DSPy
dspy.ai
Automated prompt optimization framework for building AI Agents
Description
Program, don’t prompt,your LLMs. · The framework for programming—rather than prompting—language models. · Compose programs with reusable primitives. · Define a task. Grow it into a system. · Built in the open, since Dec 2022.
DSPy is an open-source Python framework that enables developers to build language model applications using modular and declarative programming. It automates prompt engineering and model selection, allowing developers to focus on high-level logic rather than manual prompt crafting. DSPy optimizes prompts and models based on specified metrics, making AI systems more reliable, scalable, and efficient.
Features
AUTOMATED PROMPT OPTIMIZATION
DECLARATIVE PROGRAMMING
MODULAR ARCHITECTURE, CONTINUOUS LEARNING
LLM-AGNOSTIC DESIGN
SCALABILITY
PERFORMANCE METRICS INTEGRATION
Use cases
BUILDING COMPLEX AI PIPELINES
OPTIMIZING RETRIEVAL-AUGMENTED GENERATION SYSTEMS
AUTOMATING CUSTOMER SUPPORT CHATBOTS
CREATING PERSONALIZED RECOMMENDATION SYSTEMS
DEVELOPING INFORMATION EXTRACTION TOOLS
Specs
| Type | Agent |
| Section | Agent frameworks |
| Pricing | free |
| Platform | Command line |
| Systems | cli, api, web |
| Who for | команды и бизнес |
| Site language | en |
| Rating | 0.00 (0 reviews) |
| Views | 414 |
| Launched | 2024-11-22 |
