# agentic AI applications

Published articles for agentic AI applications.

This is one page of public article previews, not the complete archive. Follow Next page to continue. Summaries are not the original full articles.

## Agent Development with CockroachDB using the LangChain Framework

DevFeed: [Agent Development with CockroachDB using the LangChain Framework](<https://devfeed.tech/articles/agent-development-with-cockroachdb-using-the-langchain-framework-23731.md>)

Original publisher: [Read original article](<https://cockroachlabs.com/blog/agent-development-cockroachdb-langchain>)

Author: David Bressler

Published: 2026-02-26T00:00:00Z

Content type: release

Language: en

Sources: [Cockroach Labs](<https://devfeed.tech/sources/cockroach-labs.md>)

Topics: [CockroachDB](<https://devfeed.tech/topics/cockroachdb.md>), [LangChain](<https://devfeed.tech/topics/langchain.md>), [agentic AI applications](<https://devfeed.tech/topics/agentic-ai-applications.md>), [Orchestration](<https://devfeed.tech/topics/orchestration.md>), [Python](<https://devfeed.tech/topics/python.md>), [Databases](<https://devfeed.tech/topics/databases.md>), [Retrieval-Augmented Generation](<https://devfeed.tech/topics/retrieval-augmented-generation.md>)

Tags: [agentic-ai-applications](<https://devfeed.tech/tags/agentic-ai-applications.md>), [cockroachdb](<https://devfeed.tech/tags/cockroachdb.md>), [langchain](<https://devfeed.tech/tags/langchain.md>), [orchestration](<https://devfeed.tech/tags/orchestration.md>), [pgvector](<https://devfeed.tech/tags/pgvector.md>), [postgresql](<https://devfeed.tech/tags/postgresql.md>), [python](<https://devfeed.tech/tags/python.md>), [retrieval-augmented-generation](<https://devfeed.tech/tags/retrieval-augmented-generation.md>)

### AI overview

CockroachDB describes its integration with LangChain for building production-oriented agentic AI applications in Python. The integration supports CockroachDB as a vector source and helps connect language models with CockroachDB data for retrieval and other multi-step application workflows.

### Source excerpt

Recently we launched an integration with LangChain, the most popular orchestration framework for developing applications with large language models, to simplify development of production-ready agentic AI applications with CockroachDB. This integration provides out-of-the-box support for CockroachDB as a vector source for any LangChain user using LangChain Python.

## What is agentic AI? An introduction to autonomous agents

DevFeed: [What is agentic AI? An introduction to autonomous agents](<https://devfeed.tech/articles/what-is-agentic-ai-an-introduction-to-autonomous-agents-12780.md>)

Original publisher: [Read original article](<https://www.redpanda.com/blog/what-is-agentic-ai-introduction-autonomous-agents>)

Author: Manish Hatwalne

Published: 2025-05-29T00:00:00Z

Content type: article

Language: en

Sources: [Redpanda](<https://devfeed.tech/sources/redpanda.md>)

Topics: [Artificial Intelligence](<https://devfeed.tech/topics/ai.md>), [AI Development](<https://devfeed.tech/topics/ai-development.md>), [Architecture & Design](<https://devfeed.tech/topics/architecture-design.md>)

Tags: [agentic-ai](<https://devfeed.tech/tags/agentic-ai.md>), [agentic-ai-applications](<https://devfeed.tech/tags/agentic-ai-applications.md>), [agentic-ai-architecture](<https://devfeed.tech/tags/agentic-ai-architecture.md>), [agentic-ai-challenges](<https://devfeed.tech/tags/agentic-ai-challenges.md>), [agentic-ai-system-components](<https://devfeed.tech/tags/agentic-ai-system-components.md>), [agentic-ai-vs-traditional-ai](<https://devfeed.tech/tags/agentic-ai-vs-traditional-ai.md>), [agents](<https://devfeed.tech/tags/agents.md>), [ai](<https://devfeed.tech/tags/ai.md>), [autonomous](<https://devfeed.tech/tags/autonomous.md>), [autonomous-agents](<https://devfeed.tech/tags/autonomous-agents.md>), [beginner](<https://devfeed.tech/tags/beginner.md>), [components](<https://devfeed.tech/tags/components.md>), [deploying-agentic-ai](<https://devfeed.tech/tags/deploying-agentic-ai.md>), [fundamentals](<https://devfeed.tech/tags/fundamentals.md>), [how-agentic-ai-works](<https://devfeed.tech/tags/how-agentic-ai-works.md>), [introduction](<https://devfeed.tech/tags/introduction.md>), [introduction-to-agentic-ai](<https://devfeed.tech/tags/introduction-to-agentic-ai.md>), [real-world-uses-of-agentic-ai](<https://devfeed.tech/tags/real-world-uses-of-agentic-ai.md>), [what-is-agentic-ai](<https://devfeed.tech/tags/what-is-agentic-ai.md>)

### AI overview

A beginner-friendly introduction to agentic AI and autonomous agents. It explains how these systems perceive environments, reason, make decisions, and act independently through iterative loops, contrasting them with traditional AI that follows fixed instructions. The article also introduces architectural components, deployment challenges, safety, ethics, and real-world applications.

### Source excerpt

A beginner-friendly introduction to agentic AI, its core components, challenges, and real-world uses. Read on.