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4 from langchain.agents import initialize_agent, Tool, AgentType 5 6 # Initialize OpenAI chat model (replace with your API key) 7 llm = ChatOpenAI(model="gpt-3.5-turbo", api_key="replace with your actual OpenAI API key") 8 9 # Step 1: Define Chunking and Summarization Prompt Template...
LLM techniques together with LangChain are a great way to reduce the amount of text while maintaining the most important parts of the message. This is why today we will cover two basic — but really useful — use cases of LangChain to deal with text. Summarization:Express the most important...
LangChain Text Summarization and Image Generation replicatetexttoimagelarge-language-modelschatgptlangchainstability-ailangchain-js UpdatedMay 16, 2023 TypeScript This Repository contains mini projects purely made Using Python. email-validationyoutube-downloaderqrcode-generatortypingspeedtesttexttoimagephone-num...
For a URL Summarization, we load the web page content when end-user enters a URL into the plugin usingWebBaseLoaderwhich in return loads the page data and passes into the RetrievalQA chain. When a question is being asked in the retreival QA chain , we try to get a concise summary...
Ahmad K, Pogorelov K, Riegler M, Conci N, Halvorsen P (2019) Social media and satellites: disaster event detection, linking and summarization. Multimedia Tools Appl 78:2837–2875 MATH Google Scholar Ahmad K, Ayub M, Khan J, Ahmad N, Al-Fuqaha A (2022) Social media as an instant sou...
AUTOATTACKER consists of multiple modules that interact iteratively with the LLM to construct complex attack sequences using functions such as summarization, planning, and action selection. AURORA (Wang et al. 2024e) is another automatic end-to-end framework for cyberattack construction and emulation...
After that model is trained using machine learning or deep learning algorithms. In the case of clinical notes summarization abstractive or extractive summarization techniques will be applied to get the summary of clinical notes which will be helpful for the physicians to make decisions related to the...
landscape, the demand for models capable of breaking down intricate pieces of text into manageable, proposition-level components has never been more pronounced. This capability is particularly critical in improving language models used for summarization, information retrieval, and ...
natural-language-processingpillownltktext-summarizationgoogle-text-to-speechtext-to-imageduckduckgo-searchgoogle-speech-recognitionstreamlit-webapphuggingface-modelsgenerative-ailangchainjina-chat UpdatedAug 12, 2023 Python Примерголосовогопомощникана Python для Skillbox ...