llama_index/embeddings/base.py This response is meant to be useful and save you time. It is not meant to be a precise solution, but rather a starting point for your own research. Help me be more useful! Please leave a 👍 if this is helpful and 👎 if it is irrelevant. If you ...
2 """ 3 Get embeddings using the Voyage AI API. 4 5 Args: 6 docs (List[str]): List of texts to embed 7 input_type (str): Type of input to embed. Can be "document" or "query". 8 model (str, optional): Model name. Defaults to "voyage-lite-02-instruct". 9 10 Returns:...
This solution was suggested in a similar issue in the LlamaIndex repository: Dimensionality of query embeddings does not match index dimensionality. As for adding data to ChromaDB using LlamaIndex, you can use the add method of the ChromaVectorStore class. This method takes a list of NodeWithE...
LLaMa 2 is Meta’s (previously Facebook) transformer-based LLM that was released in 2023. Compared to its LLaMa 1 predecessor, this family of LLMs is partially “open source.” While its starting code and model weights are accessible to researchers and developers, there are licensing restrictio...
You are a Q&A assistant. Your goal is to answer questions as accurately as possible based on the instructions and context provided. """## Default format supportable by LLama2query_wrapper_prompt=SimpleInputPrompt("\<|USER|\>{query\_str}\<|ASSISTANT|\>")!huggingface-cli login ...
We will be evaluating the text-embedding-ada-002 and text-embedding-3-small (we will call them ada-002 and 3-small in the rest of the tutorial) embedding models from OpenAI, so first, let’s define a function to generate embeddings using OpenAI’s Embeddings API: 1 def get_embeddings(...
Generative AI (Gen AI) is shaping the future of marketing. In the next decade, Gen AI will influence how marketers interact and communicate with customers,
GET http://localhost:1234/v1/models POST http://localhost:1234/v1/chat/completions POST http://localhost:1234/v1/completions POST http://localhost:1234/v1/embeddings You can now use this address to send requests to the model using tools like Postman or your own code. Here’s an example...
PaLM 2. A more advanced LLM than its predecessor PaLM, PaLM 2 is the LLM that powers Google Bard, the most ambitious chatbot to compete with ChatGPT. LLaMa 2. Developed by Meta, LLaMa 2 is one of the most powerful open-source LLMs in the market. To know more about this and other ...
fleet of accelerators. We encourage you to take a look at Trainium and other Neuron devices like AWS Inferentia to reap the benefits of purpose-built Amazon silicon for ML workloads. Get started easily with one of the many tutorials featuring different models, like...