https://github.com/mudler/localai-examples
LocalAI examples
https://github.com/mudler/localai-examples
Last synced: 2 months ago
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LocalAI examples
- Host: GitHub
- URL: https://github.com/mudler/localai-examples
- Owner: mudler
- License: apache-2.0
- Created: 2024-10-29T18:47:34.000Z (8 months ago)
- Default Branch: main
- Last Pushed: 2025-02-08T22:28:25.000Z (4 months ago)
- Last Synced: 2025-04-02T13:52:21.397Z (2 months ago)
- Language: Jupyter Notebook
- Size: 2.59 MB
- Stars: 66
- Watchers: 8
- Forks: 12
- Open Issues: 3
-
Metadata Files:
- Readme: README.md
- License: LICENSE
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README
# Examples for [LocalAI](https://github.com/mudler/LocalAI)
> Note: These examples are provided as starting points - they may be temporarily out of date. If that happens, send us a PR!
| [ChatGPT OSS alternative](https://github.com/mudler/LocalAI-examples/tree/master/chatbot-ui) | [Image generation](https://localai.io/api-endpoints/index.html#image-generation) |
|------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------|
|  |  |
| [Telegram bot](https://github.com/mudler/LocalAI-examples/tree/master/telegram-bot) | [Flowise](https://github.com/mudler/LocalAI-examples/tree/master/flowise) |
|------------------------------------------------------------------------------------------------------------------------|------------------------------------------------------------------------------------------------------------------------|
 | | |
Here is a list of projects that can easily be integrated with the LocalAI backend.
### Projects
### AutoGPT
_by [@mudler](https://github.com/mudler)_
This example shows how to use AutoGPT with LocalAI.
[Check it out here](https://github.com/mudler/LocalAI-examples/tree/master/autoGPT/)
### Chatbot-UI
_by [@mkellerman](https://github.com/mkellerman)_
This integration shows how to use LocalAI with [mckaywrigley/chatbot-ui](https://github.com/mckaywrigley/chatbot-ui).
[Check it out here](https://github.com/mudler/LocalAI-examples/tree/master/chatbot-ui/)
There is also a separate example to show how to manually setup a model: [example](https://github.com/mudler/LocalAI-examples/tree/master/chatbot-ui-manual/)
### K8sGPT
_by [@mudler](https://github.com/mudler)_
This example show how to use LocalAI inside Kubernetes with [k8sgpt](https://k8sgpt.ai).
### Fine-tuning a model and convert it to gguf to use it with LocalAI
_by [@mudler](https://github.com/mudler)_
This example is an e2e example on how to fine-tune a model with [axolotl](https://github.com/OpenAccess-AI-Collective/axolotl) and convert it to gguf to use it with LocalAI.
[Check it out here](https://github.com/mudler/LocalAI-examples/tree/master/e2e-fine-tuning/)
### Flowise
_by [@mudler](https://github.com/mudler)_
This example shows how to use [FlowiseAI/Flowise](https://github.com/FlowiseAI/Flowise) with LocalAI.
[Check it out here](https://github.com/mudler/LocalAI-examples/tree/master/flowise/)
### Discord bot
_by [@mudler](https://github.com/mudler)_
Run a discord bot which lets you talk directly with a model
[Check it out here](https://github.com/mudler/LocalAI-examples/tree/master/discord-bot/), or for a live demo you can talk with our bot in #random-bot in our discord server.
### Langchain
_by [@dave-gray101](https://github.com/dave-gray101)_
A ready to use example to show e2e how to integrate LocalAI with langchain
[Check it out here](https://github.com/mudler/LocalAI-examples/tree/master/langchain/)
### Langchain Python
_by [@mudler](https://github.com/mudler)_
A ready to use example to show e2e how to integrate LocalAI with langchain
[Check it out here](https://github.com/mudler/LocalAI-examples/tree/master/langchain-python/)
### LocalAI functions
_by [@mudler](https://github.com/mudler)_
A ready to use example to show how to use OpenAI functions with LocalAI
[Check it out here](https://github.com/mudler/LocalAI-examples/tree/master/functions/)
### LocalAI WebUI
_by [@dhruvgera](https://github.com/dhruvgera)_
A light, community-maintained web interface for LocalAI
[Check it out here](https://github.com/mudler/LocalAI-examples/tree/master/localai-webui/)
### How to run rwkv models
_by [@mudler](https://github.com/mudler)_
A full example on how to run RWKV models with LocalAI
[Check it out here](https://github.com/mudler/LocalAI-examples/tree/master/rwkv/)
### PrivateGPT
_by [@mudler](https://github.com/mudler)_
A full example on how to run PrivateGPT with LocalAI
[Check it out here](https://github.com/mudler/LocalAI-examples/tree/master/privateGPT/)
### Slack bot
_by [@mudler](https://github.com/mudler)_
Run a slack bot which lets you talk directly with a model
[Check it out here](https://github.com/mudler/LocalAI-examples/tree/master/slack-bot/)
### Slack bot (Question answering)
_by [@mudler](https://github.com/mudler)_
Run a slack bot, ideally for teams, which lets you ask questions on a documentation website, or a github repository.
[Check it out here](https://github.com/mudler/LocalAI-examples/tree/master/slack-qa-bot/)
### Question answering on documents with llama-index
_by [@mudler](https://github.com/mudler)_
Shows how to integrate with [Llama-Index](https://gpt-index.readthedocs.io/en/stable/getting_started/installation.html) to enable question answering on a set of documents.
[Check it out here](https://github.com/mudler/LocalAI-examples/tree/master/query_data/)
### Question answering on documents with langchain and chroma
_by [@mudler](https://github.com/mudler)_
Shows how to integrate with `Langchain` and `Chroma` to enable question answering on a set of documents.
[Check it out here](https://github.com/mudler/LocalAI-examples/tree/master/langchain-chroma/)
### Telegram bot
_by [@mudler](https://github.com/mudler)
Use LocalAI to power a Telegram bot assistant, with Image generation and audio support!
[Check it out here](https://github.com/mudler/LocalAI-examples/tree/master/telegram-bot/)
### Template for Runpod.io
_by [@fHachenberg](https://github.com/fHachenberg)_
Allows to run any LocalAI-compatible model as a backend on the servers of https://runpod.io
[Check it out here](https://runpod.io/gsc?template=uv9mtqnrd0&ref=984wlcra)
### Continue
_by [@gruberdev](https://github.com/gruberdev)_
Demonstrates how to integrate an open-source copilot alternative that enhances code analysis, completion, and improvements. This approach seamlessly integrates with any LocalAI model, offering a more user-friendly experience.
[Check it out here](https://github.com/mudler/LocalAI-examples/tree/master/continue/)
### Streamlit bot
_by [@majoshi1](https://github.com/majoshi1)_
A chat bot made using `Streamlit` & LocalAI.
[Check it out here](https://github.com/mudler/LocalAI-examples/tree/master/streamlit-bot/)
## Want to contribute?
Create an issue, and put `Example: ` in the title! We will post your examples here.