llm
11 items tagged with "llm"
Articles
Get started with Kontext Copilot
Kontext Copilot Installation
Change Models Path on Ubuntu for Ollama
FastAPI Streaming Response: Error: Did not receive done or success response in stream
Semantic Kernel with Local LLMs in C#/.NET
GenAI: Generate SQL from Text via Ollama Python Library on Local
Ollama: Error: could not connect to ollama app, is it running?
Diagrams
Agent2Agent vs. MCP (Model Context Protocol)
References: A2A ❤️ MCP \* Agents can be part of your agentic application or from third parties.
Building RAG Application with Embedding Models
This diagram illustrates how to build a RAG application with embedding models. Reference Embedding models · Ollama Blog
Semantic Search with FAISS
This diagram illustrates how to build a semantic search engine with FAISS (Facebook AI Similarity Search). Reference Semantic search with FAISS - Hugging Face NLP Course
Text to SQL using duckdb-nsql model via ollama
DuckDB-NSQL is a text-to-SQL model with 7 billion parameters, specifically created for generating SQL queries. It builds upon Meta’s original Llama-2 7B model, undergoing additional pre-training using a dataset of general SQL queries. Subsequently, it is fine-tuned on a dataset containing DuckDB text-to-SQL pairs. This diagram shows you how to use ollama Python client library to call REST APIs to convert text to SQL.