AWS Machine Learning Blog

SEPTEMBER 19, 2023

One of the ways to handle multi-modal data that is gaining popularity is the use of multi-modal agents. Multi-modal agents are AI systems that can understand and analyze data in multiple modalities using the right tools in their toolkit. Detecting fraudulent collusion across data types requires multi-modal analysis.

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Towards AI

OCTOBER 24, 2023

What happened this week in AI by Louie This week in AI, we were particularly interested in seeing two new agent models released. Nvidia has unveiled Eureka, an AI agent designed to guide robots in executing complex tasks autonomously. We are excited about the recent progress on AI agents for physical and online applications.

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Cassie Kozyrkov

JANUARY 1, 2024

Choose your own adventure among these topics: New Years Resolutions , Artificial Intelligence , AI Leadership , Data Science , LLMs , Statistics , Decision-Making , Behavioral Economics , Decision Intelligence , Science , Bias , Data Still here? I also signed with an awesome book agent. Let’s do this!)

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Iguazio

MARCH 31, 2024

Customer care organizations are facing the disruptions of an AI-enabled future, and gen AI is already impacting customer care organizations across use cases like agent co-pilots, summarizing calls and deriving insights, creating chatbots and more. For more details on this topic, you can watch the webinar this blog post is based on.

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ODSC - Open Data Science

AUGUST 10, 2023

In the rapidly evolving field of artificial intelligence, agents that can effectively interact with humans and navigate the complexities of the real world are highly sought after. These agents must not only comprehend the nuances of human language but also connect it to their visual surroundings.

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Dataconomy

APRIL 13, 2023

Humanity takes one more step to achieve AGI with AutoGPT, your new AI agent. If so, let’s meet the AI agent. — ChaosGPT (@chaos_gpt) April 5, 2023 Reminder : GPT-4 is a deep neural network that can generate natural language texts on various topics and domains, given some input or prompt. It is a fork of AutoGPT.

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Heartbeat

DECEMBER 22, 2023

Both ways: off-the-shelf and using LCEL Photo by Etienne Boulanger on Unsplash Conversational Agents Conversational agents in LangChain facilitate interactive and dynamic conversations with users. Conversation agents are optimized for conversation. Check out this free LLMOps course from industry expert Elvis Saravia of DAIR.AI!

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ODSC - Open Data Science

APRIL 3, 2023

Be sure to check out their talk, “ SQuARE: Towards Multi-Domain and Few-Shot Collaborating Question Answering Agents ,” there! One of the benefits of multi-agent systems, and in particular MetaQA, is that we can reuse pretrained agents already available in online model hubs, such as SQuARE.

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AssemblyAI

FEBRUARY 22, 2024

  Audio Intelligence models include a host of models for analyzing conversational data, such as Text Summarization, Content Moderation, Sentiment Analysis, Topic Detection, Entity Detection, PII Redaction, and more. Sentiment Analysis can track how agent and customer sentiment is trending throughout each section of the conversation.

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Chatbots Life

MAY 17, 2023

40% of people do not bother whether it is a chatbot or a human agent as long as their query is answered efficiently. A customer experience chatbot mimics human speech and works as an agent in many ways that make a win-win for both customers and the business. Moreover, agents may or may not be available 24/7 for customer interaction.

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Data Science Dojo

AUGUST 9, 2023

For example, LLMs can be fine-tuned to translate text between specific languages, to answer questions about specific topics, or to summarize text in a specific style. Autonomous agents: Autonomous agents are software programs that can act independently to achieve a goal.

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IBM Journey to AI blog

OCTOBER 10, 2023

When a user asks an assistant a question, watsonx Assistant first determines how to help the user – whether to trigger a prebuilt conversation, conversational search, or escalate to a human agent. When they ask this question to the assistant, the assistant recognizes this as a special topic and escalates to a human agent.

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Towards AI

JUNE 21, 2023

Below are some key concepts and topics included in the course: From Zero to Hero with LangChain: A comprehensive introduction to the essential concepts, set up, and usage of Large Language Models (LLMs), LangChain, and Deep Lake. Build an automated customer support agent. Build an automated customer support agent.

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Flipboard

OCTOBER 13, 2023

We recently held our annual Connect/Enterprise event and, for this very reason, artificial intelligence—particularly generative AI and LLMs—was a major topic of conversation both on and off the stage. … You have to learn, you have to adjust, and, if you’re not, you’ll have a problem to find a job.

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Chatbots Life

MAY 16, 2023

40% of people do not bother whether it is a chatbot or a human agent as long as their query is answered efficiently. A customer experience chatbot mimics human speech and works as an agent in many ways that make a win-win for both customers and the business. Moreover, agents may or may not be available 24/7 for customer interaction.

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ODSC - Open Data Science

JANUARY 2, 2024

These two co-located events represent an opportunity to dive even deeper into the topics and trends shaping these disciplines. Learn more about them below. Data Engineering Summit Our second annual Data Engineering Summit will be in-person for the first time! To learn more, or get your pass, check out our website here.

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AssemblyAI

APRIL 8, 2024

It includes sentiment analysis, topic detection, and content moderation, offering a comprehensive understanding of the emotional tone, subjects discussed, and content etiquette in voice data. This data-driven approach allows for personalized coaching and development, ensuring agents are well-equipped to handle customer inquiries.

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Dataconomy

AUGUST 31, 2023

Artificial intelligence (AI) is one of the most frequently discussed topics nowadays. Right, they want to resolve their issues fast, preferably without having to switch between agents and repeating the same complaints over and over again. Yet, it puts a burden on customer support agents. How can we use it for content generation?

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Towards AI

OCTOBER 17, 2023

In other news, XLANG Lab has unveiled Lemur-70B and its chat variant, with the goal of developing a model that excels in text generation, coding capabilities and agent tasks. Introducing Lemur: Open Foundation Models for Language Agents XLANG Lab introduced Lemur-70B, a new open-source LLM. million downloads and $4.6

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Flipboard

AUGUST 7, 2023

As chatbots become more sophisticated, however, they may inadvertently help individuals with malicious intent to upskill on topics that empower them to do harm. At the extreme, biological design tools could allow the design of biological agents with unprecedented properties. And the more who try, the more who will eventually succeed.

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Mlearning.ai

JUNE 17, 2023

Vector databases are a vast and complex topic, and discussing them in detail is beyond the scope of this article. Simplifying Data Extraction with LangChain Agents Retrieving data from a database is seldom a straightforward endeavor. In these cases, an agent serves as the control center, equipped with a suite of tools.

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Data Science Blog

APRIL 25, 2023

And at least to me, learning AI technologies by explaining them to someone, which require thorough survey on learning topics, have been very effective to me. Even though I thought I was just struggling with explaining a certain topic, I usually realize that I gained better understanding on other parts I did not care so much.

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ODSC - Open Data Science

SEPTEMBER 19, 2023

Agent and Automation Discover transformative AI-drive agent systems that can help your organization enhance efficiency, decision-making, and customer engagement. Explore how you can leverage advanced LLM agents to empower business with cutting-edge intelligent automation.

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Data Science Dojo

OCTOBER 7, 2023

LangSmith and LangChain in LLM applications Assists developers in prototyping LLM applications and Agents, providing tools that ease the development process. This could be anything from a single call to an LLM, chain, or agent. Your task is to help your colleague to come up with amazing, attractive and trending blog topics.

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Mlearning.ai

AUGUST 11, 2023

The goal is to utilize ML-Agents with C# and Unity engine to make a couple of ML projects, obviously with visualization. Though 2 years old and might work on an older version of the ML Agents Package. Next one needs to use Package Manager to download the ML-Agents Package. Until net time. Part 01 of ML Implementation.

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ODSC - Open Data Science

NOVEMBER 2, 2023

Trending AI GitHub Repos: Week of October 23, 2023 This week’s trending AI GitHub repos are all about file management, visual instruction, and intelligent agents. Meta’s Llama 2 improves over the original in plenty of ways, such as improved text generation, translation, and code generation.

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AssemblyAI

JANUARY 24, 2024

Audio Intelligence models such as Summarization, Topic Detection, and Sentiment Analysis, as well as frameworks for applying LLMs to spoken data like LeMUR , can be used to help build such tools. Topic Detection identifies common topics in a transcription text, helping users understand context and identify buying patterns.

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ODSC - Open Data Science

DECEMBER 7, 2023

Solution Showcase talks and Keynote Talks are available for free , while deep dives into topics with training sessions and workshops are available for purchase. ODSC West is done and we’ll have to wait another year to gather together live in San Francisco. In the meantime, recordings of our virtual sessions are now available on demand!

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Snorkel AI

DECEMBER 12, 2023

DialogflowCX excels in enabling natural, multi-turn dialogues, allowing virtual agents to navigate various topics, conduct transactions, and provide consistent, around-the-clock service across numerous channels. From within the DialogflowCX console, go to the agent settings page for your agent.

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ODSC - Open Data Science

SEPTEMBER 28, 2023

9 Open Source LLMs and Agents to Watch These are some interesting and new LLMs and LLM agents that we are following and that you should be too. 10 Trending Topics Coming to ODSC West 2023 With topics like monitoring drift, AI in gaming, and LLMs, these are a few trending topics coming to ODSC West in a few weeks.

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Dataconomy

FEBRUARY 28, 2024

This frees up your human customer service agents to tackle the truly complex issues where their expertise shines. It provides features like seamless transitions to live agents and detailed analytics to understand how your chatbot is performing Dialogflow by Google : Want to build a seriously customized chatbot?

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ODSC - Open Data Science

OCTOBER 26, 2023

With the rapid advance of AI across industries, responsible AI has become a hot topic for decision-makers and data scientists alike. Now if you’re interested in this topic, Sarah Bird, PhD, Global Lead for Responsible AI Engineering at Microsoft will be speaking at ODSC West in a few short weeks.

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AssemblyAI

NOVEMBER 30, 2023

  Analyze findings from the aggregated data across all agent-customer conversations to inform strategic decisions about agent training, branding, and customer satisfaction.  Audio Intelligence models can include Sentiment Analysis, Summarization, Topic Detection, Content Moderation, and more. 

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Snorkel AI

DECEMBER 12, 2023

DialogflowCX excels in enabling natural, multi-turn dialogues, allowing virtual agents to navigate various topics, conduct transactions, and provide consistent, around-the-clock service across numerous channels. From within the DialogflowCX console, go to the agent settings page for your agent.

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ODSC - Open Data Science

AUGUST 17, 2023

Dynalang: Uniting Language Understanding and Future Prediction in Agent Learning Dynalang is an innovative agent that is engineered to master a multimodal world model by leveraging diverse language inputs.

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ODSC - Open Data Science

JANUARY 15, 2024

Now you can hear about the latest advances in AI topics and tools from core contributors, practitioners, and researchers wherever you are and whatever you might be doing. We’ll be covering a wide range of topics from generative AI and LLMs to data visualization and data literacy.

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AssemblyAI

JANUARY 23, 2023

Conversational Intelligence AI is different from Conversational AI, which refers to technology that imitates human conversations, such as virtual agents or website chatbots. Product teams use Topic Detection and Entity Detection models to build Conversational Intelligence tools that identify trends, inform strategy, and increase ROI.

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