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Updating the list of notebooks examples
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NivekT committed Aug 16, 2023
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3 changes: 1 addition & 2 deletions examples/notebooks/LanceDBExperiment.ipynb
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Expand Up @@ -171,8 +171,7 @@
" query_args=query_args_adv,\n",
" \n",
")\n",
"\"\"\"\n",
"print(\"\")"
"\"\"\""
]
},
{
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13 changes: 12 additions & 1 deletion examples/notebooks/README.md
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Expand Up @@ -13,9 +13,13 @@ have something to share.
### LLM

#### Single Model Examples
- [OpenAI Chat Experiment](OpenAIChatExperiment.ipynb) shows how you can experiment with OpenAI with different parameters.
- [OpenAI Chat Experiment](OpenAIChatExperiment.ipynb) shows how you can experiment with OpenAI with different models and parameters.
- [OpenAI Chat Function Experiment](OpenAIChatFunctionExperiment.ipynb) shows how you can experiment with OpenAI's function calling API.
- [Anthropic Experiment](AnthropicExperiment.ipynb) shows how you can experiment with Anthropic Claude with different models and parameters.
- [LLaMA Cpp Experiment](LlamaCppExperiment.ipynb) executes LLaMA locally with various parameters and see how it does.
- [LLaMA Cpp Experiment](LlamaCppExperiment.ipynb) executes LLaMA locally with various parameters and see how it does.
- [HuggingFace Hub](HuggingFaceHub.ipynb) compares different OSS models hosted on HuggingFace.
- [GPT-4 Regression](GPT4RegressionTesting.ipynb) examines how the current version GPT-4 model compares with the older, frozen versions.

#### Head To Head Model Comparison

Expand All @@ -37,3 +41,10 @@ have something to share.
ranking correlation against an expected output.
- [Weaviate Experiment](WeaviateExperiment.ipynb) shows how you can easily try different vectorizers, configuration,
and query functions, and compare the final results.
- [LanceDB Experiment](LanceDBExperiment.ipynb) allows you to try different embedding functions, and query methods.

### Frameworks

- [LangChain Sequential Chain Experiment](LangChainSequentialChainExperiment.ipynb)
- [LangChain Router Chain Experiment](LangChainRouterChainExperiment.ipynb)
- [MindsDB Experiment](MindsDBExperiment.ipynb)

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