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39c46ef6be
- feat(agent/core): Add `AnthropicProvider`
- Add `ANTHROPIC_API_KEY` to .env.template and docs
Notable differences in logic compared to `OpenAIProvider`:
- Merges subsequent user messages in `AnthropicProvider._get_chat_completion_args`
- Merges and extracts all system messages into `system` parameter in `AnthropicProvider._get_chat_completion_args`
- Supports prefill; merges prefill content (if any) into generated response
- Prompt changes to improve compatibility with `AnthropicProvider`
Anthropic has a slightly different API compared to OpenAI, and has much stricter input validation. E.g. Anthropic only supports a single `system` prompt, where OpenAI allows multiple `system` messages. Anthropic also forbids sequences of multiple `user` or `assistant` messages and requires that messages alternate between roles.
- Move response format instruction from separate message into main system prompt
- Fix clock message format
- Add pre-fill to `OneShot` generated prompt
- refactor(agent/core): Tweak `model_providers.schema`
- Simplify `ModelProviderUsage`
- Remove attribute `total_tokens` as it is always equal to `prompt_tokens + completion_tokens`
- Modify signature of `update_usage(..)`; no longer requires a full `ModelResponse` object as input
- Improve `ModelProviderBudget`
- Change type of attribute `usage` to `defaultdict[str, ModelProviderUsage]` -> allow per-model usage tracking
- Modify signature of `update_usage_and_cost(..)`; no longer requires a full `ModelResponse` object as input
- Allow `ModelProviderBudget` zero-argument instantiation
- Fix type of `AssistantChatMessage.role` to match `ChatMessage.role` (str -> `ChatMessage.Role`)
- Add shared attributes and constructor to `ModelProvider` base class
- Add `max_output_tokens` parameter to `create_chat_completion` interface
- Add pre-filling as a global feature
- Add `prefill_response` field to `ChatPrompt` model
- Add `prefill_response` parameter to `create_chat_completion` interface
- Add `ChatModelProvider.get_available_models()` and remove `ApiManager`
- Remove unused `OpenAIChatParser` typedef in openai.py
- Remove redundant `budget` attribute definition on `OpenAISettings`
- Remove unnecessary `usage` in `OpenAIProvider` > `default_settings` > `budget`
- feat(agent): Allow use of any available LLM provider through `MultiProvider`
- Add `MultiProvider` (`model_providers.multi`)
- Replace all references to / uses of `OpenAIProvider` with `MultiProvider`
- Change type of `Config.smart_llm` and `Config.fast_llm` from `str` to `ModelName`
- feat(agent/core): Validate function call arguments in `create_chat_completion`
- Add `validate_call` method to `CompletionModelFunction` in `model_providers.schema`
- Add `validate_tool_calls` utility function in `model_providers.utils`
- Add tool call validation step to `create_chat_completion` in `OpenAIProvider` and `AnthropicProvider`
- Remove (now redundant) command argument validation logic in agent.py and models/command.py
- refactor(agent): Rename `get_openai_command_specs` to `function_specs_from_commands`
55 lines
5.0 KiB
Markdown
55 lines
5.0 KiB
Markdown
# Configuration
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Configuration is controlled through the `Config` object. You can set configuration variables via the `.env` file. If you don't have a `.env` file, create a copy of `.env.template` in your `AutoGPT` folder and name it `.env`.
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## Environment Variables
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- `AI_SETTINGS_FILE`: Location of the AI Settings file relative to the AutoGPT root directory. Default: ai_settings.yaml
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- `AUDIO_TO_TEXT_PROVIDER`: Audio To Text Provider. Only option currently is `huggingface`. Default: huggingface
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- `AUTHORISE_COMMAND_KEY`: Key response accepted when authorising commands. Default: y
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- `ANTHROPIC_API_KEY`: Set this if you want to use Anthropic models with AutoGPT
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- `AZURE_CONFIG_FILE`: Location of the Azure Config file relative to the AutoGPT root directory. Default: azure.yaml
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- `BROWSE_CHUNK_MAX_LENGTH`: When browsing website, define the length of chunks to summarize. Default: 3000
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- `BROWSE_SPACY_LANGUAGE_MODEL`: [spaCy language model](https://spacy.io/usage/models) to use when creating chunks. Default: en_core_web_sm
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- `CHAT_MESSAGES_ENABLED`: Enable chat messages. Optional
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- `DISABLED_COMMANDS`: Commands to disable. Use comma separated names of commands. See the list of commands from built-in components [here](../components/components.md). Default: None
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- `ELEVENLABS_API_KEY`: ElevenLabs API Key. Optional.
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- `ELEVENLABS_VOICE_ID`: ElevenLabs Voice ID. Optional.
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- `EMBEDDING_MODEL`: LLM Model to use for embedding tasks. Default: `text-embedding-3-small`
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- `EXECUTE_LOCAL_COMMANDS`: If shell commands should be executed locally. Default: False
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- `EXIT_KEY`: Exit key accepted to exit. Default: n
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- `FAST_LLM`: LLM Model to use for most tasks. Default: `gpt-3.5-turbo-0125`
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- `GITHUB_API_KEY`: [Github API Key](https://github.com/settings/tokens). Optional.
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- `GITHUB_USERNAME`: GitHub Username. Optional.
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- `GOOGLE_API_KEY`: Google API key. Optional.
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- `GOOGLE_CUSTOM_SEARCH_ENGINE_ID`: [Google custom search engine ID](https://programmablesearchengine.google.com/controlpanel/all). Optional.
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- `HEADLESS_BROWSER`: Use a headless browser while AutoGPT uses a web browser. Setting to `False` will allow you to see AutoGPT operate the browser. Default: True
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- `HUGGINGFACE_API_TOKEN`: HuggingFace API, to be used for both image generation and audio to text. Optional.
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- `HUGGINGFACE_AUDIO_TO_TEXT_MODEL`: HuggingFace audio to text model. Default: CompVis/stable-diffusion-v1-4
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- `HUGGINGFACE_IMAGE_MODEL`: HuggingFace model to use for image generation. Default: CompVis/stable-diffusion-v1-4
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- `IMAGE_PROVIDER`: Image provider. Options are `dalle`, `huggingface`, and `sdwebui`. Default: dalle
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- `IMAGE_SIZE`: Default size of image to generate. Default: 256
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- `MEMORY_BACKEND`: Memory back-end to use. Currently `json_file` is the only supported and enabled backend. Default: json_file
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- `MEMORY_INDEX`: Value used in the Memory backend for scoping, naming, or indexing. Default: auto-gpt
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- `OPENAI_API_KEY`: *REQUIRED*- Your [OpenAI API Key](https://platform.openai.com/account/api-keys).
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- `OPENAI_ORGANIZATION`: Organization ID in OpenAI. Optional.
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- `PLAIN_OUTPUT`: Plain output, which disables the spinner. Default: False
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- `PROMPT_SETTINGS_FILE`: Location of the Prompt Settings file relative to the AutoGPT root directory. Default: prompt_settings.yaml
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- `REDIS_HOST`: Redis Host. Default: localhost
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- `REDIS_PASSWORD`: Redis Password. Optional. Default:
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- `REDIS_PORT`: Redis Port. Default: 6379
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- `RESTRICT_TO_WORKSPACE`: The restrict file reading and writing to the workspace directory. Default: True
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- `SD_WEBUI_AUTH`: Stable Diffusion Web UI username:password pair. Optional.
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- `SD_WEBUI_URL`: Stable Diffusion Web UI URL. Default: http://localhost:7860
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- `SHELL_ALLOWLIST`: List of shell commands that ARE allowed to be executed by AutoGPT. Only applies if `SHELL_COMMAND_CONTROL` is set to `allowlist`. Default: None
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- `SHELL_COMMAND_CONTROL`: Whether to use `allowlist` or `denylist` to determine what shell commands can be executed (Default: denylist)
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- `SHELL_DENYLIST`: List of shell commands that ARE NOT allowed to be executed by AutoGPT. Only applies if `SHELL_COMMAND_CONTROL` is set to `denylist`. Default: sudo,su
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- `SMART_LLM`: LLM Model to use for "smart" tasks. Default: `gpt-4-turbo-preview`
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- `STREAMELEMENTS_VOICE`: StreamElements voice to use. Default: Brian
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- `TEMPERATURE`: Value of temperature given to OpenAI. Value from 0 to 2. Lower is more deterministic, higher is more random. See https://platform.openai.com/docs/api-reference/completions/create#completions/create-temperature
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- `TEXT_TO_SPEECH_PROVIDER`: Text to Speech Provider. Options are `gtts`, `macos`, `elevenlabs`, and `streamelements`. Default: gtts
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- `USER_AGENT`: User-Agent given when browsing websites. Default: "Mozilla/5.0 (Macintosh; Intel Mac OS X 10_15_4) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/83.0.4103.97 Safari/537.36"
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- `USE_AZURE`: Use Azure's LLM Default: False
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- `USE_WEB_BROWSER`: Which web browser to use. Options are `chrome`, `firefox`, `safari` or `edge` Default: chrome
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- `WIPE_REDIS_ON_START`: Wipes data / index on start. Default: True
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