Add support for prompt variables (bot name, date/time, model id)
Fixes https://github.com/etkecc/baibot/issues/10 This also includes them in the default prompts (for newly-created agents), so that people can get a better experience out of the box.
This commit is contained in:
10
Cargo.lock
generated
10
Cargo.lock
generated
@@ -303,6 +303,7 @@ dependencies = [
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"anyhow",
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"async-openai 0.24.0",
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"base64 0.22.1",
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"chrono",
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"etke_openai_api_rust",
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"matrix-sdk",
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"mxidwc",
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@@ -506,6 +507,15 @@ dependencies = [
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"zeroize",
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]
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[[package]]
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name = "chrono"
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version = "0.4.38"
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source = "registry+https://github.com/rust-lang/crates.io-index"
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checksum = "a21f936df1771bf62b77f047b726c4625ff2e8aa607c01ec06e5a05bd8463401"
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dependencies = [
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"num-traits",
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]
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[[package]]
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name = "cipher"
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version = "0.4.4"
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@@ -19,6 +19,7 @@ anthropic-rs = "0.1.*"
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anyhow = "1.0.*"
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async-openai = "0.24.*"
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base64 = "0.22.*"
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chrono = { version = "0.4.*", default-features = false, features = ["std", "now"] }
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# We'd rather not depend on this, but we cannot use the ruma-events EventContent macro without it.
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matrix-sdk = { version = "0.7.1", default-features = false }
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mxidwc = "1.0.*"
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@@ -68,6 +68,19 @@ Where appropriate, you'll mention best practices and common pitfalls.
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A prompt override can also be set globally, see [🛠️ Room Settings](./README.md#room-settings).
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Prompts may contain the following **placeholder variables** which will be replaced *every time* the bot is interacted with:
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| Placeholder | Description | Example |
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|---------------------------|-------------|---------|
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| `{{ baibot_name }}` | Name of the bot as configured in the `user.name` field in the [Static configuration](./README.md#static-configuration) | `Baibot` |
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| `{{ baibot_model_id }}` | Text-Generation model ID as configured in the [🤖 agent](../agents.md)'s configuration | `gpt-4o` |
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| `{{ baibot_now_utc }}` | Current date and time in UTC | `2024-09-20 (Friday), 14:26:42 UTC (local timezone/time: unknown)` |
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Here's a prompt that combines some of the above variables:
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> You are a brief, but helpful bot called {{ baibot_name }} powered by the {{ baibot_model_id }} model. The date/time now is: {{ baibot_now_utc }}."
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### 🌡️ Temperature Override
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You can override the [temperature](https://blogs.novita.ai/what-are-large-language-model-settings-temperature-top-p-and-max-tokens/#what-is-llm-temperature) (randomness / creativity) parameter configured at the [🤖 agent](../agents.md) level.
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@@ -2,7 +2,7 @@ base_url: https://api.anthropic.com/v1
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api_key: YOUR_API_KEY_HERE
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text_generation:
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model_id: claude-3-5-sonnet-20240620
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prompt: You are a brief, but helpful bot.
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prompt: "You are a brief, but helpful bot called {{ baibot_name }} powered by the {{ baibot_model_id }} model. The date/time now is: {{ baibot_now_utc }}."
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temperature: 1.0
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max_response_tokens: 8192
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max_context_tokens: 204800
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@@ -2,7 +2,7 @@ base_url: https://api.groq.com/openai/v1
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api_key: YOUR_API_KEY_HERE
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text_generation:
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model_id: llama3-70b-8192
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prompt: You are a brief, but helpful bot.
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prompt: "You are a brief, but helpful bot called {{ baibot_name }} powered by the {{ baibot_model_id }} model. The date/time now is: {{ baibot_now_utc }}."
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temperature: 1.0
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max_response_tokens: 4096
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max_context_tokens: 131072
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@@ -2,7 +2,7 @@ base_url: http://my-localai-self-hosted-service:8080/v1
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api_key: YOUR_API_KEY_HERE
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text_generation:
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model_id: gpt-4
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prompt: You are a brief, but helpful bot.
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prompt: "You are a brief, but helpful bot called {{ baibot_name }} powered by the {{ baibot_model_id }} model. The date/time now is: {{ baibot_now_utc }}."
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temperature: 1.0
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max_response_tokens: 4096
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max_context_tokens: 128000
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@@ -2,7 +2,7 @@ base_url: https://api.mistral.ai/v1
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api_key: YOUR_API_KEY_HERE
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text_generation:
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model_id: mistral-large-latest
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prompt: You are a brief, but helpful bot.
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prompt: "You are a brief, but helpful bot called {{ baibot_name }} powered by the {{ baibot_model_id }} model. The date/time now is: {{ baibot_now_utc }}."
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temperature: 1.0
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max_response_tokens: 4096
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max_context_tokens: 128000
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@@ -2,7 +2,7 @@ base_url: http://my-ollama-self-hosted-service:11434/v1
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api_key: YOUR_API_KEY_HERE
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text_generation:
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model_id: gemma2:2b
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prompt: You are a brief, but helpful bot.
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prompt: "You are a brief, but helpful bot called {{ baibot_name }} powered by the {{ baibot_model_id }} model. The date/time now is: {{ baibot_now_utc }}."
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temperature: 1.0
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max_response_tokens: 4096
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max_context_tokens: 128000
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@@ -2,7 +2,7 @@ base_url: ''
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api_key: YOUR_API_KEY_HERE
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text_generation:
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model_id: some-model
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prompt: You are a brief, but helpful bot.
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prompt: "You are a brief, but helpful bot called {{ baibot_name }} powered by the {{ baibot_model_id }} model. The date/time now is: {{ baibot_now_utc }}."
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temperature: 1.0
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max_response_tokens: 4096
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max_context_tokens: 128000
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@@ -2,7 +2,7 @@ base_url: https://api.openai.com/v1
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api_key: YOUR_API_KEY_HERE
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text_generation:
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model_id: gpt-4o-2024-08-06
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prompt: You are a brief, but helpful bot.
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prompt: "You are a brief, but helpful bot called {{ baibot_name }} powered by the {{ baibot_model_id }} model. The date/time now is: {{ baibot_now_utc }}."
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temperature: 1.0
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max_response_tokens: 16384
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max_context_tokens: 128000
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@@ -2,7 +2,7 @@ base_url: https://openrouter.ai/api/v1
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api_key: YOUR_API_KEY_HERE
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text_generation:
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model_id: mattshumer/reflection-70b:free
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prompt: You are a brief, but helpful bot.
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prompt: "You are a brief, but helpful bot called {{ baibot_name }} powered by the {{ baibot_model_id }} model. The date/time now is: {{ baibot_now_utc }}."
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temperature: 1.0
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max_response_tokens: 2048
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max_context_tokens: 8192
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@@ -2,7 +2,7 @@ base_url: https://api.together.xyz/v1
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api_key: YOUR_API_KEY_HERE
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text_generation:
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model_id: meta-llama/Meta-Llama-3.1-405B-Instruct-Turbo
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prompt: You are a brief, but helpful bot.
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prompt: "You are a brief, but helpful bot called {{ baibot_name }} powered by the {{ baibot_model_id }} model. The date/time now is: {{ baibot_now_utc }}."
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temperature: 1.0
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max_response_tokens: 2048
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max_context_tokens: 8192
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@@ -73,7 +73,7 @@ agents:
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# api_key: ""
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# text_generation:
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# model_id: gpt-4o-2024-08-06
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# prompt: You are a brief, but helpful bot.
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# prompt: "You are a brief, but helpful bot called {{ baibot_name }} powered by the {{ baibot_model_id }} model. The date/time now is: {{ baibot_now_utc }}."
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# temperature: 1.0
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# max_response_tokens: 16384
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# max_context_tokens: 128000
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@@ -97,7 +97,7 @@ agents:
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# api_key: null
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# text_generation:
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# model_id: gpt-4
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# prompt: You are a brief, but helpful bot.
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# prompt: "You are a brief, but helpful bot called {{ baibot_name }} powered by the {{ baibot_model_id }} model. The date/time now is: {{ baibot_now_utc }}."
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# temperature: 1.0
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# max_response_tokens: 16384
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# max_context_tokens: 128000
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@@ -19,3 +19,7 @@ pub use instantiation::Result as AgentInstantiationResult;
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pub use provider::{AgentProvider, AgentProviderInfo, ControllerTrait};
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pub use purpose::AgentPurpose;
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pub(super) fn default_prompt() -> &'static str {
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"You are a brief, but helpful bot called {{ baibot_name }} powered by the {{ baibot_model_id }} model. The date/time now is: {{ baibot_now_utc }}."
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}
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@@ -2,7 +2,7 @@ use serde::{Deserialize, Serialize};
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use anthropic_rs::models::claude::ClaudeModel;
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use crate::agent::provider::ConfigTrait;
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use crate::agent::{default_prompt, provider::ConfigTrait};
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#[derive(Debug, Clone, Serialize, Deserialize)]
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pub struct Config {
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@@ -58,7 +58,7 @@ impl Default for TextGenerationConfig {
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fn default() -> Self {
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Self {
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model_id: default_text_model_id(),
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prompt: Some("You are a brief, but helpful bot.".to_owned()),
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prompt: Some(default_prompt().to_owned()),
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temperature: super::super::default_temperature(),
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max_response_tokens: 8192,
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max_context_tokens: 204_800,
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@@ -95,11 +95,12 @@ impl ControllerTrait for Controller {
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));
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};
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let prompt_text = params
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.prompt_override
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.unwrap_or(self.text_generation_prompt().unwrap_or("".to_owned()))
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.trim()
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.to_owned();
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let prompt_text = params.prompt_variables.format(
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params
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.prompt_override
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.unwrap_or(self.text_generation_prompt().unwrap_or("".to_owned()))
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.trim(),
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);
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let prompt_message = if prompt_text.is_empty() {
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None
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@@ -225,20 +226,25 @@ impl ControllerTrait for Controller {
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}
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}
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fn text_generation_prompt(&self) -> Option<String> {
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let Some(text_generation_config) = &self.config.text_generation else {
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return None;
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};
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fn text_generation_model_id(&self) -> Option<String> {
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self.config
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.text_generation
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.as_ref()
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.map(|config| config.model_id.to_owned())
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}
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text_generation_config.prompt.clone()
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fn text_generation_prompt(&self) -> Option<String> {
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self.config
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.text_generation
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.as_ref()
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.and_then(|config| config.prompt.clone())
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}
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fn text_generation_temperature(&self) -> Option<f32> {
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let Some(text_generation_config) = &self.config.text_generation else {
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return None;
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};
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Some(text_generation_config.temperature)
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self.config
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.text_generation
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.as_ref()
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.map(|config| config.temperature)
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}
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fn text_to_speech_voice(&self) -> Option<String> {
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@@ -13,6 +13,8 @@ pub trait ControllerTrait {
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fn ping(&self) -> impl std::future::Future<Output = anyhow::Result<PingResult>> + Send;
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fn text_generation_model_id(&self) -> Option<String>;
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fn text_generation_prompt(&self) -> Option<String>;
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fn text_generation_temperature(&self) -> Option<f32>;
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@@ -63,6 +65,14 @@ impl ControllerTrait for ControllerType {
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}
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}
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fn text_generation_model_id(&self) -> Option<String> {
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match &self {
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ControllerType::OpenAI(controller) => controller.text_generation_model_id(),
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ControllerType::OpenAICompat(controller) => controller.text_generation_model_id(),
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ControllerType::Anthropic(controller) => controller.text_generation_model_id(),
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}
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}
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fn text_generation_prompt(&self) -> Option<String> {
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match &self {
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ControllerType::OpenAI(controller) => controller.text_generation_prompt(),
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@@ -9,5 +9,7 @@ pub use agent_provider::{AgentProvider, AgentProviderInfo};
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pub use image_generation::{ImageGenerationParams, ImageGenerationResult};
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pub use ping::PingResult;
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pub use speech_to_text::{SpeechToTextParams, SpeechToTextResult};
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pub use text_generation::{TextGenerationParams, TextGenerationResult};
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pub use text_generation::{
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TextGenerationParams, TextGenerationPromptVariables, TextGenerationResult,
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};
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pub use text_to_speech::{TextToSpeechParams, TextToSpeechResult};
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@@ -1,8 +1,13 @@
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mod prompt_variables;
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pub use prompt_variables::TextGenerationPromptVariables;
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#[derive(Default)]
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pub struct TextGenerationParams {
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pub context_management_enabled: bool,
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pub prompt_override: Option<String>,
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pub temperature_override: Option<f32>,
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pub prompt_variables: TextGenerationPromptVariables,
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}
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pub struct TextGenerationResult {
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@@ -0,0 +1,75 @@
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use chrono::{DateTime, Utc};
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use std::collections::HashMap;
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pub struct TextGenerationPromptVariables {
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map: HashMap<String, String>,
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}
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impl Default for TextGenerationPromptVariables {
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fn default() -> Self {
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Self::new("unnamed", "unknown-model", Utc::now())
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}
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}
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impl TextGenerationPromptVariables {
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pub fn new(bot_name: &str, model_id: &str, utc_time: DateTime<Utc>) -> Self {
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let mut map = HashMap::new();
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map.insert("baibot_name".to_string(), bot_name.to_string());
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map.insert("baibot_model_id".to_string(), model_id.to_string());
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map.insert("baibot_now_utc".to_string(), format_utc_time(utc_time));
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Self { map }
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}
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pub fn format(&self, text: &str) -> String {
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let mut formatted_text = text.to_string();
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for (key, value) in &self.map {
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let placeholder = format!("{{{{ {} }}}}", key);
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formatted_text = formatted_text.replace(&placeholder, value);
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}
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formatted_text
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}
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}
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fn format_utc_time(time: DateTime<Utc>) -> String {
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time.format("%Y-%m-%d (%A), %H:%M:%S UTC").to_string()
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}
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#[cfg(test)]
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mod tests {
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use super::*;
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use chrono::{TimeZone, Timelike};
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#[test]
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fn test_new() {
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// Intentionally injecting some sub-seconds to ensure formatting would ignore them.
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let now_utc = Utc
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.with_ymd_and_hms(2024, 9, 20, 18, 34, 15)
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.unwrap()
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.with_nanosecond(250000000)
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.unwrap();
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let variables = TextGenerationPromptVariables::new("baibot", "gpt-4o", now_utc);
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assert_eq!(
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variables.map.get("baibot_name"),
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Some(&"baibot".to_string())
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);
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assert_eq!(
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variables.map.get("baibot_model_id"),
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Some(&"gpt-4o".to_string())
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);
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assert_eq!(
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variables.map.get("baibot_now_utc"),
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Some(&format_utc_time(now_utc))
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);
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let prompt = "Hello, I'm {{ baibot_name }} using {{ baibot_model_id }}. The date/time now is {{ baibot_now_utc }}.";
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let expected = "Hello, I'm baibot using gpt-4o. The date/time now is 2024-09-20 (Friday), 18:34:15 UTC.";
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assert_eq!(variables.format(prompt), expected);
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}
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}
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@@ -21,5 +21,5 @@ pub use config::ConfigTrait;
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|
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pub use entity::{
|
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AgentProvider, AgentProviderInfo, ImageGenerationParams, PingResult, SpeechToTextParams,
|
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SpeechToTextResult, TextGenerationParams, TextToSpeechParams,
|
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SpeechToTextResult, TextGenerationParams, TextGenerationPromptVariables, TextToSpeechParams,
|
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};
|
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|
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@@ -1,6 +1,6 @@
|
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use serde::{Deserialize, Serialize};
|
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|
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use crate::agent::provider::ConfigTrait;
|
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use crate::agent::{default_prompt, provider::ConfigTrait};
|
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|
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#[derive(Debug, Clone, Serialize, Deserialize)]
|
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pub struct Config {
|
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@@ -66,7 +66,7 @@ impl Default for TextGenerationConfig {
|
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fn default() -> Self {
|
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Self {
|
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model_id: default_text_model_id(),
|
||||
prompt: Some("You are a brief, but helpful bot.".to_owned()),
|
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prompt: Some(default_prompt().to_owned()),
|
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temperature: super::super::default_temperature(),
|
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max_response_tokens: 16_384,
|
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max_context_tokens: 128_000,
|
||||
|
||||
@@ -86,11 +86,12 @@ impl ControllerTrait for Controller {
|
||||
));
|
||||
};
|
||||
|
||||
let prompt_text = params
|
||||
.prompt_override
|
||||
.unwrap_or(self.text_generation_prompt().unwrap_or("".to_owned()))
|
||||
.trim()
|
||||
.to_owned();
|
||||
let prompt_text = params.prompt_variables.format(
|
||||
params
|
||||
.prompt_override
|
||||
.unwrap_or(self.text_generation_prompt().unwrap_or("".to_owned()))
|
||||
.trim(),
|
||||
);
|
||||
|
||||
let prompt_message = if prompt_text.is_empty() {
|
||||
None
|
||||
@@ -391,20 +392,25 @@ impl ControllerTrait for Controller {
|
||||
}
|
||||
}
|
||||
|
||||
fn text_generation_prompt(&self) -> Option<String> {
|
||||
let Some(text_generation_config) = &self.config.text_generation else {
|
||||
return None;
|
||||
};
|
||||
fn text_generation_model_id(&self) -> Option<String> {
|
||||
self.config
|
||||
.text_generation
|
||||
.as_ref()
|
||||
.map(|config| config.model_id.to_owned())
|
||||
}
|
||||
|
||||
text_generation_config.prompt.clone()
|
||||
fn text_generation_prompt(&self) -> Option<String> {
|
||||
self.config
|
||||
.text_generation
|
||||
.as_ref()
|
||||
.and_then(|config| config.prompt.clone())
|
||||
}
|
||||
|
||||
fn text_generation_temperature(&self) -> Option<f32> {
|
||||
let Some(text_generation_config) = &self.config.text_generation else {
|
||||
return None;
|
||||
};
|
||||
|
||||
Some(text_generation_config.temperature)
|
||||
self.config
|
||||
.text_generation
|
||||
.as_ref()
|
||||
.map(|config| config.temperature)
|
||||
}
|
||||
|
||||
fn text_to_speech_voice(&self) -> Option<String> {
|
||||
|
||||
@@ -1,5 +1,6 @@
|
||||
use serde::{Deserialize, Serialize};
|
||||
|
||||
use crate::agent::default_prompt;
|
||||
use crate::agent::provider::openai::{
|
||||
ImageGenerationConfig as OpenAIImageGenerationConfig,
|
||||
SpeechToTextConfig as OpenAISpeechToTextConfig,
|
||||
@@ -75,7 +76,7 @@ impl Default for TextGenerationConfig {
|
||||
fn default() -> Self {
|
||||
Self {
|
||||
model_id: default_text_model_id(),
|
||||
prompt: Some("You are a brief, but helpful bot.".to_owned()),
|
||||
prompt: Some(default_prompt().to_owned()),
|
||||
temperature: super::super::default_temperature(),
|
||||
max_response_tokens: 4096,
|
||||
max_context_tokens: 128_000,
|
||||
|
||||
@@ -84,11 +84,12 @@ impl ControllerTrait for Controller {
|
||||
));
|
||||
};
|
||||
|
||||
let prompt_text = params
|
||||
.prompt_override
|
||||
.unwrap_or(self.text_generation_prompt().unwrap_or("".to_owned()))
|
||||
.trim()
|
||||
.to_owned();
|
||||
let prompt_text = params.prompt_variables.format(
|
||||
params
|
||||
.prompt_override
|
||||
.unwrap_or(self.text_generation_prompt().unwrap_or("".to_owned()))
|
||||
.trim(),
|
||||
);
|
||||
|
||||
let prompt_message = if prompt_text.is_empty() {
|
||||
None
|
||||
@@ -409,20 +410,25 @@ impl ControllerTrait for Controller {
|
||||
}
|
||||
}
|
||||
|
||||
fn text_generation_prompt(&self) -> Option<String> {
|
||||
let Some(text_generation_config) = &self.config.text_generation else {
|
||||
return None;
|
||||
};
|
||||
fn text_generation_model_id(&self) -> Option<String> {
|
||||
self.config
|
||||
.text_generation
|
||||
.as_ref()
|
||||
.map(|config| config.model_id.to_owned())
|
||||
}
|
||||
|
||||
text_generation_config.prompt.clone()
|
||||
fn text_generation_prompt(&self) -> Option<String> {
|
||||
self.config
|
||||
.text_generation
|
||||
.as_ref()
|
||||
.and_then(|config| config.prompt.clone())
|
||||
}
|
||||
|
||||
fn text_generation_temperature(&self) -> Option<f32> {
|
||||
let Some(text_generation_config) = &self.config.text_generation else {
|
||||
return None;
|
||||
};
|
||||
|
||||
Some(text_generation_config.temperature)
|
||||
self.config
|
||||
.text_generation
|
||||
.as_ref()
|
||||
.map(|config| config.temperature)
|
||||
}
|
||||
|
||||
fn text_to_speech_voice(&self) -> Option<String> {
|
||||
|
||||
@@ -4,7 +4,9 @@ use mxlink::{MatrixLink, MessageResponseType};
|
||||
|
||||
use tracing::Instrument;
|
||||
|
||||
use crate::agent::provider::{SpeechToTextParams, TextGenerationParams};
|
||||
use crate::agent::provider::{
|
||||
SpeechToTextParams, TextGenerationParams, TextGenerationPromptVariables,
|
||||
};
|
||||
use crate::agent::AgentInstance;
|
||||
use crate::agent::AgentPurpose;
|
||||
use crate::agent::ControllerTrait;
|
||||
@@ -405,6 +407,16 @@ async fn handle_stage_text_generation(
|
||||
|
||||
let start_time = std::time::Instant::now();
|
||||
|
||||
let controller = agent.controller();
|
||||
|
||||
let prompt_variables = TextGenerationPromptVariables::new(
|
||||
bot.name(),
|
||||
&controller
|
||||
.text_generation_model_id()
|
||||
.unwrap_or("unknown-model".to_owned()),
|
||||
chrono::Utc::now(),
|
||||
);
|
||||
|
||||
let params = TextGenerationParams {
|
||||
context_management_enabled: message_context
|
||||
.room_config_context()
|
||||
@@ -417,10 +429,11 @@ async fn handle_stage_text_generation(
|
||||
temperature_override: message_context
|
||||
.room_config_context()
|
||||
.text_generation_temperature_override(),
|
||||
|
||||
prompt_variables,
|
||||
};
|
||||
|
||||
let result = agent
|
||||
.controller()
|
||||
let result = controller
|
||||
.generate_text(conversation, params)
|
||||
.instrument(span)
|
||||
.await;
|
||||
|
||||
Reference in New Issue
Block a user