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## Description of changes `lifecycle` blocks don't allow variables. Right now our example deployment for AWS doesn't work. @tazarov has a fix for this and a few other things in https://github.com/chroma-core/chroma/pull/1173 but I'd like to get the basic fix out before the weekend. ## Test plan local `terraform init` failed before, now works. ## Documentation Changes *Are all docstrings for user-facing APIs updated if required? Do we need to make documentation changes in the [docs repository](https://github.com/chroma-core/docs)?*
Examples
Searching for community contributions! Join the #contributing Discord Channel to discuss.
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