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https://github.com/pandodao/botastic
An AI framework for building cool things.
https://github.com/pandodao/botastic
ai chatbot chatgpt llm
Last synced: 15 days ago
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An AI framework for building cool things.
- Host: GitHub
- URL: https://github.com/pandodao/botastic
- Owner: pandodao
- Created: 2023-02-14T07:02:31.000Z (almost 2 years ago)
- Default Branch: main
- Last Pushed: 2023-06-05T11:34:00.000Z (over 1 year ago)
- Last Synced: 2025-01-03T02:22:04.990Z (22 days ago)
- Topics: ai, chatbot, chatgpt, llm
- Language: Go
- Homepage: https://developers.pando.im/guide/botastic.html
- Size: 629 KB
- Stars: 210
- Watchers: 5
- Forks: 9
- Open Issues: 8
-
Metadata Files:
- Readme: README.md
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README
# Botastic
An AI framework for building cool things.
## 👀 Overview
## 💡 Motivation
- LLMs are fantastic for knowledge generation and reasoning as they're pre-trained on large amounts of publicly available data.
- In practice, we need LLMs to be able to reason about our own data. Fine-tuning them is often impractical. Embedding data into LLMs is a viable alternative, but requires domain expertise, and considerable effort to dealing with prompt limitations
- Botastic aims to make it easy to embed your own data into LLMs.
- Botastic also aims to provide out-of-the-box solutions to satisfy common use cases.
- It would to be easily integrated into existing systems and scalable to meet business requirements.
- We're building AI-based applications, we need Botastic to simplify the process.
## 🚀 Features
- [x] 🔌 Connect to OpenAI's LLM
- [x] 💾 Store and manage your own data as LLM's external brain
- [x] 🌐 Restful APIs
- [x] 💬 Conversations management to help you build dialogue interface based applications
- [x] 🤖 Bot/Avatar management and builtin useful bots: emotion recognition, sentiment analysis, spam checker, etc. Please refer to [TBD].
- [ ] 🧩 Customize Middlewares to extend Botastic's functionality
- [ ] 💾 Store vectors in Postgres and other databases
- [ ] 📦 Better strategies to split the data and build text chunks
- [ ] 📤 Export data
- [ ] 🙋♂️ Support other LLMs
- [ ] 📚 Fine-tune own models
## Getting Started
1. visit [https://developers.pando.im/console/botastic](https://developers.pando.im/console/botastic) to get your API key/secret, and create a new bot.
2. run the following command to talk to Botastic
```bash
curl --location --request POST 'https://botastic-api.pando.im/api/conversations/oneway' \
--header 'X-BOTASTIC-APPID: YOUR_BOTASTIC_APP_ID' \
--header 'Content-Type: application/json' \
--data-raw '{
"bot_id": YOUR_BOT_ID,
"content": "How do you view the future of blockchain, and what benefits does it have for human being? Respond as short as possible like a Zen Master.",
"category": "plain-text"
}'
```
## Documentation
Please refer to [Guide](https://developers.pando.im/guide/botastic.html) and [API Reference](https://developers.pando.im/references/botastic/api.html) for more details.
## Showcases
- [Ask Vitalik](https://ask-vitalik.xingchi.dev): A digital avatar of Vitalik Buterin.
- [Ask Scott Alexander](https://ask-scott.pages.dev/): A digital avatar of Scott Alexander.
- The author also wrote a [blog post](https://fayezheng.hashnode.dev/effortlessly-develop-custom-chatbots-a-code-light-approach) about how she built it.
## Installation
### Manually
Please refer to [docs/install.md](docs/install.md) for manual installation.
### Docker
TBD