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* Initial Commit for Olama Connector * Added Olama Sample * Add Sample & Fixed Open Telemetry * Fixed Spelling from Olama to Ollama * remove"opentelemetry-semantic-conventions-ai ~=0.4.13" since its handled in a different pr * Added Tool Calling * Finalizing test cases * Adjust samples to be more reliable * Update python/packages/ollama/agent_framework_ollama/_chat_client.py Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update python/packages/ollama/pyproject.toml Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update python/packages/ollama/tests/test_ollama_chat_client.py Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Update python/packages/ollama/agent_framework_ollama/_chat_client.py Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Improved Docstrings & Sample * Update python/packages/ollama/agent_framework_ollama/_chat_client.py Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com> * Integrate PR Feedback - Divided Streaming and Non-Streaming into independent Methods - Catch Ollama Validation Error - Add OTEL Provider Name - Checked Ollama Messages - Add Usage Statistics * Revert setting, so it can be none * Validate Message formatting between AF and Ollama * Catch Ollama Error and raise a ServiceResponse Error * Fix mypy error * remove .vscode comma * Add Reasoning support & adjust to new structure * Add Ollama Multimodality and Reasoning * Add test cases for reasoning * Add Tests for Error Handling in Ollama Client * Update python/samples/getting_started/multimodal_input/ollama_chat_multimodal.py Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> * Integrated Copilot Feedback * Implement first PR Feedback * Adjust Readme files for examples * Adjust argument passing via additional chat options * Implemented PR Feedback * Removing Ollama Package from Core and moving samples * Fix Link & Adding Samples to Main Sample Readme * Fixing Links in Readme * Moved Multimodal and Chat Example * Fixed Link in ChatClient to Ollama * Fix AgentFramework Links in Ollama Project * Fix observability breaking change --------- Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com> Co-authored-by: Eduard van Valkenburg <eavanvalkenburg@users.noreply.github.com>
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Ollama Examples
This folder contains examples demonstrating how to use Ollama models with the Agent Framework.
Prerequisites
- Install Ollama: Download and install Ollama from ollama.com
- Start Ollama: Ensure Ollama is running on your local machine
- Pull a model: Run
ollama pull mistral(or any other model you prefer)- For function calling examples, use models that support tool calling like
mistralorqwen2.5 - For reasoning examples, use models that support reasoning like
qwen2.5:8b
- For function calling examples, use models that support tool calling like
Note
: Not all models support all features. Function calling and reasoning capabilities depend on the specific model you're using.
Examples
| File | Description |
|---|---|
ollama_with_openai_chat_client.py |
Demonstrates how to configure OpenAI Chat Client to use local Ollama models. Shows both streaming and non-streaming responses with tool calling capabilities. |
Configuration
The examples use environment variables for configuration. Set the appropriate variables based on which example you're running:
For OpenAI Client with Ollama (ollama_with_openai_chat_client.py)
Set the following environment variables:
-
OLLAMA_ENDPOINT: The base URL for your Ollama server with/v1/suffix- Example:
export OLLAMA_ENDPOINT="http://localhost:11434/v1/"
- Example:
-
OLLAMA_MODEL: The model name to use- Example:
export OLLAMA_MODEL="mistral" - Must be a model you have pulled with Ollama
- Example: