Summary of Chat with your PDF Chatbot: All OPEN SOURCE (Runs on CPU)
The video discusses the development of a chatbot powered by generative AI using open-source tools. The speaker explains the use of frameworks like Lang chain for generative AI, sentence Transformers for creating embeddings, and Chroma DB for storing vectors. The chatbot uses a large language model to generate responses based on user prompts or queries. The video also mentions previous videos on similar topics and the need for input mechanisms on the Streamlit interface. The speaker plans to create a chatbot end-to-end in a two-video series, with the next video focusing on deployment on AWS or Azure using a Docker container. The prerequisites for the video include watching previous videos on similar topics. The speaker demonstrates the code for creating embeddings, displaying PDF files, and setting up a chat interface using Streamlit. The chatbot can generate responses based on user queries and previous interactions. The speaker highlights the importance of controlling hallucination with language models and encourages viewers to extend the project for their own use. The code will be available on the speaker's GitHub repository for further exploration and development. The video concludes with a call to subscribe to the channel, share the video, and provide feedback or reach out through social media channels.
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Category
Technology