README

Examples

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This folder will contain an ever-growing set of examples.

The key with examples is that they should always work. The failure mode of examples folders is that they get quickly deprecated.

Examples are:

• Easy to maintain
• Easy to maintain examples are simple
• Use case examples are fine, technology is better

folder structure
- basic_functionality - notebooks with simple walkthroughs
- advanced_functionality - notebooks with advanced walkthroughs
- deployments - how to deploy places
- use_with - chroma + ___, where ___ can be langchain, nextjs, etc
- data - common data for examples

💡 Feel free to open a PR with an example you would like to see

Basic Functionality

• Examples of using different embedding models
• Local persistance demo
• Where filtering demo

Advanced Functionality

• Clustering
• Projections
• Fine tuning

Use With

LLM Application Code

• Langchain
• LlamaIndex
• Semantic Kernal

App Frameworks

• Streamlit
• Gradio
• Nextjs
• Rails
• FastAPI

Inference Services

• Brev.dev
• Banana.dev
• Modal

LLM providers/services

• OpenAI
• Anthropic
• Cohere
• Google PaLM
• Hugging Face

Inspiration

• The OpenAI Cookbook gets a lot of things right