Ollama — Topic Summaries
AI-powered summaries of 16 videos about Ollama.
16 summaries
the ONLY way to run Deepseek...
Running DeepSeek locally can keep prompts off third-party servers, but “local” isn’t automatically the same as “locked down.” The core message is...
Ollama meets LangChain
Running Ollama models locally turns LangChain into an on-device workflow: Python code can call a local LLaMA-2 instance through an API, generate...
End To End RAG Agent With DeepSeek-R1 And Ollama
An end-to-end Retrieval-Augmented Generation (RAG) app is built to answer questions from locally uploaded PDFs using DeepSeek R1 running through...
Function Calling with Local Models & LangChain - Ollama, Llama3 & Phi-3
Running function calling and structured JSON outputs locally is practical with smaller open models—especially Llama 3 8B on Ollama—and it enables...
Image Annotation with LLava & Ollama
A practical way to turn a cluttered screenshot folder into a searchable archive is to run a local vision-language model over each image and save the...
Build Your Own Private Assistant With OpenClaw And Ollama
A local, open-source “private assistant” workflow can replace many daily interactions with cloud chatbots by keeping prompts, outputs, and automation...
Gemma 2 - Local RAG with Ollama and LangChain
Running a fully local RAG pipeline with Gemma 2 is practical—and the fastest path starts with a clean indexing step, local embeddings, and a...
37% Better Output with 15 Lines of Code - Llama 3 8B (Ollama) & 70B (Groq)
A simple query-rewriting step inside a local RAG (retrieval-augmented generation) pipeline can materially improve answers—often by roughly 37%—even...
100% Free Claude Code | Run Claude Code with Local LLM with Ollama and Qwen 3.5
Running Claude Code locally with an Ollama-backed Qwen model can deliver practical coding assistance—especially when the task is narrowly scoped to...
100% Local PDF OCR with Docling and Ollama | PDF to Markdown with VLM (Nanonets-OCR-s)
A local, fully self-hosted pipeline can convert PDFs into Markdown by swapping out traditional OCR for a visual language model—specifically Docling...
DeepSeek-R1 0528 for 100% Local Chat with Your Files | Financial Document Analysis AI with Ollama
DeepSeek-R1 (distilled) running locally through Ollama can extract and summarize complex financial statements from a 10-page Nvidia earnings PDF with...
Gemma 3 Local Test with Ollama: Coding, Data Extraction, Data Labelling, Summarization, RAG
Gemma 3’s biggest practical win in local testing is its ability to deliver reliable, structured outputs—especially for coding, data extraction, and...
Build Private Chatbot wtih LangChain, Ollama and Qwen 2.5 | Local AI App with Private LLM
A fully local “private chatbot” workflow can be built by combining LangChain’s message orchestration (via LangGraph), Ollama for on-device model...
Gemini CLI - FREE? Claude Code by Google | First Look and NextJS RAG App Test
Gemini CLI lands as a free, open-source “developer-terminal” layer for Google’s Gemini Code Assist, pairing a ChatGPT-like coding workflow with a...
Build Local Long-Running AI Agent (Stop Your Agents from Getting Lost) | LangChain, Ollama, Pydantic
Long-running AI agents often lose their footing as tasks stretch across multiple context windows—hallucinations creep in, code can be rewritten or...
Build Private AI Assistant That Actually Remembers | Chatbot Memory with Ollama, LangChain & SQLite
A fully local chatbot can keep “memory” across restarts by writing each conversation turn into a local SQL database and re-injecting that history...