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Build intelligent agents quickly — inspired by the power of "Agentic workflows" and the Stanford DSPy paper. Seamlessly integrates with multiple LLMs and VectorDBs to build RAG pipelines or collaborative agents that can solve complex problems. Advanced features streaming validation, multi-modal DSPy, etc. We've renamed from "llmclient" to "ax" to highlight our focus on powering agentic workflows. We agree with many experts like "Andrew Ng" that agentic workflows are the key to unlocking the true power of large language models and what can be achieved with in-context learning. Also, we are big fans of the Stanford DSPy paper, and this library is the result of all of this coming together to build a powerful framework for you to build with.
Features
- Support for various LLMs and Vector DBs
- Prompts auto-generated from simple signatures
- Build Agents that can call other agents
- RAG, smart chunking, embedding, querying
- Convert docs of any format to text
- Automatic prompt tuning using optimizers
- Multi-modal DSPy supported
Project Samples
License
Apache License V2.0Follow Ax
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