According to the example:[Chroma - LlamaIndex 🦙 0.7.22 (gpt-index.readthedocs.io)](https://gpt-index.readthedocs.io/en/stable/examples/vector_stores/ChromaIndexDemo.html#basic-example-using-the-docker-container) Normally, we delete or modify a document based on our query, not based on th...
1 import getpass 2 MONGODB_URI = getpass.getpass("Enter your MongoDB connection string:") We will be using OpenAI’s embedding and chat completion models, so you’ll also need to obtain an OpenAI API key and set it as an environment variable for the OpenAI client to use: 1 import ...
If you are using the ChatOpenAI class, make sure to set the streaming parameter to True: llm = ChatOpenAI(temperature = 0, model="gpt-3.5-turbo-0613", streaming=True) You can find more details in this issue. If you are using the Ollama class in the LangChain framework, you can use...
Copy the Target URL and the Key token values. Make an API request using the <target_url>/v1/chat/completions API. For more information on using the APIs, see the reference section. Reference for Mistral large deployed as a service Chat API Use the method POST to send the request to the...
Once the answer is identified, it is sent to the LLM and later to the user. There are additional technical steps performed, which ensure better performance, low latency and accurate answers. This image illustrates Llama 2, an open source LLM. But other LLMs work in a similar fashion, ...
DigitalOcean’s 1-Click Models, powered by Hugging Face, makes it easy to deploy and interact with popular large language models such as Mistral, Llama, Gemma, Qwen, and more, all on the most powerful GPUs available in the cloud. Utilizing NVIDIA H100 GPU Droplets, this solution provides ...
Here’s how to set up Chattr: Follow these 5 steps: Install: chattr is not on CRAN as of this article. But you can install from GitHub. Load: Load chattr API Key: Set up your OpenAI API Key. Select a Model: For this demo I’m using gpt-3.5-turbo, denoted “gpt35”. But you...
This post explores the application of these advanced techniques on two large language models,CodeGen 1-7BandLlama 2-7B-Chat-FT, showcasing the potential for accelerated AI processing and efficiency. Join us as we unravel the details of this advancement and be sure to tr...
Examples include, Open AI’s ChatGPT, Gemini by Google, LLaMa by Meta (previously, Facebook), among others. We will be leveraging ChatGPT-4o across two methods here: Method 1: Using the GPT User Interface to parse payslips Method 2: Using the GPT API to parse payslips...
Replicate: It is a cloud platform that provides access to large open-source machine-learning models for deployment. Get Your Llama 2 API Token From Replicate To get a Replicate token key, you must first register an account onReplicateusing your GitHub account. ...