feat: agent brain (ollama) and chat ui
This commit is contained in:
@@ -87,7 +87,8 @@ When the LLM context window fills up (or the chat gets slow/confused):
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If a user hands you this document and says "Apply this process to my project":
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1. **Analyze the Request:** Ask for the high-level goal ("What are we building?") and the tech preferences ("Rust or Python?").
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2. **Scaffold:** Run commands to create the `specs/` and `stories/` folders.
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3. **Draft Context:** Write `specs/00_CONTEXT.md` based on the user's answer.
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4. **Draft Stack:** Write `specs/tech/STACK.md` based on best practices for that language.
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5. **Wait:** Ask the user for "Story #1".
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2. **Git Check:** Check if the directory is a git repository (`git status`). If not, run `git init`.
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3. **Scaffold:** Run commands to create the `specs/` and `stories/` folders.
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4. **Draft Context:** Write `specs/00_CONTEXT.md` based on the user's answer.
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5. **Draft Stack:** Write `specs/tech/STACK.md` based on best practices for that language.
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6. **Wait:** Ask the user for "Story #1".
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29
.living_spec/specs/functional/AI_INTEGRATION.md
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29
.living_spec/specs/functional/AI_INTEGRATION.md
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@@ -0,0 +1,29 @@
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# Functional Spec: AI Integration
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## 1. Provider Abstraction
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The system uses a pluggable architecture for LLMs. The `ModelProvider` interface abstracts:
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* **Generation:** Sending prompt + history + tools to the model.
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* **Parsing:** Extracting text content vs. tool calls from the raw response.
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## 2. Ollama Implementation
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* **Endpoint:** `http://localhost:11434/api/chat`
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* **JSON Protocol:**
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* Request: `{ model: "name", messages: [...], stream: false, tools: [...] }`
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* Response: Standard Ollama JSON with `message.tool_calls`.
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* **Fallback:** If the specific local model doesn't support native tool calling, we may need a fallback system prompt approach, but for this story, we assume a tool-capable model (like `llama3.1` or `mistral-nemo`).
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## 3. Chat Loop (Backend)
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The `chat` command acts as the **Agent Loop**:
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1. Frontend sends: `User Message`.
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2. Backend appends to `SessionState.history`.
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3. Backend calls `OllamaProvider`.
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4. **If Text Response:** Return text to Frontend.
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5. **If Tool Call:**
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* Backend executes the Tool (using the Core Tools from Story #2).
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* Backend appends `ToolResult` to history.
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* Backend *re-prompts* Ollama with the new history (recursion).
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* Repeat until Text Response or Max Turns reached.
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## 4. Frontend State
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* **Settings:** Store `llm_provider` ("ollama"), `ollama_model` ("llama3.2"), `ollama_base_url`.
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* **Chat:** Display the conversation. Tool calls should be visible as "System Events" (e.g., collapsed accordions).
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@@ -78,6 +78,8 @@ To support both Remote and Local models, the system implements a `ModelProvider`
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* `walkdir`: Simple directory traversal.
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* `tokio`: Async runtime.
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* `reqwest`: For LLM API calls (if backend-initiated).
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* `uuid`: For unique message IDs.
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* `chrono`: For timestamps.
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* `tauri-plugin-dialog`: Native system dialogs.
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* **JavaScript:**
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* `@tauri-apps/api`: Tauri Bridge.
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22
.living_spec/stories/archive/03_llm_ollama.md
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22
.living_spec/stories/archive/03_llm_ollama.md
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@@ -0,0 +1,22 @@
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# Story: The Agent Brain (Ollama Integration)
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## User Story
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**As a** User
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**I want to** connect the Assistant to a local Ollama instance
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**So that** I can chat with the Agent and have it execute tools without sending data to the cloud.
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## Acceptance Criteria
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* [ ] Backend: Implement `ModelProvider` trait/interface.
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* [ ] Backend: Implement `OllamaProvider` (POST /api/chat).
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* [ ] Backend: Implement `chat(message, history, provider_config)` command.
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* [ ] Must support passing Tool Definitions to Ollama (if model supports it) or System Prompt instructions.
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* [ ] Must parse Tool Calls from the response.
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* [ ] Frontend: Settings Screen to toggle "Ollama" and set Model Name (default: `llama3`).
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* [ ] Frontend: Chat Interface.
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* [ ] Message History (User/Assistant).
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* [ ] Tool Call visualization (e.g., "Running git status...").
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## Out of Scope
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* Remote Providers (Anthropic/OpenAI) - Future Story.
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* Streaming responses (wait for full completion for MVP).
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* Complex context window management (just send full history for now).
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@@ -14,7 +14,8 @@
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"react-markdown": "^10.1.0"
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},
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"devDependencies": {
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"@tauri-apps/cli": "^2",
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673
pnpm-lock.yaml
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673
pnpm-lock.yaml
generated
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||||
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||||
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||||
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||||
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||||
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||||
338
src-tauri/Cargo.lock
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338
src-tauri/Cargo.lock
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||||
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||||
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||||
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||||
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||||
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||||
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|
||||
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||||
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||||
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||||
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||||
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|
||||
"version_check",
|
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[[package]]
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@@ -536,9 +548,9 @@ source = "registry+https://github.com/rust-lang/crates.io-index"
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[[package]]
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[[package]]
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@@ -1430,6 +1467,25 @@ dependencies = [
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"syn 2.0.111",
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"futures-core",
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||||
"h2",
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"http",
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||||
"http-body",
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"httparse",
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@@ -1538,6 +1595,38 @@ dependencies = [
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||||
[[package]]
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[[package]]
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||||
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@@ -2090,6 +2184,23 @@ dependencies = [
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||||
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|
||||
@@ -3608,7 +3878,7 @@ checksum = "f3a753bdc39c07b192151523a3f77cd0394aa75413802c883a0f6f6a0e5ee2e7"
|
||||
dependencies = [
|
||||
"bitflags 2.10.0",
|
||||
"block2",
|
||||
"core-foundation",
|
||||
"core-foundation 0.10.1",
|
||||
"core-graphics",
|
||||
"crossbeam-channel",
|
||||
"dispatch",
|
||||
@@ -4072,6 +4342,26 @@ dependencies = [
|
||||
"windows-sys 0.61.2",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "tokio-native-tls"
|
||||
version = "0.3.1"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "bbae76ab933c85776efabc971569dd6119c580d8f5d448769dec1764bf796ef2"
|
||||
dependencies = [
|
||||
"native-tls",
|
||||
"tokio",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "tokio-rustls"
|
||||
version = "0.26.4"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "1729aa945f29d91ba541258c8df89027d5792d85a8841fb65e8bf0f4ede4ef61"
|
||||
dependencies = [
|
||||
"rustls",
|
||||
"tokio",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "tokio-util"
|
||||
version = "0.7.17"
|
||||
@@ -4361,6 +4651,12 @@ version = "1.12.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "f6ccf251212114b54433ec949fd6a7841275f9ada20dddd2f29e9ceea4501493"
|
||||
|
||||
[[package]]
|
||||
name = "untrusted"
|
||||
version = "0.9.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "8ecb6da28b8a351d773b68d5825ac39017e680750f980f3a1a85cd8dd28a47c1"
|
||||
|
||||
[[package]]
|
||||
name = "url"
|
||||
version = "2.5.7"
|
||||
@@ -4409,6 +4705,12 @@ dependencies = [
|
||||
"wasm-bindgen",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "vcpkg"
|
||||
version = "0.2.15"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "accd4ea62f7bb7a82fe23066fb0957d48ef677f6eeb8215f372f52e48bb32426"
|
||||
|
||||
[[package]]
|
||||
name = "version-compare"
|
||||
version = "0.2.1"
|
||||
@@ -4851,6 +5153,17 @@ dependencies = [
|
||||
"windows-link 0.1.3",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "windows-registry"
|
||||
version = "0.6.1"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "02752bf7fbdcce7f2a27a742f798510f3e5ad88dbe84871e5168e2120c3d5720"
|
||||
dependencies = [
|
||||
"windows-link 0.2.1",
|
||||
"windows-result 0.4.1",
|
||||
"windows-strings 0.5.1",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "windows-result"
|
||||
version = "0.3.4"
|
||||
@@ -4896,6 +5209,15 @@ dependencies = [
|
||||
"windows-targets 0.42.2",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "windows-sys"
|
||||
version = "0.52.0"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "282be5f36a8ce781fad8c8ae18fa3f9beff57ec1b52cb3de0789201425d9a33d"
|
||||
dependencies = [
|
||||
"windows-targets 0.52.6",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "windows-sys"
|
||||
version = "0.59.0"
|
||||
@@ -5359,6 +5681,12 @@ dependencies = [
|
||||
"synstructure",
|
||||
]
|
||||
|
||||
[[package]]
|
||||
name = "zeroize"
|
||||
version = "1.8.2"
|
||||
source = "registry+https://github.com/rust-lang/crates.io-index"
|
||||
checksum = "b97154e67e32c85465826e8bcc1c59429aaaf107c1e4a9e53c8d8ccd5eff88d0"
|
||||
|
||||
[[package]]
|
||||
name = "zerotrie"
|
||||
version = "0.2.3"
|
||||
|
||||
@@ -25,4 +25,7 @@ serde_json = "1"
|
||||
tauri-plugin-dialog = "2.4.2"
|
||||
ignore = "0.4.25"
|
||||
walkdir = "2.5.0"
|
||||
reqwest = { version = "0.12.28", features = ["json", "blocking"] }
|
||||
uuid = { version = "1.19.0", features = ["v4", "serde"] }
|
||||
chrono = { version = "0.4.42", features = ["serde"] }
|
||||
|
||||
|
||||
243
src-tauri/src/commands/chat.rs
Normal file
243
src-tauri/src/commands/chat.rs
Normal file
@@ -0,0 +1,243 @@
|
||||
use crate::commands::{fs, search, shell};
|
||||
use crate::llm::ollama::OllamaProvider;
|
||||
use crate::llm::types::{
|
||||
Message, ModelProvider, Role, ToolCall, ToolDefinition, ToolFunctionDefinition,
|
||||
};
|
||||
use crate::state::SessionState;
|
||||
use serde::{Deserialize, Serialize};
|
||||
use serde_json::json;
|
||||
use tauri::State;
|
||||
|
||||
#[derive(Deserialize)]
|
||||
pub struct ProviderConfig {
|
||||
pub provider: String, // "ollama"
|
||||
pub model: String,
|
||||
pub base_url: Option<String>,
|
||||
}
|
||||
|
||||
const MAX_TURNS: usize = 10;
|
||||
|
||||
#[tauri::command]
|
||||
pub async fn chat(
|
||||
messages: Vec<Message>,
|
||||
config: ProviderConfig,
|
||||
state: State<'_, SessionState>,
|
||||
) -> Result<Vec<Message>, String> {
|
||||
// 1. Setup Provider
|
||||
let provider: Box<dyn ModelProvider> = match config.provider.as_str() {
|
||||
"ollama" => Box::new(OllamaProvider::new(
|
||||
config
|
||||
.base_url
|
||||
.unwrap_or_else(|| "http://localhost:11434".to_string()),
|
||||
)),
|
||||
_ => return Err(format!("Unsupported provider: {}", config.provider)),
|
||||
};
|
||||
|
||||
// 2. Define Tools
|
||||
let tools = get_tool_definitions();
|
||||
|
||||
// 3. Agent Loop
|
||||
let mut current_history = messages.clone();
|
||||
let mut new_messages: Vec<Message> = Vec::new();
|
||||
let mut turn_count = 0;
|
||||
|
||||
loop {
|
||||
if turn_count >= MAX_TURNS {
|
||||
return Err("Max conversation turns reached.".to_string());
|
||||
}
|
||||
turn_count += 1;
|
||||
|
||||
// Call LLM
|
||||
let response = provider
|
||||
.chat(&config.model, ¤t_history, &tools)
|
||||
.map_err(|e| format!("LLM Error: {}", e))?;
|
||||
|
||||
// Process Response
|
||||
if let Some(tool_calls) = response.tool_calls {
|
||||
// The Assistant wants to run tools
|
||||
let assistant_msg = Message {
|
||||
role: Role::Assistant,
|
||||
content: response.content.unwrap_or_default(),
|
||||
tool_calls: Some(tool_calls.clone()),
|
||||
tool_call_id: None,
|
||||
};
|
||||
|
||||
current_history.push(assistant_msg.clone());
|
||||
new_messages.push(assistant_msg);
|
||||
|
||||
// Execute Tools
|
||||
for call in tool_calls {
|
||||
let output = execute_tool(&call, &state).await;
|
||||
|
||||
let tool_msg = Message {
|
||||
role: Role::Tool,
|
||||
content: output,
|
||||
tool_calls: None,
|
||||
// For Ollama/Simple flow, we just append.
|
||||
// For OpenAI strict, this needs to match call.id.
|
||||
tool_call_id: call.id,
|
||||
};
|
||||
|
||||
current_history.push(tool_msg.clone());
|
||||
new_messages.push(tool_msg);
|
||||
}
|
||||
} else {
|
||||
// Final text response
|
||||
let assistant_msg = Message {
|
||||
role: Role::Assistant,
|
||||
content: response.content.unwrap_or_default(),
|
||||
tool_calls: None,
|
||||
tool_call_id: None,
|
||||
};
|
||||
|
||||
// We don't push to current_history needed for next loop, because we are done.
|
||||
new_messages.push(assistant_msg);
|
||||
break;
|
||||
}
|
||||
}
|
||||
|
||||
Ok(new_messages)
|
||||
}
|
||||
|
||||
async fn execute_tool(call: &ToolCall, state: &State<'_, SessionState>) -> String {
|
||||
let name = call.function.name.as_str();
|
||||
// Parse arguments. They come as a JSON string from the LLM abstraction.
|
||||
let args: serde_json::Value = match serde_json::from_str(&call.function.arguments) {
|
||||
Ok(v) => v,
|
||||
Err(e) => return format!("Error parsing arguments: {}", e),
|
||||
};
|
||||
|
||||
match name {
|
||||
"read_file" => {
|
||||
let path = args["path"].as_str().unwrap_or("").to_string();
|
||||
match fs::read_file(path, state.clone()).await {
|
||||
Ok(content) => content,
|
||||
Err(e) => format!("Error: {}", e),
|
||||
}
|
||||
}
|
||||
"write_file" => {
|
||||
let path = args["path"].as_str().unwrap_or("").to_string();
|
||||
let content = args["content"].as_str().unwrap_or("").to_string();
|
||||
match fs::write_file(path, content, state.clone()).await {
|
||||
Ok(_) => "File written successfully.".to_string(),
|
||||
Err(e) => format!("Error: {}", e),
|
||||
}
|
||||
}
|
||||
"list_directory" => {
|
||||
let path = args["path"].as_str().unwrap_or("").to_string();
|
||||
match fs::list_directory(path, state.clone()).await {
|
||||
Ok(entries) => serde_json::to_string(&entries).unwrap_or_default(),
|
||||
Err(e) => format!("Error: {}", e),
|
||||
}
|
||||
}
|
||||
"search_files" => {
|
||||
let query = args["query"].as_str().unwrap_or("").to_string();
|
||||
match search::search_files(query, state.clone()).await {
|
||||
Ok(results) => serde_json::to_string(&results).unwrap_or_default(),
|
||||
Err(e) => format!("Error: {}", e),
|
||||
}
|
||||
}
|
||||
"exec_shell" => {
|
||||
let command = args["command"].as_str().unwrap_or("").to_string();
|
||||
let args_vec: Vec<String> = args["args"]
|
||||
.as_array()
|
||||
.map(|arr| {
|
||||
arr.iter()
|
||||
.map(|v| v.as_str().unwrap_or("").to_string())
|
||||
.collect()
|
||||
})
|
||||
.unwrap_or_default();
|
||||
|
||||
match shell::exec_shell(command, args_vec, state.clone()).await {
|
||||
Ok(output) => serde_json::to_string(&output).unwrap_or_default(),
|
||||
Err(e) => format!("Error: {}", e),
|
||||
}
|
||||
}
|
||||
_ => format!("Unknown tool: {}", name),
|
||||
}
|
||||
}
|
||||
|
||||
fn get_tool_definitions() -> Vec<ToolDefinition> {
|
||||
vec![
|
||||
ToolDefinition {
|
||||
kind: "function".to_string(),
|
||||
function: ToolFunctionDefinition {
|
||||
name: "read_file".to_string(),
|
||||
description: "Reads the content of a file in the project.".to_string(),
|
||||
parameters: json!({
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"path": { "type": "string", "description": "Relative path to the file" }
|
||||
},
|
||||
"required": ["path"]
|
||||
}),
|
||||
},
|
||||
},
|
||||
ToolDefinition {
|
||||
kind: "function".to_string(),
|
||||
function: ToolFunctionDefinition {
|
||||
name: "write_file".to_string(),
|
||||
description: "Writes content to a file. Overwrites if exists.".to_string(),
|
||||
parameters: json!({
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"path": { "type": "string", "description": "Relative path to the file" },
|
||||
"content": { "type": "string", "description": "The full content to write" }
|
||||
},
|
||||
"required": ["path", "content"]
|
||||
}),
|
||||
},
|
||||
},
|
||||
ToolDefinition {
|
||||
kind: "function".to_string(),
|
||||
function: ToolFunctionDefinition {
|
||||
name: "list_directory".to_string(),
|
||||
description: "Lists files and directories at a path.".to_string(),
|
||||
parameters: json!({
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"path": { "type": "string", "description": "Relative path to list (use '.' for root)" }
|
||||
},
|
||||
"required": ["path"]
|
||||
}),
|
||||
},
|
||||
},
|
||||
ToolDefinition {
|
||||
kind: "function".to_string(),
|
||||
function: ToolFunctionDefinition {
|
||||
name: "search_files".to_string(),
|
||||
description: "Searches for text content across all files in the project."
|
||||
.to_string(),
|
||||
parameters: json!({
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"query": { "type": "string", "description": "The string to search for" }
|
||||
},
|
||||
"required": ["query"]
|
||||
}),
|
||||
},
|
||||
},
|
||||
ToolDefinition {
|
||||
kind: "function".to_string(),
|
||||
function: ToolFunctionDefinition {
|
||||
name: "exec_shell".to_string(),
|
||||
description: "Executes a shell command in the project root.".to_string(),
|
||||
parameters: json!({
|
||||
"type": "object",
|
||||
"properties": {
|
||||
"command": {
|
||||
"type": "string",
|
||||
"description": "The command to run (e.g., 'git', 'cargo', 'ls')"
|
||||
},
|
||||
"args": {
|
||||
"type": "array",
|
||||
"items": { "type": "string" },
|
||||
"description": "Arguments for the command"
|
||||
}
|
||||
},
|
||||
"required": ["command", "args"]
|
||||
}),
|
||||
},
|
||||
},
|
||||
]
|
||||
}
|
||||
@@ -1,3 +1,4 @@
|
||||
pub mod chat;
|
||||
pub mod fs;
|
||||
pub mod search;
|
||||
pub mod shell;
|
||||
|
||||
@@ -1,4 +1,5 @@
|
||||
mod commands;
|
||||
mod llm;
|
||||
mod state;
|
||||
|
||||
use state::SessionState;
|
||||
@@ -15,7 +16,8 @@ pub fn run() {
|
||||
commands::fs::write_file,
|
||||
commands::fs::list_directory,
|
||||
commands::search::search_files,
|
||||
commands::shell::exec_shell
|
||||
commands::shell::exec_shell,
|
||||
commands::chat::chat
|
||||
])
|
||||
.run(tauri::generate_context!())
|
||||
.expect("error while running tauri application");
|
||||
|
||||
2
src-tauri/src/llm/mod.rs
Normal file
2
src-tauri/src/llm/mod.rs
Normal file
@@ -0,0 +1,2 @@
|
||||
pub mod ollama;
|
||||
pub mod types;
|
||||
170
src-tauri/src/llm/ollama.rs
Normal file
170
src-tauri/src/llm/ollama.rs
Normal file
@@ -0,0 +1,170 @@
|
||||
use crate::llm::types::{
|
||||
CompletionResponse, FunctionCall, Message, ModelProvider, Role, ToolCall, ToolDefinition,
|
||||
};
|
||||
use serde::{Deserialize, Serialize};
|
||||
use serde_json::Value;
|
||||
|
||||
pub struct OllamaProvider {
|
||||
base_url: String,
|
||||
}
|
||||
|
||||
impl OllamaProvider {
|
||||
pub fn new(base_url: String) -> Self {
|
||||
Self { base_url }
|
||||
}
|
||||
}
|
||||
|
||||
// --- Request Types ---
|
||||
|
||||
#[derive(Serialize)]
|
||||
struct OllamaRequest<'a> {
|
||||
model: &'a str,
|
||||
messages: Vec<OllamaRequestMessage>,
|
||||
stream: bool,
|
||||
#[serde(skip_serializing_if = "is_empty_tools")]
|
||||
tools: &'a [ToolDefinition],
|
||||
}
|
||||
|
||||
fn is_empty_tools(tools: &&[ToolDefinition]) -> bool {
|
||||
tools.is_empty()
|
||||
}
|
||||
|
||||
#[derive(Serialize)]
|
||||
struct OllamaRequestMessage {
|
||||
role: Role,
|
||||
content: String,
|
||||
#[serde(skip_serializing_if = "Option::is_none")]
|
||||
tool_calls: Option<Vec<OllamaRequestToolCall>>,
|
||||
#[serde(skip_serializing_if = "Option::is_none")]
|
||||
tool_call_id: Option<String>,
|
||||
}
|
||||
|
||||
#[derive(Serialize)]
|
||||
struct OllamaRequestToolCall {
|
||||
function: OllamaRequestFunctionCall,
|
||||
#[serde(rename = "type")]
|
||||
kind: String,
|
||||
}
|
||||
|
||||
#[derive(Serialize)]
|
||||
struct OllamaRequestFunctionCall {
|
||||
name: String,
|
||||
arguments: Value,
|
||||
}
|
||||
|
||||
// --- Response Types ---
|
||||
|
||||
#[derive(Deserialize)]
|
||||
struct OllamaResponse {
|
||||
message: OllamaResponseMessage,
|
||||
}
|
||||
|
||||
#[derive(Deserialize)]
|
||||
struct OllamaResponseMessage {
|
||||
content: String,
|
||||
tool_calls: Option<Vec<OllamaResponseToolCall>>,
|
||||
}
|
||||
|
||||
#[derive(Deserialize)]
|
||||
struct OllamaResponseToolCall {
|
||||
function: OllamaResponseFunctionCall,
|
||||
}
|
||||
|
||||
#[derive(Deserialize)]
|
||||
struct OllamaResponseFunctionCall {
|
||||
name: String,
|
||||
arguments: Value, // Ollama returns Object, we convert to String for internal storage
|
||||
}
|
||||
|
||||
impl ModelProvider for OllamaProvider {
|
||||
fn chat(
|
||||
&self,
|
||||
model: &str,
|
||||
messages: &[Message],
|
||||
tools: &[ToolDefinition],
|
||||
) -> Result<CompletionResponse, String> {
|
||||
let client = reqwest::blocking::Client::new();
|
||||
let url = format!("{}/api/chat", self.base_url.trim_end_matches('/'));
|
||||
|
||||
// Convert domain Messages to Ollama Messages (handling String -> Object args mismatch)
|
||||
let ollama_messages: Vec<OllamaRequestMessage> = messages
|
||||
.iter()
|
||||
.map(|m| {
|
||||
let tool_calls = m.tool_calls.as_ref().map(|calls| {
|
||||
calls
|
||||
.iter()
|
||||
.map(|tc| {
|
||||
// Try to parse string args as JSON, fallback to string value if fails
|
||||
let args_val: Value = serde_json::from_str(&tc.function.arguments)
|
||||
.unwrap_or(Value::String(tc.function.arguments.clone()));
|
||||
|
||||
OllamaRequestToolCall {
|
||||
kind: tc.kind.clone(),
|
||||
function: OllamaRequestFunctionCall {
|
||||
name: tc.function.name.clone(),
|
||||
arguments: args_val,
|
||||
},
|
||||
}
|
||||
})
|
||||
.collect()
|
||||
});
|
||||
|
||||
OllamaRequestMessage {
|
||||
role: m.role.clone(),
|
||||
content: m.content.clone(),
|
||||
tool_calls,
|
||||
tool_call_id: m.tool_call_id.clone(),
|
||||
}
|
||||
})
|
||||
.collect();
|
||||
|
||||
let request_body = OllamaRequest {
|
||||
model,
|
||||
messages: ollama_messages,
|
||||
stream: false,
|
||||
tools,
|
||||
};
|
||||
|
||||
let res = client
|
||||
.post(&url)
|
||||
.json(&request_body)
|
||||
.send()
|
||||
.map_err(|e| format!("Request failed: {}", e))?;
|
||||
|
||||
if !res.status().is_success() {
|
||||
let status = res.status();
|
||||
let text = res.text().unwrap_or_default();
|
||||
return Err(format!("Ollama API error {}: {}", status, text));
|
||||
}
|
||||
|
||||
let response_body: OllamaResponse = res
|
||||
.json()
|
||||
.map_err(|e| format!("Failed to parse response: {}", e))?;
|
||||
|
||||
// Convert Response back to Domain types
|
||||
let content = if response_body.message.content.is_empty() {
|
||||
None
|
||||
} else {
|
||||
Some(response_body.message.content)
|
||||
};
|
||||
|
||||
let tool_calls = response_body.message.tool_calls.map(|calls| {
|
||||
calls
|
||||
.into_iter()
|
||||
.map(|tc| ToolCall {
|
||||
id: None, // Ollama doesn't typically send IDs
|
||||
kind: "function".to_string(),
|
||||
function: FunctionCall {
|
||||
name: tc.function.name,
|
||||
arguments: tc.function.arguments.to_string(), // Convert Object -> String
|
||||
},
|
||||
})
|
||||
.collect()
|
||||
});
|
||||
|
||||
Ok(CompletionResponse {
|
||||
content,
|
||||
tool_calls,
|
||||
})
|
||||
}
|
||||
}
|
||||
72
src-tauri/src/llm/types.rs
Normal file
72
src-tauri/src/llm/types.rs
Normal file
@@ -0,0 +1,72 @@
|
||||
use serde::{Deserialize, Serialize};
|
||||
use std::fmt::Debug;
|
||||
|
||||
#[derive(Debug, Serialize, Deserialize, Clone, PartialEq)]
|
||||
#[serde(rename_all = "lowercase")]
|
||||
pub enum Role {
|
||||
System,
|
||||
User,
|
||||
Assistant,
|
||||
Tool,
|
||||
}
|
||||
|
||||
#[derive(Debug, Serialize, Deserialize, Clone)]
|
||||
pub struct Message {
|
||||
pub role: Role,
|
||||
pub content: String,
|
||||
|
||||
// For assistant messages that request tool execution
|
||||
#[serde(skip_serializing_if = "Option::is_none")]
|
||||
pub tool_calls: Option<Vec<ToolCall>>,
|
||||
|
||||
// For tool output messages, we need to link back to the call ID
|
||||
// Note: OpenAI uses 'tool_call_id', Ollama sometimes just relies on sequence.
|
||||
// We will include it for compatibility.
|
||||
#[serde(skip_serializing_if = "Option::is_none")]
|
||||
pub tool_call_id: Option<String>,
|
||||
}
|
||||
|
||||
#[derive(Debug, Serialize, Deserialize, Clone)]
|
||||
pub struct ToolCall {
|
||||
// ID is required by OpenAI, optional/generated for Ollama depending on version
|
||||
pub id: Option<String>,
|
||||
pub function: FunctionCall,
|
||||
#[serde(rename = "type")]
|
||||
pub kind: String, // usually "function"
|
||||
}
|
||||
|
||||
#[derive(Debug, Serialize, Deserialize, Clone)]
|
||||
pub struct FunctionCall {
|
||||
pub name: String,
|
||||
pub arguments: String, // JSON string of arguments
|
||||
}
|
||||
|
||||
#[derive(Debug, Serialize, Deserialize, Clone)]
|
||||
pub struct ToolDefinition {
|
||||
#[serde(rename = "type")]
|
||||
pub kind: String, // "function"
|
||||
pub function: ToolFunctionDefinition,
|
||||
}
|
||||
|
||||
#[derive(Debug, Serialize, Deserialize, Clone)]
|
||||
pub struct ToolFunctionDefinition {
|
||||
pub name: String,
|
||||
pub description: String,
|
||||
pub parameters: serde_json::Value, // JSON Schema object
|
||||
}
|
||||
|
||||
#[derive(Debug, Serialize, Deserialize)]
|
||||
pub struct CompletionResponse {
|
||||
pub content: Option<String>,
|
||||
pub tool_calls: Option<Vec<ToolCall>>,
|
||||
}
|
||||
|
||||
/// The abstraction for different LLM providers (Ollama, Anthropic, etc.)
|
||||
pub trait ModelProvider: Send + Sync {
|
||||
fn chat(
|
||||
&self,
|
||||
model: &str,
|
||||
messages: &[Message],
|
||||
tools: &[ToolDefinition],
|
||||
) -> Result<CompletionResponse, String>;
|
||||
}
|
||||
@@ -1,7 +1,7 @@
|
||||
import { useState } from "react";
|
||||
import { invoke } from "@tauri-apps/api/core";
|
||||
import { open } from "@tauri-apps/plugin-dialog";
|
||||
import { ToolTester } from "./components/ToolTester";
|
||||
import { Chat } from "./components/Chat";
|
||||
import "./App.css";
|
||||
|
||||
function App() {
|
||||
@@ -62,8 +62,7 @@ function App() {
|
||||
<strong>Active Project:</strong> {projectPath}
|
||||
</div>
|
||||
<hr style={{ margin: "20px 0" }} />
|
||||
<p>Project loaded successfully.</p>
|
||||
<ToolTester />
|
||||
<Chat />
|
||||
</div>
|
||||
)}
|
||||
|
||||
|
||||
126
src/components/Chat.tsx
Normal file
126
src/components/Chat.tsx
Normal file
@@ -0,0 +1,126 @@
|
||||
import { useState, useRef, useEffect } from "react";
|
||||
import { invoke } from "@tauri-apps/api/core";
|
||||
import Markdown from "react-markdown";
|
||||
import { Message, ProviderConfig } from "../types";
|
||||
|
||||
export function Chat() {
|
||||
const [messages, setMessages] = useState<Message[]>([]);
|
||||
const [input, setInput] = useState("");
|
||||
const [loading, setLoading] = useState(false);
|
||||
const [model, setModel] = useState("llama3.1"); // Default local model
|
||||
const messagesEndRef = useRef<HTMLDivElement>(null);
|
||||
|
||||
const scrollToBottom = () => {
|
||||
messagesEndRef.current?.scrollIntoView({ behavior: "smooth" });
|
||||
};
|
||||
|
||||
useEffect(scrollToBottom, [messages]);
|
||||
|
||||
const sendMessage = async () => {
|
||||
if (!input.trim() || loading) return;
|
||||
|
||||
const userMsg: Message = { role: "user", content: input };
|
||||
const newHistory = [...messages, userMsg];
|
||||
|
||||
setMessages(newHistory);
|
||||
setInput("");
|
||||
setLoading(true);
|
||||
|
||||
try {
|
||||
const config: ProviderConfig = {
|
||||
provider: "ollama",
|
||||
model: model,
|
||||
base_url: "http://localhost:11434",
|
||||
};
|
||||
|
||||
// Invoke backend chat command
|
||||
// The backend returns the *new* messages (assistant response + tool outputs)
|
||||
const response = await invoke<Message[]>("chat", {
|
||||
messages: newHistory,
|
||||
config: config,
|
||||
});
|
||||
|
||||
setMessages((prev) => [...prev, ...response]);
|
||||
} catch (e) {
|
||||
console.error(e);
|
||||
setMessages((prev) => [
|
||||
...prev,
|
||||
{ role: "assistant", content: `**Error:** ${e}` },
|
||||
]);
|
||||
} finally {
|
||||
setLoading(false);
|
||||
}
|
||||
};
|
||||
|
||||
return (
|
||||
<div className="chat-container" style={{ display: "flex", flexDirection: "column", height: "100%", maxWidth: "800px", margin: "0 auto" }}>
|
||||
{/* Settings Bar */}
|
||||
<div style={{ padding: "10px", borderBottom: "1px solid #ddd", display: "flex", gap: "10px", alignItems: "center" }}>
|
||||
<label>Ollama Model:</label>
|
||||
<input
|
||||
value={model}
|
||||
onChange={(e) => setModel(e.target.value)}
|
||||
placeholder="e.g. llama3, mistral"
|
||||
style={{ padding: "5px" }}
|
||||
/>
|
||||
</div>
|
||||
|
||||
{/* Messages Area */}
|
||||
<div style={{ flex: 1, overflowY: "auto", padding: "20px", display: "flex", flexDirection: "column", gap: "15px" }}>
|
||||
{messages.map((msg, idx) => (
|
||||
<div
|
||||
key={idx}
|
||||
className={`message ${msg.role}`}
|
||||
style={{
|
||||
alignSelf: msg.role === "user" ? "flex-end" : "flex-start",
|
||||
maxWidth: "80%",
|
||||
padding: "10px 15px",
|
||||
borderRadius: "10px",
|
||||
background: msg.role === "user" ? "#007AFF" : msg.role === "tool" ? "#f0f0f0" : "#E5E5EA",
|
||||
color: msg.role === "user" ? "white" : "black",
|
||||
border: msg.role === "tool" ? "1px solid #ccc" : "none",
|
||||
fontFamily: msg.role === "tool" ? "monospace" : "inherit",
|
||||
fontSize: msg.role === "tool" ? "0.9em" : "1em",
|
||||
whiteSpace: msg.role === "tool" ? "pre-wrap" : "normal"
|
||||
}}
|
||||
>
|
||||
<strong>{msg.role === "user" ? "You" : msg.role === "tool" ? "Tool Output" : "Agent"}</strong>
|
||||
{msg.role === "tool" ? (
|
||||
<div style={{maxHeight: "200px", overflow: "auto"}}>{msg.content}</div>
|
||||
) : (
|
||||
<Markdown>{msg.content}</Markdown>
|
||||
)}
|
||||
|
||||
{/* Show Tool Calls if present */}
|
||||
{msg.tool_calls && (
|
||||
<div style={{ marginTop: "10px", fontSize: "0.85em", color: "#666" }}>
|
||||
{msg.tool_calls.map((tc, i) => (
|
||||
<div key={i} style={{ background: "rgba(0,0,0,0.05)", padding: "5px", borderRadius: "4px" }}>
|
||||
🛠 <code>{tc.function.name}({tc.function.arguments})</code>
|
||||
</div>
|
||||
))}
|
||||
</div>
|
||||
)}
|
||||
</div>
|
||||
))}
|
||||
{loading && <div style={{ alignSelf: "flex-start", color: "#888" }}>Thinking...</div>}
|
||||
<div ref={messagesEndRef} />
|
||||
</div>
|
||||
|
||||
{/* Input Area */}
|
||||
<div style={{ padding: "20px", borderTop: "1px solid #ddd", display: "flex", gap: "10px" }}>
|
||||
<input
|
||||
value={input}
|
||||
onChange={(e) => setInput(e.target.value)}
|
||||
onKeyDown={(e) => e.key === "Enter" && sendMessage()}
|
||||
placeholder="Ask the agent to do something..."
|
||||
style={{ flex: 1, padding: "10px", borderRadius: "4px", border: "1px solid #ccc" }}
|
||||
disabled={loading}
|
||||
/>
|
||||
<button onClick={sendMessage} disabled={loading} style={{ padding: "10px 20px" }}>
|
||||
Send
|
||||
</button>
|
||||
</div>
|
||||
</div>
|
||||
);
|
||||
}
|
||||
24
src/types.ts
24
src/types.ts
@@ -13,3 +13,27 @@ export interface CommandOutput {
|
||||
stderr: string;
|
||||
exit_code: number;
|
||||
}
|
||||
|
||||
export type Role = "system" | "user" | "assistant" | "tool";
|
||||
|
||||
export interface ToolCall {
|
||||
id?: string;
|
||||
type: string;
|
||||
function: {
|
||||
name: string;
|
||||
arguments: string;
|
||||
};
|
||||
}
|
||||
|
||||
export interface Message {
|
||||
role: Role;
|
||||
content: string;
|
||||
tool_calls?: ToolCall[];
|
||||
tool_call_id?: string;
|
||||
}
|
||||
|
||||
export interface ProviderConfig {
|
||||
provider: string;
|
||||
model: string;
|
||||
base_url?: string;
|
||||
}
|
||||
|
||||
Reference in New Issue
Block a user