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Integrate Langchain and Ollama for Local AI Power 🤯 Indeed POWERFUL!
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### Summary
- Ollama allows running open-source large language models locally.
- Bundles model, config, and data.
- Optimizes GPU usage.
- Models are served on `localhost:11434`.
### Commands
```bash
# Download model
ollama pull [model_family]
# Specify version
ollama pull [model_family]:[version]
# Run server
ollama serve
```
### Python Code
```python
llm = Ollama(model="[model_family]:[version]",
callback_manager=CallbackManager([StreamingStdOutCallbackHandler()]))
llm("Your query here")
```
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- Ollama allows running open-source large language models locally.
- Bundles model, config, and data.
- Optimizes GPU usage.
- Models are served on `localhost:11434`.
### Commands
```bash
# Download model
ollama pull [model_family]
# Specify version
ollama pull [model_family]:[version]
# Run server
ollama serve
```
### Python Code
```python
llm = Ollama(model="[model_family]:[version]",
callback_manager=CallbackManager([StreamingStdOutCallbackHandler()]))
llm("Your query here")
```
#Langchain, #Ollama, #Models, #LangchainOllama, #LocalAI, #AI, #ArtificialIntelligence, #Artificial, #Intelligence, #GPU, #Setup, #Tutorial, #Integration, #Localhost, #CodeExamples, #Python, #CallbackManager, #StreamingStdOut, #ModelFamily, #Version, #Tech, #OpenSource, #Configuration, #Data, #ModelWeights, #LangchainTutorial, #LangchainSetup, #OllamaTutorial, #OllamaSetup, #OllamaModels, #OllamaLibrary, #OllamaServer, #LocalModels, #LocalSetup, #LocalTutorial, #LocalLangchain, #LocalOllama, #LangchainModels, #LangchainLibrary, #LangchainServer, #OllamaLangchainIntegration, #LangchainOllamaIntegration, #LocalIntegration, #LocalConfiguration, #LocalData
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