Unite.AI

OCTOBER 2, 2023

Chatgpt New ‘Bing' Browsing Feature Prompt engineering is effective but insufficient Prompts serve as the gateway to LLM's knowledge. However, crafting an effective prompt is not the full-fledged solution to get what you want from an LLM. Although advanced LLM has built-in mechanisms to recognize and avoid such outputs.

LLM 293

LLM Prompt Engineer Prompt Engineering Large Language Models 293

Analytics Vidhya

FEBRUARY 5, 2025

Which LLM subscriptions do you currently have? We all know that some models excel at content generation, others at image creation, while some are masters of data analysis. But what if […] The post Stop Overpaying – Get All LLMs for Just $10 on ChatLLM!

Data Analysis 178

Data Analysis LLM ChatGPT Generative AI 178

Unite.AI

MARCH 9, 2025

The retrieved data is then integrated into the original query, enriching the LLM context before generating a response. This approach enables applications such as chatbots with access to company data or AI systems that provide information from verified sources. The impact of these developments spans various fields.

Explainability 200

Explainability Large Language Models Data Analysis Chatbots 200

Marktechpost

MARCH 1, 2025

Current memory systems for large language model (LLM) agents often struggle with rigidity and a lack of dynamic organization. In A-MEM, each interaction is recorded as a detailed note that includes not only the content and timestamp, but also keywords, tags, and contextual descriptions generated by the LLM itself.

LLM 92

LLM Large Language Models Data Analysis AI Research 92

Unite.AI

MARCH 15, 2025

In this approach, it employs LLMs, including Anthropics Claude 3.5 The LLMs are augmented with deterministic scripts for data processing and system operations. Sonnet and Alibabas Qwen , to interpret natural language prompts and generate actionable plans. Additionally, Manus operates in a cloud-based asynchronous environment.

Large Language Models 320

Large Language Models AI AI Automation 320

Flipboard

MARCH 31, 2025

Flows empower users to define sophisticated workflows that combine regular code, single LLM calls, and potentially multiple crews, through conditional logic, loops, and real-time state management. Flows CrewAI Flows provide a structured, event-driven framework to orchestrate complex, multi-step AI automations seamlessly.

LLM 177

LLM Automation Generative AI AI Automation 177

Analytics Vidhya

JUNE 8, 2023

Introduction Imagine you’re working on a dataset to build a Machine Learning model and don’t want to spend too much effort on exploratory data analysis codes. You may sometimes find it confusing to sort, filter, or group data to obtain the required information.

Data Analysis 371

Data Analysis Machine Learning LLM Generative AI 371

Unite.AI

MARCH 29, 2025

It is ideal for applications that require reasoning and multimodal understanding, such as interactive assistants or data analysis tools. This enables the model to perform well in tasks that require both accuracy and explainability, such as financial analysis or legal document review. can be costly to operate. Sonnet Claude 3.7

Large Language Models 265

Large Language Models OpenAI Data Analysis Explainability 265

Marktechpost

MAY 26, 2024

If not the best, Google Gemini might be the most complete large language model (LLM), and we haven’t even scraped the surface of the Gemini Advanced. The free version of Google Gemini can already generate AI images, take voice commands, and let you upload images for analysis. With the latest Gemini 1.5

Data Analysis 114

Data Analysis Large Language Models LLM ChatGPT 114

AWS Machine Learning Blog

NOVEMBER 15, 2024

Oil and gas data analysis – Before beginning operations at a well a well, an oil and gas company will collect and process a diverse range of data to identify potential reservoirs, assess risks, and optimize drilling strategies. Consider a financial data analysis system.

LLM 112

LLM Data Analysis Python Generative AI 112

Analytics Vidhya

JUNE 19, 2024

Introduction LLMs are changing how we engage with technology today. They can be applied to data analysis, customer service, content creation, and other areas. These AI programs are able to comprehend and mimic human language. But for newcomers in particular, knowing how to use them could appear challenging.

Large Language Models 315

Large Language Models Data Analysis AI AI 315

Marktechpost

JULY 28, 2024

Some well-known LLMs are GPT-3, GPT-4, PaLM, LLaMA, and Qwen. These advancements have created a medium for LLM-powered agents that are now being developed to solve problems in search engines, software engineering, gaming, recommendation systems, and scientific experiments. If you like our work, you will love our newsletter.

Data Analysis 135

Data Analysis AI Modeling Data Science Artificial Intelligence 135

Unite.AI

NOVEMBER 22, 2023

The OpenAgents framework is built around three agents Data Agent : Helps with Data Analysis using data tools, and query languages like SQL, or programming languages like Python. Plugin Agents : Helps by providing access to over 200+ API tools helpful for daily tasks.

LLM 292

LLM Data Analysis Large Language Models Python 292

Unite.AI

NOVEMBER 6, 2024

Key Agent Types: Assistant Agent : An LLM-powered assistant that can handle tasks such as coding, debugging, or answering complex queries. This feature is invaluable for software engineering and data analysis tasks, as it minimizes human intervention and speeds up development cycles.

Automation 144

Automation Python Software Engineer AI 144

AWS Machine Learning Blog

MARCH 18, 2025

This transcription then serves as the input for a powerful LLM, which draws upon its vast knowledge base to provide personalized, context-aware responses tailored to your specific situation. LLM integration The preprocessed text is fed into a powerful LLM tailored for the healthcare and life sciences (HCLS) domain.

LLM 102

LLM NLP Data Integration AI 102

Marktechpost

MAY 7, 2024

This tailored scorer is designed to align with the LLM’s internal structure, ensuring the retrieved data is highly relevant to the query. In practical terms, BiomedRAG simplifies the integration of new information into LLMs by eliminating the need for complex mechanisms like cross-attention. Check out the Paper.

Large Language Models 111

Large Language Models Data Analysis LLM NLP 111

Marktechpost

JULY 21, 2024

In the rapidly developing field of Artificial Intelligence, it is more important than ever to convert unstructured data into organized, useful information efficiently. Recently, a team of researchers introduced the Neo4j LLM Knowledge Graph Builder , an AI tool that can easily address this issue. The steps involved are as follows.

LLM 130

LLM AI Tools Data Analysis Machine Learning 130

Unite.AI

JULY 2, 2024

Retrieval-Augmented Generation (RAG) is a technique that combines the power of LLMs with external knowledge retrieval. RAG allows us to ground LLM responses in factual, up-to-date information, significantly improving the accuracy and reliability of AI-generated content. What are LLM Agents?

LLM 157

LLM OpenAI Python Machine Learning 157

Marktechpost

NOVEMBER 23, 2024

Google Gemini is a generative AI-powered collaborator from Google Cloud designed to enhance various tasks such as code explanation, infrastructure management, data analysis, and application development. It’s ideal for those looking to build AI chatbots or explore LLM potentials.

DevOps 106

DevOps Data Analysis Large Language Models Generative AI 106

Marktechpost

DECEMBER 24, 2023

Data exploration is an important step in data analysis that extracts key insights using multiple steps such as filtering, sorting, grouping, etc. However, this process is generally interactive and requires the user to manually explore the data, making the process time-consuming and necessitating domain expertise.

LLM 132

LLM Automation Insight Engine Data Analysis 132

Marktechpost

JULY 2, 2024

Business data analysis is a field that focuses on extracting actionable insights from extensive datasets, crucial for informed decision-making and maintaining a competitive edge. Traditional rule-based systems, while precise, need help with the complexity and dynamism of modern business data.

Data Analysis 103

Data Analysis Large Language Models Business Intelligence Data Extraction 103

Marktechpost

FEBRUARY 5, 2024

In the rapidly evolving data analysis landscape, the quest for robust time series forecasting models has taken a novel turn with the introduction of TIME-LLM, a pioneering framework developed by a collaboration between esteemed institutions, including Monash University and Ant Group.

Machine Learning 136

Machine Learning LLM Data Analysis Natural Language Processing 136

ODSC - Open Data Science

SEPTEMBER 15, 2023

From uncovering hidden patterns to providing actionable recommendations, generative AI’s proficiency in data analytics heralds a new era where innovation spans the spectrum from artistic expression to informed business strategies. So let’s take a brief look at some examples of how generative AI can be used for data analytics.

Data Analysis 96

Data Analysis Generative AI Data Science AI 96

AssemblyAI

NOVEMBER 30, 2023

We’ll first need to transcribe the phone call so that it can be processed by an LLM. Extracting insights with LeMUR Now that we have the transcript, we can easily extract insights using LeMUR , AssemblyAI's framework for building LLM applications on audio data. We'll start by defining what we want the LLM to do.

Python 279

Python LLM Data Analysis Chatbots 279

Towards AI

FEBRUARY 11, 2025

Anthropic analyzed four million Claude conversations using an LLM agent to directly track how AI is used across different jobs and tasks. The data makes it clear that Claudes AI usage is highly concentrated in software-related professions, which account for 37.2% of all Claude interactions.

OpenAI 57

OpenAI LLM ChatGPT Automation 57

Unite.AI

MARCH 19, 2025

By providing a no-code interface and the ability to deploy multiple AI agents, it empowers non-technical users to automate tasks such as customer inquiries and data analysis. Otherwise, Relevance AI would just be another LLM! For AI analytics, instant report generation, and easy-to-use data visualization tools, choose Skills.ai.

Auto-complete 130

Auto-complete Automation AI AI 130

Unite.AI

NOVEMBER 14, 2023

Its advanced data analysis capabilities, customization options, and removal of usage caps make it a superior choice to its predecessors. They'll interact with LLM, providing training data and examples to achieve tasks, shifting the focus from intricate coding to strategically working with AI models.

Large Language Models 329

Large Language Models Software Engineer Computer Scientist ChatGPT 329

AWS Machine Learning Blog

NOVEMBER 12, 2024

Business question question = "Please provide a list of about 100 ETFs or ETNs names with exposure to US markets" # Generate a prompt to get the LLM to provide an SQL query SQL_SYS_PROMPT = PromptTemplate.from_template(tmp_sql_sys_prompt).format( NOTE : Outputs generated by LLMs are non-deterministic and may vary in your testing.

ESG 98

ESG Generative AI LLM Prompt Engineer 98

Marktechpost

JULY 3, 2024

In the dynamic world of technology, Large Language Models (LLMs) have become pivotal across various industries. Their adeptness at natural language processing, content generation, and data analysis has paved the way for numerous applications.

LLM 128

LLM Natural Language Processing Large Language Models Big Data 128

Towards AI

AUGUST 6, 2024

What happened this week in AI by Louie This week, our eyes were again on the rapid progress in LLM inference, in particular, the possibility of significantly reducing the cost for reused input tokens with context caching. We might labor this point a bit much, but the progress in inference compute prices for LLMs is truly unprecedented.

LLM 115

LLM Large Language Models Data Analysis OpenAI 115

Analytics Vidhya

OCTOBER 10, 2024

Introduction Language-Integrated Data Analysis (LIDA) is a powerful tool designed to automate visualization creation, enabling the generation of grammar-agnostic visualizations and infographics.

Automation 208

Automation Data Analysis Large Language Models LLM 208

Marktechpost

AUGUST 15, 2024

For protein sequence analysis, the model achieved higher accuracy in predicting protein stability and evolutionary constraints, significantly outperforming existing methods. Check out the Paper and Colab Tutorial. All credit for this research goes to the researchers of this project.

LLM 118

LLM Natural Language Processing Data Analysis Machine Learning 118

AI News

OCTOBER 7, 2024

Perhaps more strikingly, almost a quarter (22%) of respondents reported using GenAI or LLM tools such as ChatGPT and Claude for at least half of their idea submissions, with 8% employing these technologies for every single submission. Of those using GenAI, 47% are leveraging it specifically for idea generation. .”

Big Data 300

Big Data AI AI Data Analysis 300

Towards AI

AUGUST 6, 2024

Why LLM Agents? The demand for LLM agents arises from the limitations of traditional rule-based systems and the increasing complexity of tasks in modern applications. LLM agents, leveraging the vast knowledge and contextual understanding embedded within large language models, offer more flexible and intelligent solutions.

LLM 105

LLM Large Language Models Python Automation 105

Unite.AI

SEPTEMBER 12, 2023

As a result, from sample prep to instrumentation to data analysis, our Proteograph Product Suite helps scientists find proteome disease signatures that might otherwise be undetectable. Seer is leveraging machine learning at all steps from technology development to downstream data analysis.

Machine Learning 293

Machine Learning LLM Data Analysis Data Science 293

NVIDIA

MARCH 18, 2025

With NVIDIA CUDA-X libraries for data science, developers can significantly accelerate data processing and machine learning tasks, enabling faster exploratory data analysis, feature engineering and model development with zero code changes.

AI Development 104

AI Development AI Developer Machine Learning Chatbots 104

Unite.AI

MARCH 7, 2025

The company focuses on simplifying data analysis and providing real-time actionable insights, aiming to enhance efficiency and support innovation in IT management. Hawkeyes unique approach leverages the power of LLMs to guide incident analysis without ever sharing customer data with LLMs, ensuring a thoughtful and secure approach.

DevOps 157

DevOps Automation Data Analysis Generative AI 157