{"categories":[{"label":"Artificial Intelligence","url":"https://skillfed.io/packages/category/scientific-engineering-artificial-intelligence/2"}],"enrichment":{"capability":"Connects LangChain applications to Ollama, enabling use of locally-run language models through a unified LangChain interface.","skillfed_tags":["langchain-integration","local-llm","ollama"],"use_cases":["Build a RAG pipeline that retrieves documents and generates answers using a locally-run model without cloud API calls.","Create a chatbot or agent that uses Ollama models through LangChain's standard chat and tool-calling interfaces.","Prototype LangChain applications offline or in air-gapped environments where cloud API access is unavailable.","Run inference on sensitive data using local models to avoid sending data to external services.","Experiment with different open-source models through Ollama while keeping the same LangChain application code."],"what_it_does":"This package is a LangChain integration that bridges your Python application to Ollama, a tool for running large language models locally. Instead of calling a remote API, you use LangChain's standard interfaces to interact with models running on your own machine or network via Ollama. It depends on langchain-core for the framework abstractions and ollama for the underlying model communication.\n\nThe integration lets you build LangChain applications\u2014chains, agents, RAG systems\u2014that use locally-hosted models rather than cloud-based APIs. This is useful when you need privacy, want to avoid API costs, or prefer to run models on your own hardware. The package is actively maintained, supports Python 3.10 through 3.14, and carries no known security vulnerabilities.","worth_installing":"Yes. This is a lightweight, actively maintained integration with no security issues, permissive licensing, and strong community backing. Install it if you want to use Ollama models within LangChain applications. The only prerequisite is having Ollama itself installed and running separately."},"id":"langchain-ollama","links":{"html":"https://skillfed.io/packages/langchain-ollama","md":"https://skillfed.io/packages/langchain-ollama.md","pypi":"https://pypi.org/project/langchain-ollama/"},"maintenance":{"status":"active"},"meta":{"latest_release":"2026-04-07","license_spdx":null,"license_treatment":"permissive","name":"langchain-ollama","python_support":"supports_current","summary":"An integration package connecting Ollama and LangChain"},"popularity":{"monthly_downloads":3121125,"position":2743,"tier":"top_5000"},"security":{"n_vulnerabilities":0},"version":"1.1.0"}