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Streamlit Chat UI — Topic Summaries

AI-powered summaries of 3 videos about Streamlit Chat UI.

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Chat With Your Database! Build a Local SQL AI Agent to Query Databases (LangChain & Ollama)

Venelin Valkov · 3 min read

A fully local “chat with your database” agent can translate natural-language questions into SQL, run the queries against a local SQLite database, and...

Local SQL AgentLangChain ToolsOllama Tool Calling

Use DeepSeek-R1 to Chat with Your Files Privately: 100% Local AI Assistant with Ollama

Venelin Valkov · 2 min read

A fully local “chat with your files” assistant is now practical by combining DeepSeek-R1 running locally with a lightweight app that ingests PDFs and...

Local AI AssistantDeepSeek-R1Ollama Deployment

100% Local RAG with DeepSeek-R1, Ollama and LangChain - Build Document AI for Your Private Files

Venelin Valkov · 2 min read

A practical way to make local RAG work reliably on long documents is to retrieve the right text chunks—then feed only those chunks (plus chat...

Local RAGHybrid RetrievalDocument Chunking