#1: i graphs/fsm is useful mental model/devX for building agents (this is a matter of taste though) #2: state management (short memory: easy, long term memory: medium, checkpointing: hard, human-in-the-loop: hard)
AGENTS
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LangSmith for LLM Pipeline Cost Monitoring and Optimization
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we see a lot of usage of langsmith for monitoring (and then reducing) costs of you LLM pipelines/agents
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AI Email Assistant Ambient Agent Open Sourced
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For the past six months, I haven't checked email directly, but rather have relied on an AI email assistant to triage and draft emails for me This is an example of an "ambient agent" We're open sourcing the code today, as well as a hosted version for people to try out
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Ambient Agents: New Open Source Email Assistant Technology
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Read more about ambient agents here: https://
blog.langchain.dev/introducing-am
bient-agents/
… See the open source email assistant here: https://
github.com/langchain-ai/e
xecutive-ai-assistant
… Use the hosted email assistant for free: https://
agentinbox.ai -
Boost ROI with AI Agents and Abacus AI Solutions
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Drive ROI with AI Agents and these #AI-powered business solutions from @AbacusAI to help your org get to the next level, using the best #MLOps and #LLMOps platform in the market Start now: https://
abacus.ai
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#GenerativeAI #LLMs #DataScience #GenAI #ML -
Using agentic LLM setups to improve knowledge reliability
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But using LLMs for knowledge is a thing most people already do with ChatGPT (although it's misled that they do this), so using an agentic setup to increase reliability for knowledge makes more sense IMO!
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Agentic AI Setups Boost LLM Benchmark Performance by 40+ Points
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Cliché: "Agents are just hype"
Reality: Agentic setups can easily bring >40 percentage point increase compared to vanilla LLMs on some benchmarks This crazy score increase makes sense: if I had to answer a SimpleQA question like "Which Dutch player scored an open-play goal -
Replit Agent Integrates Slack for Automated Channel Messaging
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NEW: Replit Agent now integrates with Slack. Build apps that can post messages and read history from your Slack channels.
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AI Agents Accelerate Digital Transformation Readiness
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AI Agents Are Accelerating Digital Transformation. Are You Ready?
#AI #AIio #BigData #ML #NLU #Futureofwork @Kevin_Jackson @sallyeaves @schmarzo @kdnuggets @akwyz @BrettKing @TechNative @MiaD http://
ow.ly/Hqi630sJaru -
AI Companions: The Solution to Digital Overload and Distraction
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I often hear: do we really need more tech? Aren’t we dealing with enough already—digital overload, too much noise and distraction? I get it. I feel it. What really excites me about AI companions is they’re actually our path out of all that. for @TIME
: https://
time.com/collection/tim
e100-voices/7204530/ai-companions/
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