Fernando Silva’s Post

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🌐 Mobile & Web Developer | 📱 Flutter (>5 yrs) | React (>3 yrs) | REST APIs | 🎯 Dart | JS | HTML | 🎨 CSS | 🌍 English Level B2

🚀Hello! I would like to share my latest project that improves chat capabilities through the integration of various technologies! Thank you, Gonzalo Pozzo, for your great Twitch streams that inspired me. 🔗 I’ve implemented a chat trigger node in n8n to activate workflows based on user inputs, enabling dynamic interactions. 🤖 Using Mistral AI’s small model, I ensure contextually relevant responses. User queries are transformed into embeddings, maintaining context throughout the conversation. 📊 I leverage PineCone for vector storage and retrieval, calculating similarity between user queries and stored embeddings. This allows me to quickly pinpoint the most relevant information. 🛠️ By indexing knowledge documents contained in Google Docs and segmenting the text into fragments, I convert them into embeds for efficient storage. This structured approach enhances my Chatbot, making it more responsive and insightful. I’m still  working on more updates and refining this system! For more details, visit my project section. #n8n #MistralAI #PineCone #Chatbot #Flutter

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