Foundation Development Frameworks

Foundation Development Frameworks

8 posts

Llama-Stack

Llama-Stack

Meta's enterprise-grade AI development platform combining hardware optimization, model management, and agentic systems in a unified stack for building production-ready AI applications.

DSPY

DSPY

Stanford's innovative approach to prompt engineering, replacing manual optimization with algorithmic methods to make LLM interactions more reliable and cost-effective.

Guidance

Guidance

Addressing the challenge of unpredictable LLM outputs, Guidance transforms prompt engineering from an art to a programming discipline through structured templates and precise control mechanisms.

OpenAI Assistants API

OpenAI Assistants API

The OpenAI Assistants API is a framework for creating purpose-built AI assistants with integrated capabilities for tool use, code interpretation, and knowledge retrieval. It provides a structured way to create stateful assistants that can maintain conversations and execute complex tasks.

Microsoft Semantic Kernel

Microsoft Semantic Kernel

Microsoft Semantic Kernel is an open-source orchestration framework that integrates Large Language Models (LLMs) with conventional programming languages. It enables developers to combine AI capabilities with traditional software development patterns.

Langchain

Langchain

LangChain's rise to prominence mirrors the evolution of the AI framework ecosystem itself. What started as a simple tool for chaining LLM prompts has grown into a comprehensive framework that shapes how developers think about AI applications.

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