https://github.com/tobrun/langchain-playground
https://github.com/tobrun/langchain-playground
Last synced: over 1 year ago
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- Host: GitHub
- URL: https://github.com/tobrun/langchain-playground
- Owner: tobrun
- Created: 2023-10-04T21:05:27.000Z (almost 3 years ago)
- Default Branch: main
- Last Pushed: 2023-10-05T17:54:25.000Z (almost 3 years ago)
- Last Synced: 2025-02-01T14:16:17.803Z (over 1 year ago)
- Language: Jupyter Notebook
- Size: 68.4 KB
- Stars: 0
- Watchers: 2
- Forks: 0
- Open Issues: 0
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Metadata Files:
- Readme: README.md
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README
# Langchain Playground
This repository is dedicated to the exploration and experimentation with [Langchain](https://python.langchain.com/docs/get_started/introduction), a framework designed for creating applications powered by language models.
## Getting Started
- [Installation Guide](https://python.langchain.com/docs/get_started/installation)
- [Quickstart Tutorial](https://python.langchain.com/docs/get_started/quickstart)
## Features
- **Context-aware Applications**: Connect a language model to various context sources.
- **Reasoning Capabilities**: Utilize language models for reasoning based on provided context.
- **Modular Components**: Abstractions for interacting with language models.
- **Off-the-shelf Chains**: Pre-built assemblies for specific higher-level tasks.
## Modules
- **Model I/O**: Interface with language models.
- **Retrieval**: Interface with application-specific data.
- **Chains**: Construct sequences of calls.
- **Agents**: Manage tool selection within chains.
- **Memory**: Persist application state across chain runs.
- **Callbacks**: Log and stream intermediate steps of any chain.