.vscode bin chromadb api auth cli db experimental ingest logservice migrations proto quota rate_limiting segment server telemetry test utils __init__.py batch_utils.py data_loaders.py delete_file.py directory.py
You can use any high-performing embedding model from theembedding list. You can even create your custom embedding functions. In this section, we will use the line OpenAI embedding model called “text-embedding-ada-002” to convert text into embedding. ...
✅ Support more than all-MiniLM-L6-v2 as embedding functions (head over to Embedding Processors for more info) 🚫 Multimodal support ♾️ Much more! Installation pip install chromadb-data-pipes Usage Get help: cdp --help Example Use Cases This is a short list of use cases to evaluat...
In this sample, I demonstrate how to quickly build chat applications using Python and leveraging powerful technologies such as OpenAI ChatGPT models, Embedding models, LangChain framework, ChromaDB vector database, and Chainlit, an open-source Python package that is specifically designed to create ...
#include "ChromaDB/ChromaDB.h" int main() { std::unordered_map<std::string, std::string> metadata = { {"key1", "value1"}, {"key2", "value2"} }; std::shared_ptr<chromadb::EmbeddingFunction> embeddingFunction = std::make_shared<chromadb::OpenAIEmbeddingFunction>("openai-api-key...
In this sample, I demonstrate how to quickly build chat applications using Python and leveraging powerful technologies such as OpenAI ChatGPT models, Embedding models, LangChain framework, ChromaDB vector database, and Chainlit, an open-source Python package that is specifically designed to create ...
sys: This module provides access to some variables used or maintained by the interpreter and functions that interact with the interpreter. time: This module provides various time-related functions for time manipulation and measurement. openai: the OpenAI Python library provides convenient access to the...
In this sample, I demonstrate how to quickly build chat applications using Python and leveraging powerful technologies such as OpenAI ChatGPT models, Embedding models, LangChain framework, ChromaDB vector database, and Chainlit, an open-source Python package that is specifically designed to create ...
azurerm_user_assigned_identity: a user-defined managed identity used by the chatbot applications to acquire a security token to call the Chat Completion API of the ChatGPT model provided by the Azure OpenAI Service and to call the Embedding model. azurerm_container_registry: an Azure Container ...
In this sample, I demonstrate how to quickly build chat applications using Python and leveraging powerful technologies such as OpenAI ChatGPT models, Embedding models, LangChain framework, ChromaDB vector database, and Chainlit, an open-source Python package that is specifically designed to create ...