61 lines
1.9 KiB
Markdown
61 lines
1.9 KiB
Markdown
# discollama
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`discollama` is a Discord bot powered by a local large language model backed by [Ollama](https://github.com/jmorganca/ollama) with memory backed by [Redislite](https://github.com/yahoo/redislite).
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## Dependencies
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```
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python3 -m pip install poetry
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poetry install
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```
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## Run `discollama.py`
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```
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poetry run python discollama.py
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```
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_Note: You must setup a [Discord Bot](https://discord.com/developers/applications) and set environment variable `DISCORD_TOKEN` before `discollama.py` can access Discord._
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`discollama.py` requires an [Ollama](https://github.com/jmorganca/ollama) server. Follow the steps in the [Ollama](https://github.com/jmorganca/ollama) repository to setup Ollama.
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By default, it uses `127.0.0.1:11434` but this can be configured with command line parameters `--ollama-host` and `--ollama-port`.
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## Customize `discollama.py`
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The default LLM is `llama2`. A custom personality can be added by changing the `SYSTEM` instruction in the Modelfile and running `ollama create`:
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```
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ollama create discollama -f Modelfile
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```
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This is set in `discollama.py` through `--ollama-model`:
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```
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poetry run python discollama.py --ollama-model discollama
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```
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Additional LLM parameters can be set in the same Modelfile through `PARAMETER` instructions:
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```
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FROM llama2
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PARAMETER temperature 2
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PARAMETER stop [INST]
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PARAMETER stop [/INST]
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PARAMETER stop <<SYS>>
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PARAMETER stop <</SYS>>
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```
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If customizing the system prompt is not enough, you can configure the full prompt template:
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```
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FROM llama2
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TEMPLATE """[INST] {{ if .First }}<<SYS>>{{ .System }}<</SYS>>
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{{ end }} Tweet: 'I hate it when my phone battery dies.' [/INST] Sentiment: Negative </s><s>[INST] Tweet: 'My day has been 👍' [/INST] Sentiment: Positive </s><s> [INST] Tweet: 'This is the link to the article' [/INST] Sentiment: Neutral </s><s> [INST] Tweet: '{{ .Prompt }}' [/INST] Sentiment: """
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```
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This model replies with the sentiment of the the input prompt: positive, negative, or neutral.
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