AI Agents & Agentic Systems
AI agents that take multi-step action, calling your tools and systems to complete tasks rather than just answering questions.
Explore serviceORCHESTRATION
LangChain
An open-source framework for composing language-model calls, tools and data sources into structured applications.
- Category Orchestration
- Used In 1 Cortex Service
Technology Overview
What Is LangChain?
LangChain is an open-source software framework that provides reusable building blocks — prompt templates, tool interfaces, memory and retrieval components — for assembling language-model-powered applications without writing every integration from scratch.
At a Glance
Key Capabilities
- LangChain provides abstractions for chaining prompts and model calls together, connecting models to external tools and data sources, and managing conversational memory across a multi-step interaction.
How Cortex Uses It
Cortex Texas AI uses LangChain, where appropriate, as an implementation framework when building agent and automation workflows, to reduce boilerplate integration code between a language model, its tools and a client's data sources.
- Accuracy
- Latency
- Cost
- Privacy
- Integration
- Multimodal Needs
- Reasoning Depth
Connectivity
Integration Scenarios
-
01
Common integration scenarios include AI agents that call multiple internal tools and APIs in sequence, and RAG pipelines that combine retrieval, prompt assembly and generation into one workflow.
Model Selection
The Right Model Depends on the Workload
LangChain is one of several orchestration frameworks available; Cortex Texas AI selects a framework, or builds custom orchestration code, based on what best fits a project's complexity and maintainability needs.
In Practice
Used In These Services
Ready to Explore What AI Can Do for Your Business?
Talk with our team about where AI and automation could realistically create value in your operations.