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| ## Examples | |
| > Searching for community contributions! Join the [#contributing](https://discord.com/channels/1073293645303795742/1074711539724058635) 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 | |
| ``` | |
| > π‘ Feel free to open a PR with an example you would like to see | |
| ### Basic Functionality | |
| - [x] Examples of using different embedding models | |
| - [x] Local persistance demo | |
| - [x] 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](https://github.com/openai/openai-cookbook) gets a lot of things right | |