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Showing posts from May 28, 2024

Sentiment Analysis with LangChain and LLM

  Here's a quick guide on how to perform sentiment analysis and other tasks using LangChain, LLM (Large Language Models), NLP (Natural Language Processing), and statistical analytics. Sentiment Analysis with LangChain and LLM 1. Install Required Libraries:    ```bash    pip install langchain openai transformers    ``` 2. Set Up OpenAI API:    ```python    import openai    openai.api_key = 'your_openai_api_key'    ``` 3. LangChain for Sentiment Analysis:    ```python    from langchain.llms import OpenAI    from langchain import Chain    # Initialize OpenAI LLM    llm = OpenAI(model="text-davinci-003")    # Define a function for sentiment analysis    def analyze_sentiment(text):        response = llm.completion(            prompt=f"Analyze the sentiment of the following text: {text}",   ...