DataFrame Structured Data Extraction - LlamaIndex
Our OpenAIPydanticProgram is a wrapper around an OpenAI LLM that supports function calling - it will return structured outputs in the form of a Pydantic object. We import our DataFrame and …
Process Pandas DataFrames with a Large Language Model
Mar 22, 2024 · Nowadays, it is easy to use different large language models (LLMs) via the web interface or the public API. But can we seamlessly integrate LLM into the data analysis …
How to Run Llama-3.1 Locally Using Python and Hugging Face
Jul 30, 2024 · In this blog, I will guide you through the process of cloning the Llama 3.1 model from Hugging Face🤗 and running it on your local machine using Python. After which you can …
Query Pipeline over Pandas DataFrames - LlamaIndex
This is a simple example that builds a query pipeline that can perform structured operations over a Pandas DataFrame to satisfy a user query, using LLMs to infer the set of operations. This can …
Using Llama’s LLM in Python (with Ollama): A Step-by-Step Guide
Dec 16, 2024 · In this article, I’ll show you how to build a simple command-line chat application in Python, mimicking ChatGPT using Llama by Meta. You’ll also learn how to run models locally …
Ollama Tutorial: Your Guide to running LLMs Locally
Apr 30, 2025 · Python Programming(Free) Numpy For Data Science(Free) Pandas For Data Science(Free) Linux Command Line(Free) ... Ollama is an open-source tool that simplifies …
Analyze Pandas Dataframes with OpenAI and LlamaIndex
May 4, 2023 · LlamaIndex is used to connect LLMs with external data. In this tutorial, we will show you how to use the OpenAI GPT-3 text-davinci-003 model to query structured data and more …
LLaMA 3.1 Python Example: A Guide to Implementing Meta’s AI Model
Nov 27, 2024 · Python is one of the most common programming languages used to implement LLaMA 3.1, thanks to its integration with popular machine learning libraries like PyTorch and …
Building a RAG Application Using LlamaIndex - KDnuggets
Apr 21, 2025 · It acts as a bridge between custom data sources and large language models, streamlining data ingestion, indexing, and querying. With built-in support for various data …
Run Llama 3 with PandasAI and Ollama Locally - Medium
May 8, 2024 · What is PandasAI,Llama 3 and Ollama. PandasAI: This library bridges the gap between Pandas DataFrames and LLMs, allowing you to interact with your data using natural …
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