ollama/ollama-python

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Ollama Python library

Stars: 10.5k
Forks: 1.2k
Open beginner issues: 11
Indexed issues: 109
Avg merge: 4m
Merged PRs (30d): 1

Dominant language: Python
License: MIT
Last GitHub push: Sep 16, 2026
Latest indexed: Sep 19, 2026
Contributing guide: No contributing guide
Code of conduct: No code of conduct
Beginner labels: No beginner labels indexed

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109 open issues indexed

ChatRequest and GenerateRequest reject model-defined thinking levels (e.g. 'xhigh') with Pydantic ValidationError Open

Difficulty 2/5 1-3 hours Newbie friendliness 35/100

ollama/ollama-python#743 · Opened Sep 20, 2026
convert_function_to_tool exposes *args and **kwargs as required string parameters Open

Difficulty 2/5 1-3 hours Newbie friendliness 88/100

ollama/ollama-python#735 · Opened Sep 14, 2026
A single image passed as a bare string/bytes is iterated character-by-character Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

ollama/ollama-python#734 · Opened Sep 14, 2026
ChatRequest.model_dump() crashes when a tool has no parameters or no function Open

Difficulty 2/5 1-3 hours Newbie friendliness 75/100

ollama/ollama-python#733 · Opened Sep 14, 2026
Add self-referencing properties field to Tool.Property Open

Difficulty 1/5 1-3 hours Newbie friendliness 90/100

ollama/ollama-python#724 · Opened Sep 4, 2026
httpx types cross the public API through Client(**kwargs), which decides the cost of an httpx2 move Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

ollama/ollama-python#722 · Opened Sep 2, 2026
feat: Physics Benchmark - Tungsten-Graphene 3500K Logic Test Open

Difficulty 5/5 Over a week Newbie friendliness 10/100

ollama/ollama-python#719 · Opened Aug 16, 2026
Add a CONTRIBUTING.md to document the development workflow Open

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

ollama/ollama-python#686 · 2 comments · Opened Jun 24, 2026
gpt-oss:20b-cloud damaged output after last update Open

Difficulty 3/5 1-2 days Newbie friendliness 48/100

ollama/ollama-python#679 · 1 comment · 2 reactions · Opened Jun 12, 2026
Tests fail on Windows due to NamedTemporaryFile locking behavior Open

Difficulty 2/5 1-3 hours Newbie friendliness 78/100

ollama/ollama-python#676 · 1 comment · Opened Jun 4, 2026
是否考虑增加rerank接口 Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

ollama/ollama-python#674 · Opened May 28, 2026
Alerting and stopping API request on failure Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

ollama/ollama-python#673 · 1 comment · Opened May 27, 2026
id in ToolCall missing Open

Difficulty 2/5 1-3 hours Newbie friendliness 58/100

ollama/ollama-python#667 · Opened May 18, 2026
Create a model using Modelfile Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

ollama/ollama-python#664 · 1 comment · Opened May 10, 2026
Add tool_choice parameter to chat() (mirror server-side ollama#11171) Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

ollama/ollama-python#663 · Opened May 6, 2026
How to set token budget for Gemma4 with Ollama Open

Difficulty 3/5 1-2 days Newbie friendliness 48/100

ollama/ollama-python#651 · 7 comments · 7 reactions · Opened Apr 14, 2026
Feature: expose __version__ and top-level version() for server version Closes #623 Open

Difficulty 2/5 1-3 hours Newbie friendliness 72/100

ollama/ollama-python#646 · 1 comment · Opened Apr 13, 2026
macOS / Apple M5: all models fail to load with 500 error due to Metal backend crash (bfloat/half mismatch in ggml_metal_library_init) Open

bug

Difficulty 4/5 3-5 days Newbie friendliness 35/100

ollama/ollama-python#643 · 4 comments · 2 reactions · Opened Apr 10, 2026
feat: add client.exists() or client.has_model() method to check if a model is available locally Open

Difficulty 3/5 1-2 days Newbie friendliness 55/100

ollama/ollama-python#640 · 1 comment · Opened Apr 5, 2026
“缺少 __version__属性 Open

Difficulty 2/5 1-3 hours Newbie friendliness 55/100

ollama/ollama-python#623 · Opened Feb 28, 2026
Could you add the `with-as` syntax Open

Difficulty 3/5 1-2 days Newbie friendliness 48/100

ollama/ollama-python#614 · 2 comments · Opened Jan 15, 2026
ShowResponse ValidationError when /api/show omits model_info (cloud models) Open

ollama/ollama-python#607 · 1 comment · 3 reactions · 1 assignee · Opened Dec 24, 2025
cant support deepseek-ocr model Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

ollama/ollama-python#605 · 1 comment · 1 reaction · Opened Dec 11, 2025
AI模型minimax-m2:cloud无法通过py调用 Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

ollama/ollama-python#604 · Opened Dec 5, 2025
num_gpu option confusion Open

Difficulty 2/5 1-3 hours Newbie friendliness 48/100

ollama/ollama-python#603 · 1 reaction · Opened Nov 21, 2025
Issues with qwen3:32b, llama4:16x17b, gpt-oss:20b Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

ollama/ollama-python#597 · 5 comments · Opened Nov 3, 2025
answer seems to relate only to the system prompt, not to the actual prompt (user) Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

ollama/ollama-python#586 · 2 comments · Opened Sep 24, 2025
think flag has no effect when using qwen3:8b Open

Difficulty 3/5 1-2 days Newbie friendliness 48/100

ollama/ollama-python#576 · 6 comments · Opened Sep 17, 2025
Images and context windows Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

ollama/ollama-python#575 · Opened Sep 15, 2025
ollama client uses the keyword 'input' for embeddings, but Ollama 0.11.4 requires 'prompt' ? Open

Difficulty 3/5 1-2 days Newbie friendliness 48/100

ollama/ollama-python#564 · 1 comment · Opened Aug 14, 2025
Is interaction with MCP tool possible? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

ollama/ollama-python#562 · 1 comment · 2 reactions · Opened Aug 13, 2025
unexpected error format in response (status code: 500) with gpt-oss:20b Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

ollama/ollama-python#557 · 8 comments · Opened Aug 11, 2025
Server disconnected without sending a response Open

Difficulty 3/5 1-2 days Newbie friendliness 25/100

ollama/ollama-python#547 · 1 comment · Opened Aug 1, 2025
Logging level of "HTTP Request: POST" should be DEBUG, not INFO Open

Difficulty 2/5 1-3 hours Newbie friendliness 68/100

ollama/ollama-python#539 · 1 comment · Opened Jul 11, 2025
Add `Client.close()` and context manager Open

Difficulty 3/5 1-2 days Newbie friendliness 68/100

ollama/ollama-python#532 · 5 comments · 6 reactions · Opened Jun 12, 2025
Error on importing: "re.PatternError: global flags not at the start of the expression at position 24" Open

Difficulty 3/5 1-2 days Newbie friendliness 48/100

ollama/ollama-python#531 · 1 comment · 2 reactions · Opened Jun 7, 2025
Thinking with Structured Output does not work Open

thinking

ollama/ollama-python#523 · 1 comment · 5 reactions · 1 assignee · Opened May 30, 2025
Is logprobs supported in chat()? If not, can it be added? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

ollama/ollama-python#517 · 2 comments · 1 reaction · Opened May 19, 2025
`PydanticDeprecatedSince211: Accessing the 'model_fields' attribute on the instance is deprecated.` Open

ollama/ollama-python#510 · 6 comments · 2 reactions · 1 assignee · Opened Apr 23, 2025
types: loosen constraint on tool JSON Open

ollama/ollama-python#508 · 1 assignee · Opened Apr 17, 2025
options (temp, etc) print values list in python Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

ollama/ollama-python#500 · 2 reactions · Opened Apr 8, 2025
Simple Enums missing from structured outputs Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

ollama/ollama-python#496 · 3 comments · Opened Apr 6, 2025
[Bug] Does not provide capabilities for /show api call Open

Difficulty 3/5 1-2 days Newbie friendliness 45/100

ollama/ollama-python#494 · 2 comments · Opened Apr 4, 2025
Stop a Currently Running Model Open

Difficulty 5/5 Over a week Newbie friendliness 30/100

ollama/ollama-python#492 · 1 comment · Opened Apr 2, 2025
No model information retrieval Open

Difficulty 3/5 1-2 days Newbie friendliness 35/100

ollama/ollama-python#488 · 1 comment · Opened Mar 28, 2025
[BUG] Inconsistent response for api/tag Open

ollama/ollama-python#487 · 1 comment · 3 reactions · 1 assignee · Opened Mar 28, 2025
Phi-4-mini function calling support Open

Difficulty 4/5 3-5 days Newbie friendliness 35/100

ollama/ollama-python#458 · 2 comments · 3 reactions · Opened Mar 3, 2025
Multimodal Embeddings? Open

Difficulty 5/5 Over a week Newbie friendliness 25/100

ollama/ollama-python#414 · 1 comment · Opened Jan 10, 2025
Upgrade Poetry to 2.x.x or use uv Open

ollama/ollama-python#410 · 5 comments · 1 assignee · Opened Jan 6, 2025
Unable to set environment variables - OLLAMA_NUM_PARALLEL, OLLAMA_NUM_GPU, and OLLAMA_NUM_THREAD Open

Difficulty 4/5 3-5 days Newbie friendliness 25/100

ollama/ollama-python#402 · 3 comments · Opened Dec 31, 2024

ollama/ollama-python

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