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Description
Overview
Add a new section to the README and repository for LLM-related examples and AI workflow libraries.
Proposed Content
LLM Examples
- OpenAI API integration (GPT-4, ChatGPT)
- Anthropic Claude API
- LangChain workflows
- LlamaIndex for RAG applications
- Hugging Face Transformers
- Prompt engineering examples
- Vector database integration (Pinecone, Chroma, FAISS)
- Agent frameworks (AutoGPT, LangGraph)
AI Workflow Libraries
- Instructor (structured outputs)
- Guidance (constrained generation)
- DSPy (prompt optimization)
- LiteLLM (unified API)
- Semantic Kernel
Tasks
- Add LLM section to README
- Create example files for popular LLM libraries
- Add necessary dependencies to pyproject.toml
- Document usage and best practices
- Include error handling and rate limiting examples
Reference
Popular LLM libraries to consider:
- openai
- anthropic
- langchain
- llama-index
- transformers
- instructor
- guidance
- dspy-ai
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