, Fiber AI, AWS & Elastic at the AWS Gen AI Loft! We're kicking off ElasticON San Francisco with a pre-event meetup on Monday, September 30th. Doors open at 5:00 pm, with exciting presentations, refreshments, light bites, and networking.
📅 Date & Time:
Monday, September 30th, from 5:00–8:00 pm
📝 Agenda:
5:00 pm: Doors open
5:30 pm: RAG and Agents in 2024 (Laurie Voss - LlamaIndex)
6:15 pm: How Fiber AI Unlocks High-Performance B2B Prospecting to Automate Sales Outbound (Aditya Agashe and Neel Mehta - Fiber AI)
7:00 pm: 5min lightning talks
Securing RAG and Chatbot Applications (Rohit Valia - CEO/Founder at Tumeryk)
Bedrock (Antje Barth - Principal Developer Advocate at AWS)
Elasticsearch on Bedrock (Philipp Krenn - Elastic)
8:00 pm: Event ends
📍Location:
AWS Gen AI Loft - 525 Market St, San Francisco, CA 94105, USA. Take the stairs on Ecker Street where the red arrow is.
💭 Talk Abstracts:
RAG and Agents in 2024 (Laurie Voss - LlamaIndex)
Retrieval-augmented generation is an essential tool for building modern information-retrieval systems, but it isn't enough. In this talk, we make the case that while RAG is necessary, it's not sufficient: you need to add agentic strategies to your system. We discuss the basic components of an agentic system including routing (selecting between sources), memory (providing context between queries), planning (what should we do?), reflection (did we correctly do what we intended?) and tool use. We also discuss agentic reasoning strategies including sequential (chain of thought), DAG-based, and tree based (tree of thought). Finally we dip briefly into further extensions to agents including observability, controllability and customizability.
How Fiber AI Unlocks High-Performance B2B Prospecting to Automate Sales Outbound (Aditya Agashe and Neel Mehta -Fiber AI)
In this talk, we'll dive into how Fiber AI harnesses the power of Elasticsearch to transform SDR and BDR prospecting workflows, achieving unprecedented results in outbound sales automation. We'll explore Fiber AI's three-pronged approach: maximizing email deliverability, precise lead generation with dynamic audience targeting, and crafting hyper-personalized outreach using AI. Central to our success is Elasticsearch, which powers our prospecting database of 60 million B2B companies and 800 million contacts. We'll demonstrate how Elasticsearch enables powerful full-text searches to uncover relevancy-based triggers, essential for achieving our industry-leading 80% email open rates and 2–4x higher reply rates. Attendees will gain insights into how we leverage Elasticsearch to process vast amounts of B2B data, optimize search queries for ideal prospect identification, and enable real-time, dynamic audience segmentation. Join us to discover how Fiber AI, supercharged by Elasticsearch, is setting new benchmarks in AI-driven sales automation.
PS: Join ElasticON San Francisco — a free, full-day conference on search, observability, and security with Elastic.