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Updated Supported LLM Region and Added Prerequisites
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README.md

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@@ -18,13 +18,14 @@ A dedicated section for constructing and deploying data pipelines and workflows
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Before you begin, ensure you have met the following requirements:
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- **Snowflake Account**: An active Snowflake account with Cortex functionalities enabled.
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- **Snowflake Account**: Ensure you have an active Snowflake account in a region where Cortex functionalities are supported. For detailed information, refer to the [Availability Region documentation](https://docs.snowflake.com/en/user-guide/snowflake-cortex/llm-functions#availability).
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- **Role Permissions**: ACCOUNTADMIN or equivalent role with permissions to create:
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- Stages
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- Databases
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- Other resources
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- **Python**: Version 3.7 or higher.
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- **Streamlit**: Installed on your local machine.
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- **Snowflake-CLI** : Install snowflake-cli through pip
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## Installation
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## Trademarks
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This project may contain trademarks or logos for projects, products, or services. SNOWFLAKE is a trademark of Snowflake Computing, Inc in the United States and/or other countries. Any use of third-party trademarks or logos are subject to those third-party's policies.
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src/settings_config.json

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"stage": "SF_AI_STAGE"
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},
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"default_settings": {
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"model": ["snowflake-arctic", "mistral-large", "reka-flash", "llama2-70b-chat", "gemma-7b", "mixtral-8x7b", "mistral-7b"],
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"model":[
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"claude-3-5-sonnet", "gemma-7b", "jamba-1.5-mini", "jamba-1.5-large",
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"jamba-instruct", "llama2-70b-chat", "llama3-8b", "llama3-70b",
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"llama3.1-8b", "llama3.1-70b", "llama3.1-405b", "llama3.2-1b",
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"llama3.2-3b", "mistral-large", "mistral-large2", "mistral-7b",
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"mixtral-8x7b", "reka-core", "reka-flash", "snowflake-arctic"
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],
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"fine_tune_models" : ["llama3-8b","llama3-70b","llama3.1-8b","llama3.1-70b","mistral-7b","mixtral-8x7b"],
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"temperature_min": 0.0,
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"temperature_max": 1.0,
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"max_tokens_max": 2000,
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"max_tokens": 200,
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"guardrails": false,
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"languages": ["en", "es", "fr", "de", "zh"],
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"languages":[
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"zh", "nl", "en", "fr", "de",
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"hi", "it", "ja", "ko", "pl",
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"pt", "ru", "es", "sv"
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],
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"logo_path" : "src/logo.webp",
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"embeddings" :{
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"EMBED_TEXT_768":["snowflake-arctic-embed-m-v1.5","snowflake-arctic-embed-m","e5-base-v2"],
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"EMBED_TEXT_1024":["nv-embed-qa-4","multilingual-e5-large","voyage-multilingual-2"]
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}
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}
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}
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}

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