Ollama openai api.
Ollama openai api For fully-featured access to the Ollama API, see the Ollama Python library, JavaScript library and REST API. , /completions and /chat/completions. Ollama 提供的 API 接口让开发者能够在本地直接调用大语言模型，不再需要依赖外部云服务。这种本地 API 的设计使得 Ollama 成为企业和个人开发者构建本地化大语言模型应用的理想选择。 Mar 11, 2025 · You signed in with another tab or window. cpp (on which ollama is based) yielded very fast response on test PC RTX 3070. com Single Agent Multi Agents UI An OpenAI API compatible LLM inference server based on ExLlamaV2. ai 堪称模型资源的宝库，在这里，你可以找到丰富多样的模型选择。 无论是用于自然语言处理的基础模型，还是针对特定领域如医疗、金融、教育等优化的专业模型，都能在这个平台上有 Feb 15, 2025 · You signed in with another tab or window. When you work on the portions of the app that don't require real replies from Azure OpenAI API, you can simulate the responses using Dev Proxy. md at main · ollama/ollama Explore how Ollama provides OpenAI API compatibility, including usage with Python libraries, JavaScript libraries, and REST API. Ollama 现在内置了与 OpenAI Chat Completions API 的兼容性，这使得在本地使用 Ollama 时可以使用更多的工具和应用程序。 设置. Using simulated responses allows you to avoid incurring unnecessary costs. Credentials Head to https://platform. txt 其中example 是名字，自己改 然后输入 ollama run example 不需要别的操作了，ollama默认支持openai api格式 Jan 31, 2025 · This flexibility allows o3‑mini to “think harder” when tackling complex challenges or prioritize speed when latency is a concern. app/v1) and paste it 다음은 Ollama 공식 블로그에서 제공하는 Ollama 와 OpenAI Chat Completions API 호환 코드입니다. 1. Oct 1, 2024 · It seems openai api allows extra query parameter, and other packages like vllm can make use of it to support custom args. Ollama 提供与 OpenAI API 部分的实验性兼容性，以帮助将现有应用程序连接到 Ollama。ollama. 3, DeepSeek-R1, Phi-4, Gemma 3, Mistral Small 3. Ollama 提供与OpenAI API部分的实验性兼容性，以帮助将现有应用程序连接到 Ollama。参考： ollama/docs/openai. 7k次，点赞45次，收藏34次。python三种API方式调用本地Ollama+DeepSeek：openai、requests、ollama api。_deepseek大模型下载到本地后,如何在python代码中调用 Oct 20, 2023 · We have deployed OLLAMA container with zephyr model inside kubernetes , so as a best practice we want to secure the endpoints via api key similar way to OpenAI , so is there any way to do this ? Oct 7, 2024 · 文章浏览阅读2. , ollama pull llama3 Apr 27, 2025 · Leveraging the Ollama OpenAI Compatibility API. Assumption: The code assumes Ollama is Mar 16, 2025 · 統一API設計 → OpenAI Agents SDKに準拠し、シームレスな移行が可能; 複数モデルの統合 → OpenAI (GPT-4o), Ollama, Claude, Gemini を同一のコードベースで使用; このライブラリを活用することで、異なるLLMを柔軟に組み合わせたエージェントの開発が可能となります。 Jul 21, 2024 · 5、OpenAI API 兼容-Ollama 是一个开源的大型语言模型服务, 提供了类似 OpenAI 的API接口和聊天界面,可以非常方便地部署最新版本的GPT模型并通过接口使用。 支持热加载模型文件,无需重新启动即可切换不同的模型。 Oct 26, 2024 · OpenAIライブラリからの利用. Ollama provides experimental compatibility with parts of the OpenAI API to help connect existing applications to Ollama. py 的主要差異 模型使用. Feb 18, 2024 · この記事では、OllamaのOpenAI APIに接続できる機能を活用して、Gemini-OpenAI-Proxyを通じてOpenAI APIのフォーマットをGeminiのフォーマットに変換し、Gemini Proと対話する方法について解説します。 API Section: Find and click on the "API" or "API Keys" section in the navigation menu. This allows many tools, libraries, and applications designed for OpenAI's services to work with your local Ollama instance with minimal, often trivial, modifications. openai. My first example duplicated a simple “Hello World” app I had previously written using the new SDK from OpenAI, demonstrating Ollama’s compatibility. Many models are compatible with the OpenAI API, and can be used with OpenAIModel in PydanticAI: OpenRouter; Grok (xAI) Perplexity; Fireworks AI; Together AI; Azure AI Foundry Feb 25, 2025 · Lastly, create an OpenAI API Key for the cloud model. This enables a model to answer a given prompt using tool(s) it knows about, making it possible for models to perform more complex tasks or interact with the outside world. Traceback (most recent call last): File "C:\Users\XXXXX\Desktop\newsfeed\hello. 1) Open a terminal window inside Jupyter. A workaround is to use Ollama Python client to send images or use the /api/generate endpoint as outlined on the ollama llava model page. OpenAI 兼容性是试验性的，可能会有重大调整，包括破坏性更改。有关 Ollama API 的全功能访问，请参阅 Ollama Python 库、JavaScript 库 和 REST API。 使用 OpenAI Python 库 Mar 16, 2025 · Ollama empowers you to acquire the open-source model for local usage. 🧩 Pipelines, Open WebUI Plugin Support: Seamlessly integrate custom logic and Python libraries into Open WebUI Structured Outputs with Ollama¶. Ollama提供了部分OpenAI API的实验性兼容性，以帮助将现有应用程序连接到Ollama。 { private static final String OLLAMA_API_URL Feb 11, 2024 · Explore how Ollama advances local AI development by ensuring compatibility with OpenAI's Chat Completions API. It does not Jun 10, 2024 · 效果; 说明. OpenAI 兼容性 2024 年 2 月 8 日. This might be labeled as "Generate API Key", "Create New Key", or something 在深入了解ollama如何与OpenAI API实现兼容之前，首先让我们简要回顾一下OpenAI API的核心功能。OpenAI API提供了广泛的人工智能服务，包括文本生成、语言理解、自动摘要、翻译等，这些服务大大降低了AI应用的开发门槛，使得开发者能够更加专注于创造性的工作。 Feb 1, 2025 · Step 7: Install a model locally with Ollama Since we'll use a locally installed LLM instead of OpenAI API to power the multi-agent system, we'll install and set up a local Ollama server where the model will serve. Running the demo app. py：使用本地運行 更新:新版ollama已经自带openai兼容api，不再需要按下文操作 ----- 我们在前面的文章中介绍了使用ollama零门槛玩转大模型，见下面链接： 使用ollama零门槛玩转大模型--金融大模型知识库实战（十二），文章中也提到… Sep 11, 2024 · So until the ollama team had it, you will need to convert your image in base64 by yourself. Jul 25, 2024 · Tool support July 25, 2024. Parameters: 现在很多开源工具都需要OpenAI API接入，可是我们用的LLM多种多样，那么应该怎么办呢？ 这就用到liteLLM了。 github: GitHub - BerriAI/litellm: Call all LLM APIs using the OpenAI format. OpenAI compatibility is experimental and is subject to major adjustments including breaking changes. 7 depends of the model, openai from 0 Feb 23, 2024 · When I start llama3 with ollama and use its OpenAI-compatible API (and add the options -> num_ctx parameter, setting it to 4096 or 8192 does not matter) and keep all other things identical -> used context size is hard limited to 2k. js SDK巧妙结合。文章会详细介绍从模型启动、依赖安装到SDK配置的全流程，还会教你开启实时响应，助力你在开发中充分发挥这一技术组合的优势。 Nov 19, 2024 · The response output structure between OpenAI and Ollama is different, once we are clear about the response structure, we will be more confident to guide the IDE AI to write the right code Mar 25, 2025 · Ollama provides experimental compatibility with parts of the OpenAI API to facilitate the integration of existing applications with Ollama. Feb 2, 2025 · 4. Jul 23, 2024 · This is valid for all API-based LLMs, and for local chat, instruct, and code models available via Ollama from within KNIME. Apr 22, 2025 · Learn how to create a chatbot that uses large language models (LLMs) locally or via OpenAI API. Follow the step-by-step tutorial with code examples and screenshots. 如果使用OpenAI风格API，确保正确 Oct 15, 2024 · 随着大语言模型（LLM）的快速发展，开发者对本地化部署和 API 兼容性的需求日益增加。Ollama 作为一个轻量级开源框架，通过兼容 OpenAI API 的接口设计，为本地运行 DeepSeek 等大模型提供了便捷途径。 Jun 10, 2024 · 效果; 说明. venv\Lib\site-packages\pydantic_ai\models\openai. from openai import OpenAI client = OpenAI Get up and running with Llama 3. Mar 12, 2025 · Learn how to run AI agents locally using Ollama, an open-source framework for large language models, and OpenAI Agents SDK, a framework for agent-based AI systems. py 和 ollama_main. Mar 11, 2024 · I'm using my own OpenAI-compatible embedding API, the runnable code: from llama_index. - ollama/docs/api. 1 model. Reload to refresh your session. Also, i recommend to use the regular api of ollama (the openai compatibility is experimenatl) if you can avoid the openai compatibility. ollama 的中英文文档，中文文档由 llamafactory. OpenAI; DeepSeek; Anthropic; Gemini (via two different APIs: Generative Language API and VertexAI API) Ollama; Groq; Mistral; Cohere; Bedrock; OpenAI-compatible Providers. 이에 따르면 사용자들은 이 플랫폼을 개인화된 AI 솔루션 구축에 활용할 수 있게 되며 OpenAI의 다양한 호출 방식(cURL, Python 라이브러리, Dec 26, 2023 · I don't know if this limitation exists with the api. Oct 15, 2024 · 01:30 - Introduction to Ollama; 02:10 - Installing Ollama and Downloading Models; 03:10 - Running a UI with Ollama; 04:20 - Using Ollama's HTTP API; 05:50 - OpenAI Compatible API Features; 06:40 - Next Steps with Ollama and Phi-3; Recommended resources. Aug 10, 2024 · Example curl requests for OpenAI's function calling API using a local Ollama docker container with the llama3. cpp from the founders of llama. This section might also be labeled as "Developer" or "Integrations". - ollama/docs/openai. md 在 main ·OLLAMA/OLLAMA 3. cn OpenAI 兼容性 API 端点. the trick is to work with smaller buffers and concatenate the outputs on multiple threads (max 3). Mar 18, 2024 · Hi, im trying this code: def llama_openaiv2(prompt, add_inst=True, #By default True, if you use a base model should write it as False model="llama2", temperature=0. For some LLMs in KNIME there are pre-packaged Authenticator nodes, and for others you need to first install Ollama and then use the OpenAI Authenticator to point to Ollama. cadn. 本文主要讲解如何通过Ollama在本地运行DeepSeek R1模型，并将其与OpenAI的Node. ollama 代理服务，支持opanai api形式和ollama自身api，添加简单的token认证 - douguohai/ollama-proxy. com to sign up to OpenAI and generate an API key. It's a fully-compatible drop-in replacement for the official API. 2) Install Ollama. md at main · ollama/ollama Jul 24, 2024 · 它的设计目的是为了让开发者能够以 OpenAI 的 API 格式与 Ollama 的模型进行交互。：相比 OpenAI 的格式，Ollama 的原生接口更简洁，适合直接与 Ollama 服务交互。：请求体和响应体的结构是 Ollama 自定义的，与 OpenAI 的格式不兼容。 Any chance you would consider mirroring OpenAI's API specs and output? e. You signed in with another tab or window. 7w次，点赞47次，收藏94次。Ollama 是一个基于 Python 的工具，专为本地调用大型语言模型而设计。它提供了用户友好的接口，使开发者能够在本地环境中快速加载和管理模型，简化了大模型的集成与使用流程。 Dec 22, 2024 · ollama와 open-webui는 공식 이미지를 사용합니다. Once you have selected the model from the library, you can use the ollama pull or ollama run to download the model. o3‑mini is rolling out in the Chat Completions API, Assistants API, and Batch API Explore resources, tutorials, API docs, and dynamic examples to get the most out of OpenAI's developer platform. Step 1: Ask the LLM a question and provide the function it can call to gather the required information. 이미지에 대한 더 자세한 정보는 다음 페이지에서 얻을 수 있습니다. Example using Ollama Python client: To use the llama3 model on Ollama, you can configure OpenAI provider configuration in settings and provide the OpenAI compatible endpoint URL and model name from Ollama. You signed out in another tab or window. py", line 106, in __init__ raise OpenAIError( openai. ollama pull llama2 使用方法 cURL Apr 16, 2024 · Implementing this would help to make vision tools built on OpenAI API compatible with Ollama. This compatibility is designed to help developers leverage the capabilities of the OpenAI API while utilizing the Ollama server API. Please correct any mistaken information. OpenAI 공식 문서의 예시 코드를 Ollama 환경으로 수정하여 사용자들이 로컬에서 OpenAI의 기능을 직접 활용할 수 있게 되었습니다. I'm swtiching from openai to ollama api, and with openai I need to calculate token size and subtract it from the total 4096. py：使用 OpenAI 的 API 獲取模型回應，需要網路連接和 API 密鑰。; ollama_main. The markdown data provides setup instructions, usage examples with cURL, OpenAI Python and JavaScript libraries, and guides on integrating with Vercel AI SDK and Autogen. chat_models 中的 ChatOpenAI 中的 ChatOpenAI（Chat 模型），其返回的结果 response 变量的结构，都比直接调用 OpenAI API 来得简单一些。 Jul 22, 2024 · 打开cmd输入 ollama create example -f Modelfile. You switched accounts on another tab or window. Copy the ngrok URL (e. py A browser window will open with instructions on entering your OpenAI API key, selecting a local model, and running either Minion or MinionS: （whisper语音识别+Ollama本地部署大模型翻译)，多缓冲区剪贴板神器Ditto让你的复制粘贴不再痛苦 快捷短语 保存密码 编程必备 Mar 14, 2025 · Installation Download Ollama from https://ollama. Give Feedback / Get Help: https Jun 26, 2024 · 文章浏览阅读6. - bjj/exllamav2-openai-server Uses Ollama model metadata information to set default prompting Oct 29, 2024 · 通过 Ollama 提供的 API 接口，开发者可以轻松地与本地部署的机器学习模型进行交互，实现文本生成、多轮对话等功能。Ollama 的 API 设计简洁明了，支持多种编程语言的集成，非常适合用于开发 AI 驱动的应用程序。希望本文能帮助你更好地理解和使用 Ollama API。 Nov 5, 2024 · my current implementation is using groq, so feels fast enough within 3 seconds whisper. Customize the OpenAI API URL to link with LMStudio, GroqCloud, Mistral, OpenRouter, and more. 🧩 Pipelines, Open WebUI Plugin Support: Seamlessly integrate custom logic and Python libraries into Open WebUI Oct 17, 2024 · What is the issue? Hi guys! Thanks for this fantastic tool. 構築したOllama APIサーバですが、実はOpenAI APIのJSON形式でやり取りができます。 ChatGPTと処理を共用できるので便利ですね。 OpenAI compatibility. openai. In this case, we want to know the current weather and provide the get_current_weather function definition. Feb 8, 2024 · Ollama is a local chatbot framework that supports the OpenAI Chat Completions API. Swap out OpenAI without changing your existing Agents SDK code. Mar 25, 2025 · Ollama provides experimental compatibility with parts of the OpenAI API to facilitate the integration of existing applications with Ollama. Customize the OpenAI API URL to link with LMStudio, GroqCloud, Mistral, OpenRouter, and more . It inherits from BaseOpenAILLMService and allows you to run various open-source models locally while maintaining compatibility with OpenAI’s API format. and use the streaming api so each sentence Feb 9, 2024 · Saved searches Use saved searches to filter your results more quickly Feb 8, 2024 · Ollama now offers built-in compatibility with the OpenAI Chat Completion API, enabling more tooling and application usage locally. 6k次，点赞5次，收藏20次。本文带大家实操大模型流式输出，在 OpenAI 和 Ollama API 中的具体实现。_ollama流式输出 Ollama Opea OpenAILike is a thin wrapper around the OpenAI model that makes it compatible with 3rd party tools that provide an openai-compatible api. Once you've done this set the OPENAI_API_KEY environment variable: Aug 29, 2024 · open-webui built-in API quick usage guide - OpenAI compatible ollama endpoint vs. The provided streamlit app runs an interactive demo of both the Minion and MinionS protocols. X版本可以正常运行。旧版本的openai的api调用方式不同，如果调用方式和openai的版本不匹配会报错。 Jan 30, 2025 · Ollama 提供与 OpenAI API 部分内容的实验兼容性，以帮助将现有应用程序连接到 Ollama。 介绍. open-webui endpoint After a while of puzzling this together, I asked Claude to summarize. 1 and other large language models. py", line 11, in <module> model = OpenAIModel( ^^^^^ File "C:\Users\XXXXX\Desktop\newsfeed\. I am using the token counts reported by the ollama openai-compatible API, so I am not counting them myself. Ollama now supports tool calling with popular models such as Llama 3. We will run ollama on windows and when you run ollama and see help command you get the following output. 이는 Ollama 사용자들에게 더욱 풍부한 AI 개발 환경을 제공합니다. With the recent release of Ollama's OpenAI compatibility layer, it has become possible to obtain structured outputs using JSON schema from these open-source models. Hi thanks for the package! It would be great if num_ctx can be set in openai api. 1 OpenAI Python 库 上面的代码在openai 1. LlamaFactory provides comprehensive compatibility guidelines. openai_main. It would be better if we could set OLLAMA_KEEP_ALIVE in the environment variables, since the /v1/chat/completions en Feb 8, 2025 · Ollama的API调用指南提供了全面的本地大模型部署方式，支持多种大模型，包括LLaMA和OpenAI架构。通过Ollama，用户可以在本地环境中高效运行大模型，增强数据安全性并降低成本。 Feb 11, 2024 · Creating a chat application that is both easy to build and versatile enough to integrate with open source large language models or proprietary systems from giants like OpenAI or Google is a very… Open Responses lets you run a fully self-hosted version of OpenAI's Responses API. It does not Ollama+Qwen2，轻松搭建支持函数调用的聊天系统-Ollama 是一个开源的大型语言模型服务, 提供了类似 OpenAI 的API接口和聊天界面,可以非常方便地部署最新版本的GPT模型并通过接口使用。 LocalでLLMを試すのにOllamaが人気です。 Spring AIにはOllama用のChat Clientが用意されていますが、OllamaにはOpenAI API互換APIも用意されているので、OpenAIへの切り替えも想定して、OpenAI用のChat Clientを使ってOllamaにアクセスしてみます。 Jan 31, 2025 · 接下来，就为大家详细介绍两个 openai api 兼容的 ollama 模型网站。 openrouter. , https://357c-171-123-237-18. ollama有自己python包，直接通过使用包来实现本地ollama的的所有功能，另外也提供api，调用方法也很简单，与openai调用方法类似，叫兼容openai接口。 我看了一下ollama的api文档，通过调用api，可以查询本地模型列表，进行聊天对话，聊天补全，创建模型，拉取，删除 . 0, #By default in openai is 1. 目前ollama 似乎对于模型加载有点问题，在测试llama3 的时候有问题，github 上也有类似的issue，所以对于qwen2的我也使用了api 模式拉取，目前qwen2 模型的能力以及速度目前看着还真不错，值得学习下 A FastAPI-based server providing OpenAI-compatible API endpoints for Ollama models. I am okay with creating a custom adapter for Ollama with its native API, but not sure if that aligns with Ollama's focus or direction. Aug 5, 2024 · Docker版Ollama、LLMには「Phi3-mini」、Embeddingには「mxbai-embed-large」を使用し、OpenAIなど外部接続が必要なAPIを一切使わずにRAGを行ってみます。 対象読者 Windowsユーザー Apr 15, 2025 · When you build apps connected to Azure OpenAI, often, only a portion of the app interacts with the Azure OpenAI API. Python Get up and running with Llama 3. 首先下载 Ollama 并拉取一个模型，例如 Llama 2 或 Mistral. ) - limit the potential to add new features going forward ## Change Jul 16, 2021 · 🤝 Ollama/OpenAI API集成: 無縫集成OpenAI兼容API,可與Ollama模型一起使用。支持自定義OpenAI API URL,可連接LMStudio、GroqCloud等多種服務。 🧩 管道和插件支持: 通過管道插件框架集成自定義邏輯和Python庫。支持函數調用、用戶限流、使用監控等多種功能。 Feb 14, 2025 · Ollama 默认提供 OpenAI 的兼容 API，默认端口是 11434，默认模型名是 run 后面使用的模型名，如果想使用 OpenAI 的模型名，可以通过ollama cp的方式，为模型起一个临时的名称。 Ollama Open WebUI Open WebUI 用户友好的 AI 界面（支持 Ollama、OpenAI API 等）。 Open WebUI 支持多种语言模型运行器（如 Ollama 和 OpenAI 兼容 API），并内置了用于检索增强生成（RAG）的推理引擎，使其成为强大的 AI 部署解决方案。 [!注意] OpenAI 兼容性是实验性的，可能会进行重大调整，包括重大更改。有关对 Ollama API 的完整功能访问，请参阅 Ollama Python 库、JavaScript 库和 REST API。ollama. Jan 27, 2025 · The complete list of models currently supported by Ollama can be found at Ollama library. Using this tool, you can run your own local server that emulates the Azure OpenAI API, allowing you to test your code locally without incurring costs or being rate-limited. Ollama 作为一个轻量级开源框架，通过兼容 OpenAI API 的接口设计，为本地运行 DeepSeek 等大模型提供了便捷途径。本文深入探讨 Ollama 如何实现与 OpenAI API 的无缝对接，结合 DeepSeek 模型的本地部署，展示其在文本生成、聊天对话及流式响应中的应用。 注意: OpenAI 兼容性是实验性的，可能会进行重大调整，包括破坏性变更。如需完全访问 Ollama API，请参阅 Ollama Python 库、JavaScript 库 和 REST API。 Ollama 提供了与 OpenAI API 部分功能的实验性兼容，以帮助现有应用程序连接到 Ollama。 使用方法 OpenAI Python 库 Feb 8, 2025 · Ollama教程进阶篇介绍了Ollama与OpenAI API的兼容性，开发者能将现有应用迁移到Ollama平台，享受其灵活性和扩展性。Ollama提供了Python库、JavaScript库和REST API，支持无缝过渡。通过Ollama，开发者可探索更多模型选项，优化成本，并享受社区支持。 Apr 22, 2024 · ollama是一个兼容OpenAI API的框架，旨在为开发者提供一个实验性的平台，通过该平台，开发者可以更方便地将现有的应用程序与ollama相连接。_ollama openai ollama教程——兼容openai api：高效利用兼容openai的api进行ai项目开发_ollama openai OpenAI 兼容性. OpenAI released a A library to perform searches using DuckDuckGo’s API. ollamazure is a local server that emulates Azure OpenAI API on your local machine using Ollama and open-source models. Open-source Large Language Models (LLMs) are rapidly gaining popularity in the AI community. ngrok-free. ollama/ollama - Docker Image | Docker Hub; open-webui/open-webui: User-friendly AI Interface (Supports Ollama, OpenAI API, …) 이 글에서는 Docker Compose에 대한 설명은 생략 🤝 Ollama/OpenAI API Integration: Effortlessly integrate OpenAI-compatible APIs for versatile conversations alongside Ollama models. 注意: OpenAI 兼容性是实验性的，可能会进行重大调整，包括破坏性变更。如需完全访问 Ollama API，请参阅 Ollama Python 库、JavaScript 库 和 REST API。 Ollama 提供了与 OpenAI API 部分功能的实验性兼容，以帮助现有应用程序连接到 Ollama。 使用方法 OpenAI Python 库 3. embeddings. This compatibility is make more for application that already exist with openai api and don't want to deal with ollama api. OLLamaLLMService provides access to locally-run Ollama models through an OpenAI-compatible interface. Ollama OpenAI接口使用. Jun 14, 2024 · 通过接下来的章节，我们将详细介绍如何使用ollama与OpenAI API兼容的库和API，包括如何设置和配置环境，如何调用API以及如何处理和管理模型。无论你是一名中级开发者还是高级开发者，相信你都能在本文中找到有用的信息和指导。 ollama与OpenAI API兼容性概览 Apr 29, 2025 · ollama 是一个强大的本地大语言模型工具，支持多种开源模型，例如 deepseek-r1:8b。通过 Ollama 的 API，我们可以轻松调用这些模型来完成文本生成、对话等任务。这里记录一下如何使用 Python 调用 Ollama API，并调用 deepseek-r1:8b 模型生成文本。 🤝 Ollama/OpenAI API Integration: Effortlessly integrate OpenAI-compatible APIs for versatile conversations alongside Ollama models. net. Key Features Apr 8, 2024 · import ollama import chromadb documents = [ "Llamas are members of the camelid family meaning they're pretty closely related to vicuñas and camels", "Llamas were first domesticated and used as pack animals 4,000 to 5,000 years ago in the Peruvian highlands", "Llamas can grow as much as 6 feet tall though the average llama between 5 feet 6 Aug 4, 2024 · litellm 是一个轻量级的工具，可以将本地运行的 Ollama 模型代理成 OpenAI API，从而使得一些依赖 OpenAI API 的应用程序能够无缝使用本地的大模型。本文将详细介绍如何安装和配置 litellm，并给出在 ChatDev 中通过该代理访问本地大模型的示例。 Oct 6, 2024 · openai_main. Mar 6, 2025 · Ollama WebUI is a streamlined interface for deploying and interacting with open-source large language models (LLMs) like Llama 3 and Mistral, enabling users to manage models, test them via a ChatGPT-like chat environment, and integrate them into applications through Ollama’s local API. It works seamlessly with any large language model (LLM) provider—whether it's Claude, Qwen, Deepseek R1, Ollama, or others. g. You can run this on a server or locally, and make API requests to it from a client machine. Mar 20, 2025 · 本文介绍了Ollama API的使用方法，包括内容生成、生成对话、结构化数据提取和嵌入数据等功能。通过API调用，开发者可以将AI能力集成到私有应用中，提升职场价值。详细参数和使用示例助你轻松上手。 Apr 9, 2025 · Ollama+Cline-Ollama 是一个开源的大型语言模型服务, 提供了类似 OpenAI 的API接口和聊天界面,可以非常方便地部署最新版本的GPT模型并通过接口使用。 支持热加载模型文件,无需重新启动即可切换不同的模型。 Feb 8, 2024 · I found this issue because i was trying to use Ollama Embeddings API for the Microsoft Semantic Kernel Memory functionality using the OPENAI provider with Ollama URL but I discovered the application is sending JSON format to API as "model" and "input" but Ollama embeddings api expects "model" and "prompt". , structured outputs, specifying chat model parameters dynamically etc. OpenAIError: The api_key client option must be set either by passing api_key to the client or by setting the OPENAI_API_KEY Sep 22, 2024 · 文章浏览阅读2. ) ARGO (Locally download and run Ollama and Huggingface models with RAG on Mac/Windows/Linux) OrionChat - OrionChat is a web interface for chatting with different AI providers Mar 20, 2025 · Finally, I provided two useful examples of using Ollama’s OpenAI API-compatible SDK to run agentic systems using OpenAI’s new Agent SDK. Using DeepSeek API for a Cloud-Based AI Chatbot. cn. Phi-3 cookbook; AI JavaScript playground; Ollama website; All slides and code samples Mar 31, 2025 · 另外，无论是 langchain. Follow the steps to install Ollama, create a custom client, and build a document analysis agent with memory. Nov 6, 2024 · 文章浏览阅读1. Feb 15, 2024 · Does anyone know how to set keep_alive in the openai API? It seems that this feature is not supported in the openai API. If you want cloud-based AI coding assistance, DeepSeek API is a cost-effective alternative to OpenAI. 🤝 Ollama/OpenAI API Integration: Effortlessly integrate OpenAI-compatible APIs for versatile conversations alongside Ollama models. Learn how to use Ollama with cURL, Python, JavaScript, Vercel AI SDK, and Autogen. Ollama为了更好的融入这个生态，方便现有工具快速对接Ollama，也提供一套兼容OpenAI规范的API。 不过需要注意，Ollama在文档中指出——OpenAI 兼容性处于实验阶段，可能会进行重大调整，包括不兼容的更改。 Get up and running with large language models. cn To access OpenAI models you'll need to create an OpenAI account, get an API key, and install the langchain-openai integration package. ollama help command. openai import OpenAIEmbedding emb_model = OpenAIEmbedding( api_key Local Multimodal AI Chat (Ollama-based LLM Chat with support for multiple features, including PDF RAG, voice chat, image-based interactions, and integration with OpenAI. 🛡️ Granular Permissions and User Groups: By allowing First, follow these instructions to set up and run a local Ollama instance: Download and install Ollama onto the available supported platforms (including Windows Subsystem for Linux) Fetch available LLM model via ollama pull <name-of-model> View a list of available models via the model library; e. Overview. See examples of chat completion, image captioning and more with Ollama and OpenAI Python library. This is the first time I use embeddings with ollama, I have just tried inference with LLM, and I realized that there is a big difference Feb 19, 2024 · 2023년 2월 8일자 포스팅을 확인해 보면 Ollama가 OpenAI의 인터페이스와 호환성에 대한 내용이 있습니다. 4w次，点赞79次，收藏200次。ollama是大模型部署方案，对应docker，本质也是基于docker的容器化技术。ollama提供了openAI兼容的api，可以最大限度的减少理解和开发成本。 Dec 23, 2023 · The Message model represents a chat message in Ollama (can be used on the OpenAI API as well), and it can be of three different roles: def chat_completion(ollama_api_base: str, request May 18, 2024 · Request sent to Ollama though openai compatible API loads the model in ollama and then errors out in opendevin: ===== STEP 0. Set Up API Key & Install Dependencies export DEEPSEEK_API_KEY="your_api_key_here" pip install requests python-dotenv Call DeepSeek API Jul 1, 2024 · 文章浏览阅读4. Learn about the seamless integration process, experimental features, and the unique Dec 17, 2024 · ## Issue Closes langchain4j#837 Closes langchain4j#961 Fixes langchain4j#2120 Fixes langchain4j#2289 ## Motivation The existing `ChatLanguageModel` and `StreamingChatLanguageModel` APIs: - are not flexible enough to support certain use cases (e. Recognizing the widespread adoption of OpenAI's API standards, Ollama thoughtfully includes an experimental compatibility layer. When this model name is used in the ChatGPT processor, it will use the llama3 model on Ollama. Feb 8, 2024 · OpenAI compatibility February 8, 2024. The AI response will be streamed by default. Feb 19, 2024 · OpenAI Chat Completions API. 7k次，点赞4次，收藏19次。再我们使用开源模型的时候会设置一些openai风格的api供给前端或者后端调用很多开发者会使用本地的开源模型对自己的保密数据集进行训练和微调，因此在抛出api的时候希望自己设置api_key，防止其他人调用LLM导致数据泄露。 Oct 26, 2024 · 本文将深入探讨 Ollama API 的使用方法和最佳实践。 Ollama API 简介. md. 查阅Ollama的API文档，了解如何通过编程接口控制和管理大型语言模型。LlamaFactory提供全面的API文档，帮助开发者高效集成和使用Ollama。 May 15, 2024 · Not sure if we should use the native Ollama API rather than the OpenAI compatibility layer, as it seems to have the prompt_eval_count (input_tokens) and eval_count (output_tokens) in the final response. 4w次，点赞36次，收藏30次。ollama是一个兼容OpenAI API的框架，旨在为开发者提供实验性平台，连接现有应用。教程涵盖ollama的Python库、JavaScript库和REST API的使用，包括安装、初始化、模型管理和高级特性，帮助开发者无缝迁移并利用AI服务。 A Flask-based proxy that enables Cursor to use locally hosted Ollama models by translating OpenAI API calls to Ollama API calls, with real-time visualization of all traffic between Cursor and your local models. You can have any string here and treat that as an API key. Mar 17, 2025 · 本文介绍了 Ollama 这个轻量级本地 AI 模型框架的特点和优势，以及如何用 OpenAI 的 Python 库直接调用 Ollama 提供的本地模型服务。还提供了环境搭建、调用代码、解读代码、Docker 部署等实战教程，帮助你轻松上手本地 AI 部署。 Learn how to use Ollama, a large-scale language model, with experimental compatibility with parts of the OpenAI API. That way, it could be a drop-in replacement for the Python openai package by changing out the url. To start it, run: streamlit run app. Step 4: Generate an API Key Create New API Key: In the API section, look for the option to create a new API key. o3‑mini does not support vision capabilities, so developers should continue using OpenAI o1 for visual reasoning tasks. Ollama now has built-in compatibility with the OpenAI Chat Completions API, making it possible to use more tooling and applications with Ollama locally. llms 中的 OpenAI（Text 模型），还是 langchain. 0 o 0. 生成Completion Mar 16, 2025 · 文章浏览阅读4. qote wwxy sstk tkfnd fojfln caxkxq ayzyy yvuizw apyru gtsxiqy