Building Essence Towards Personalized Knowledge Model - PKM
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Oct 20, 2024 - Jupyter Notebook
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faiss-vector-database
Here are 138 public repositories matching this topic...
Gemma2(9B), Llama3-8B-Finetune-and-RAG, code base for sample, implemented in Kaggle platform
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Jun 29, 2024 - Jupyter Notebook
An AI agent that writes SEO-optimised blog posts and outputs a properly formatted markdown document.
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Dec 2, 2024 - Python
Webapp to answer questions about my resume leveraging Langchain, OpenAI, Streamlit
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May 26, 2024 - Python
Q&A System using BERT and Faiss Vector Database
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May 21, 2024 - Python
This repo is for advanced RAG systems, each branch will represent a project based on RAG.
redis redis-cache chat-application cohere faiss rag groq llms generative-ai langchain chromadb chat-with-pdf cohere-api rag-implementation faiss-vector-database groq-api rag-pipeline advanced-rag
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Oct 15, 2024 - Python
It allows users to upload PDFs and ask questions about the content within these documents.
python pdf embeddings similarity-search gemini-api faiss streamlit chat-with-pdf faiss-vector-database gemini-15-pro gemini-15 gemini-15-flash faiss-cpu
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May 16, 2024 - Python
LLM App to demystify and summarize Terms and Conditions agreements
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Dec 12, 2024 - Jupyter Notebook
This is a RAG project to chat with your uploaded PDF , made using Langchain and Anthropic Claude 3 used as LLM , hosted using Streamlit
embeddings retrieval-chatbot streamlit vector-database large-language-models langchain anthropic-claude retrieval-augmented-generation retrieval-augmented-qa faiss-vector-database
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May 12, 2024 - Python
Generative AI projetc using LangChain for similarity search. Input 3 articles urls and ask something about the topic
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Jun 1, 2024 - Python
Advanced RAG pipeline using Re-Ranking after initial retrieval
reranking distilbert sentence-transformers gpt-3 llm retrieval-augmented-generation faiss-vector-database
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May 11, 2024 - Python
ChatPDF leverages Retrieval Augmented Generation (RAG) to let users chat with their PDF documents using natural language. Simply upload a PDF, and interactively query its content with ease. Perfect for extracting information, summarizing text, and enhancing document accessibility.
python chatbot openai chat-bot retrieval-chatbot faiss rag huggingface groq openai-api llm langchain large-language-model langchain-python retrieval-augmented-generation langsmith faiss-vector-database groq-api chat-with-your-data huggingface-embeddings
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Jul 28, 2024 - Python
Implementing LangChain concepts and building meaningful stuffs
openai flask-api assistant-chat-bots pinecone rag groq vector-database langchain langchain-python react-agents ollama langsmith openai-embeddings langchain-hub faiss-vector-database langchain-tools tavily llama3 ollama-embeddings firecrawl
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Dec 18, 2024 - Python
DocSpot - Connecting Students Together
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Dec 5, 2024 - JavaScript
An advanced AI-powered solution enhances network diagnostics by leveraging large language models (LLMs). It parses various logs to identify patterns and anomalies, providing actionable insights for diagnosing and resolving network issues efficiently. This simplifies analysis, enabling quicker and more accurate problem detection and resolution.
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Jul 31, 2024 - Python
The project is a LangChain-based demo application integrated with Google's Gemini API, built using the Streamlit framework. It allows users to input a query or search topic through a text box, which is processed by a language model to generate helpful responses.
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Sep 22, 2024 - Jupyter Notebook
LLM graph-RAG SQL generator for large databases with poor documentation
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Sep 12, 2024 - Python
Faiss with sqlite
sqlite faiss rag vector-search vector-database generative-ai genai retrieval-augmented-generation faiss-vector-database
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Sep 9, 2024 - Python
This project integrates RAG techniques with GPT-2 for advanced question-answering using BBC news articles. It employs FAISS for efficient document retrieval and SentenceTransformer for embeddings, providing detailed and contextually accurate answers by combining article content with publication dates.
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Sep 12, 2024 - Jupyter Notebook
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