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Orchestrating an AI Agent Prototype with Hex, Dagster, and LangChain 🤖

The need for automation in data analysis, especially around complex topics like climate change, has never been greater. In this post, I’ll walk you through how I’m developing an Investigative Report AI Agent prototype as part of my Climate Resilience Data Platform. This agent processes large-scale online conversations

Unleashing Investigative Reporter AI Agents across a Data Platform: A Prototype

This prototype showcases an AI agent that investigates social conversations on climate change. It assesses discussions, gathers additional context from external tools, and generates summaries, demonstrating how AI can enrich data platforms with deeper insights.

Running a data mining operation using AI agents with Dagster and LangChain frameworks

Discover how we built a climate data platform using Dagster for orchestration, LangChain for AI agents, and OpenAI for data enrichment. The platform mines media articles and tracks social network conversations to analyze evolving climate narratives across time and geography.

The Geography of Climate Discourses

Explore how climate change conversations differ across the U.S. with a map highlighting dominant discourse types in each state. See how regional attitudes shape the discussion on this issue.

Enforcing Structure and Assembling Our AI Agent

Conversations Analyzer - Part 3 of 3 📚The Conversations Analyzer series: - Part 1: Building up a Local Generative AI Engine with Ollama, Fabric and OpenWebUI - Part 2: Optimizing and Engineering LLM Prompts with LangChain and LangSmith - Part 3: Enforcing Structure and Assembling our AI Agent This is

Optimizing and Engineering LLM Prompts with LangChain and LangSmith

Conversations Analyzer - Part 2 of 3 📚The Conversations Analyzer series: - Part 1: Building up a Local Generative AI Engine with Ollama, Fabric and OpenWebUI - Part 2: Optimizing and Engineering LLM Prompts with LangChain and LangSmith - Part 3: Enforcing Structure and Assembling Our AI Agent In my

The RepublicOfData.io Community

Dear Friends of RepublicOfData.io, Thank you for being a part of our RepublicOfData.io community! At some point in our journey, you showed interest in our mission, and for that, we are incredibly grateful. RepublicOfData.io began as a seed of intuition. Over the past year, it has evolved

Building up a Local Generative AI Engine with Ollama, Fabric and OpenWebUI

Conversations Analyzer — Part 1 of 3 📚The Conversations Analyzer series: - Part 1: Building up a Local Generative AI Engine with Ollama, Fabric and OpenWebUI - Part 2: Optimizing and Engineering LLM Prompts with LangChain and LangSmith - Part 3: Enforcing Structure and Assembling Our AI Agent For the past