BRICS AI Economics

Tag: LangChain

post-image
Jun, 25 2026

Retrieval Augmentation on Open-Source LLMs: Tooling and Best Practices

Emily Fies
9
A practical guide to implementing Retrieval-Augmented Generation (RAG) with open-source LLMs. Covers core architecture, essential tools like LangChain and vLLM, vector databases, and best practices for reducing hallucinations.
post-image
Jul, 11 2025

Interoperability Patterns to Abstract Large Language Model Providers

Emily Fies
10
Learn how to abstract LLM providers using proven interoperability patterns like LiteLLM and MCP to avoid vendor lock-in, cut costs, and maintain reliability across models without rewriting your app.

Categories

  • AI Engineering (83)
  • Business (65)
  • Strategy & Governance (15)
  • Security (14)
  • Biography (7)

Latest Courses

  • post-image

    MMLU for Large Language Models: What It Measures and What It Misses

  • post-image

    Prompt Injection Risks in Large Language Models: Attacks and Defenses

  • post-image

    Controlling Length and Structure in LLM Outputs: Practical Decoding Parameters

  • post-image

    Cost-Quality Frontiers: Selecting the Best Large Language Model for ROI in 2026

  • post-image

    How AI High Performers Capture Value from Generative AI: Workflow Redesign and Scaling

Popular Tags

  • vibe coding
  • large language models
  • generative AI
  • prompt engineering
  • AI coding assistants
  • vLLM
  • attention mechanism
  • multimodal AI
  • LLMs
  • rapid prototyping
  • Generative AI
  • LLM fine-tuning
  • AI coding
  • LLM compression
  • vibe coding security
  • responsible AI
  • AI development tools
  • prompt injection
  • RAG architecture
  • LangChain
BRICS AI Economics

© 2026. All rights reserved.