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DSPy

On the record

Agent tools
DSPy supports tool-using agents through `dspy.ReAct` and manual tool handling with `dspy.Tool` and `dspy.ToolCalls`.dspy.ai · read 8 Oct 2026
API serving
The deployment guide shows serving a DSPy program as a REST API with FastAPI.dspy.ai · read 9 Oct 2026
Community integrations
The community page lists integrations and providers including Weaviate, Qdrant, LangChain, Langfuse, and Weights & Biases Weave.dspy.ai · read 8 Oct 2026
Community project limits
The site says community-maintained language ports are not officially supported by the DSPy team and their feature availability and API compatibility may vary.dspy.ai · read 8 Oct 2026
Community support
The overview links to DSPy documentation, GitHub, and Discord community resources.dspy.ai · read 9 Oct 2026
Deployment
The documentation describes deploying DSPy programs with FastAPI or MLflow.dspy.ai · read 9 Oct 2026
Install
DSPy can be installed with `pip install dspy` or `uv add dspy` and works in Python 3.10+ environments.dspy.ai · read 8 Oct 2026
Installation
DSPy can be installed with pip or uv and works in Python 3.10+ environments.dspy.ai · read 9 Oct 2026
Integrations
DSPy uses LiteLLM to normalize inference providers and says it can connect to nearly any model and provider supported by LiteLLM.dspy.ai · read 8 Oct 2026
License
The project is listed as MIT licensed.dspy.ai · read 9 Oct 2026
Model integrations
DSPy uses LiteLLM to normalize inference providers and accepts LiteLLM model strings, including options from Anthropic, Google, and OpenRouter.dspy.ai · read 9 Oct 2026
Modules
DSPy modules provide different execution strategies, including reasoning, ensembles, tools, and REPL use.dspy.ai · read 9 Oct 2026
Multimodal
The overview describes images as a Signature field type for multimodal tasks.dspy.ai · read 8 Oct 2026
Optimization
DSPy optimizers compile programs against a metric using examples and a scoring function.dspy.ai · read 9 Oct 2026
Origin
DSPy says it started at Stanford NLP and was built in the open beginning in December 2022.dspy.ai · read 8 Oct 2026
Project origin
DSPy says it started at Stanford NLP and describes itself as built in the open since December 2022.dspy.ai · read 9 Oct 2026
Provider examples
The setup guide names OpenAI, Anthropic, Google, and OpenRouter as provider options.dspy.ai · read 8 Oct 2026
Signatures
Signatures define tasks as typed inputs and outputs.dspy.ai · read 9 Oct 2026

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