mirror of
https://github.com/hwchase17/langchain
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45 lines
881 B
Markdown
45 lines
881 B
Markdown
# langchain-ollama
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This package contains the LangChain integration with Ollama
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## Installation
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```bash
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pip install -U langchain-ollama
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```
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You will also need to run the Ollama server locally.
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You can download it [here](https://ollama.com/download).
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## Chat Models
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`ChatOllama` class exposes chat models from Ollama.
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```python
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from langchain_ollama import ChatOllama
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llm = ChatOllama(model="llama3-groq-tool-use")
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llm.invoke("Sing a ballad of LangChain.")
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```
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## Embeddings
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`OllamaEmbeddings` class exposes embeddings from Ollama.
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```python
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from langchain_ollama import OllamaEmbeddings
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embeddings = OllamaEmbeddings(model="llama3")
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embeddings.embed_query("What is the meaning of life?")
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```
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## LLMs
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`OllamaLLM` class exposes LLMs from Ollama.
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```python
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from langchain_ollama import OllamaLLM
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llm = OllamaLLM(model="llama3")
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llm.invoke("The meaning of life is")
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```
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