diff --git a/Cargo.lock b/Cargo.lock index 03625b9..123e12b 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -2,6 +2,25 @@ # It is not intended for manual editing. version = 3 +[[package]] +name = "Inflector" +version = "0.11.4" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "fe438c63458706e03479442743baae6c88256498e6431708f6dfc520a26515d3" +dependencies = [ + "lazy_static", + "regex", +] + +[[package]] +name = "addr" +version = "0.15.6" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a93b8a41dbe230ad5087cc721f8d41611de654542180586b315d9f4cf6b72bef" +dependencies = [ + "psl-types", +] + [[package]] name = "addr2line" version = "0.24.2" @@ -23,6 +42,30 @@ version = "2.0.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "512761e0bb2578dd7380c6baaa0f4ce03e84f95e960231d1dec8bf4d7d6e2627" +[[package]] +name = "ahash" +version = "0.7.8" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "891477e0c6a8957309ee5c45a6368af3ae14bb510732d2684ffa19af310920f9" +dependencies = [ + "getrandom", + "once_cell", + "version_check", +] + +[[package]] +name = "ahash" +version = "0.8.11" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "e89da841a80418a9b391ebaea17f5c112ffaaa96f621d2c285b5174da76b9011" +dependencies = [ + "cfg-if", + "getrandom", + "once_cell", + "version_check", + "zerocopy", +] + [[package]] name = "aho-corasick" version = "1.1.3" @@ -38,6 +81,25 @@ version = "0.5.0" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "4aa90d7ce82d4be67b64039a3d588d38dbcc6736577de4a847025ce5b0c468d1" +[[package]] +name = "allocator-api2" +version = "0.2.18" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "5c6cb57a04249c6480766f7f7cef5467412af1490f8d1e243141daddada3264f" + +[[package]] +name = "ammonia" +version = "4.0.0" +source = "registry+https://github.com/rust-lang/crates.io-index" 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"libm", +] + [[package]] name = "getrandom" version = "0.2.15" @@ -978,8 +1808,10 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "c4567c8db10ae91089c99af84c68c38da3ec2f087c3f82960bcdbf3656b6f4d7" dependencies = [ "cfg-if", + "js-sys", "libc", "wasi", + "wasm-bindgen", ] [[package]] @@ -998,6 +1830,12 @@ version = "0.31.1" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "07e28edb80900c19c28f1072f2e8aeca7fa06b23cd4169cefe1af5aa3260783f" +[[package]] +name = "glob" +version = "0.3.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "d2fabcfbdc87f4758337ca535fb41a6d701b65693ce38287d856d1674551ec9b" + [[package]] name = "globset" version = "0.4.15" @@ -1023,7 +1861,7 @@ dependencies = [ "futures-core", "futures-sink", "http", - "indexmap", + "indexmap 2.6.0", "slab", "tokio", "tokio-util", @@ -1040,12 +1878,56 @@ dependencies = [ "crunchy", ] +[[package]] +name = "hash32" +version = "0.3.1" +source = 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version = "0.5.9" @@ -1076,6 +1973,20 @@ dependencies = [ "windows-sys 0.52.0", ] +[[package]] +name = "html5ever" +version = "0.27.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "c13771afe0e6e846f1e67d038d4cb29998a6779f93c809212e4e9c32efd244d4" +dependencies = [ + "log", + "mac", + "markup5ever", + "proc-macro2", + "quote", + "syn 2.0.79", +] + [[package]] name = "http" version = "1.1.0" @@ -1158,6 +2069,7 @@ dependencies = [ "tokio", "tokio-rustls", "tower-service", + "webpki-roots", ] [[package]] @@ -1289,6 +2201,17 @@ version = "1.10.1" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "44feda355f4159a7c757171a77de25daf6411e217b4cabd03bd6650690468126" +[[package]] +name = "indexmap" +version = "1.9.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "bd070e393353796e801d209ad339e89596eb4c8d430d18ede6a1cced8fafbd99" +dependencies = [ + "autocfg", + "hashbrown 0.12.3", + "serde", +] + [[package]] name = "indexmap" version = "2.6.0" @@ -1296,7 +2219,17 @@ source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "707907fe3c25f5424cce2cb7e1cbcafee6bdbe735ca90ef77c29e84591e5b9da" dependencies = [ "equivalent", - "hashbrown", + "hashbrown 0.15.0", + "serde", +] + +[[package]] +name = "inout" +version = "0.1.3" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "a0c10553d664a4d0bcff9f4215d0aac67a639cc68ef660840afe309b807bc9f5" +dependencies = [ + "generic-array", ] [[package]] @@ -1331,6 +2264,24 @@ version = "1.70.1" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "7943c866cc5cd64cbc25b2e01621d07fa8eb2a1a23160ee81ce38704e97b8ecf" +[[package]] +name = "itertools" +version = "0.10.5" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "b0fd2260e829bddf4cb6ea802289de2f86d6a7a690192fbe91b3f46e0f2c8473" +dependencies = [ + "either", +] + +[[package]] +name = "itertools" +version = "0.11.0" 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"autocfg", + "libm", +] + +[[package]] +name = "num_cpus" +version = "1.16.0" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "4161fcb6d602d4d2081af7c3a45852d875a03dd337a6bfdd6e06407b61342a43" +dependencies = [ + "hermit-abi 0.3.9", + "libc", ] [[package]] @@ -1650,6 +2905,27 @@ dependencies = [ "memchr", ] +[[package]] +name = "object_store" +version = "0.10.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "e6da452820c715ce78221e8202ccc599b4a52f3e1eb3eedb487b680c81a8e3f3" +dependencies = [ + "async-trait", + "bytes", + "chrono", + "futures", + "humantime", + "itertools 0.13.0", + "parking_lot", + "percent-encoding", + "snafu", + "tokio", + "tracing", + "url", + "walkdir", +] + [[package]] name = "ollama-rs" version = "0.2.1" @@ -1717,6 +2993,12 @@ dependencies = [ "vcpkg", ] +[[package]] +name = "parking" +version = "2.2.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = 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+dependencies = [ + "cfg-if", + "once_cell", +] + [[package]] name = "tiff" version = "0.9.1" @@ -2678,6 +4851,46 @@ dependencies = [ "weezl", ] +[[package]] +name = "time" +version = "0.3.36" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "5dfd88e563464686c916c7e46e623e520ddc6d79fa6641390f2e3fa86e83e885" +dependencies = [ + "deranged", + "itoa", + "num-conv", + "powerfmt", + "serde", + "time-core", + "time-macros", +] + +[[package]] +name = "time-core" +version = "0.1.2" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "ef927ca75afb808a4d64dd374f00a2adf8d0fcff8e7b184af886c3c87ec4a3f3" + +[[package]] +name = "time-macros" +version = "0.2.18" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "3f252a68540fde3a3877aeea552b832b40ab9a69e318efd078774a01ddee1ccf" +dependencies = [ + "num-conv", + "time-core", +] + +[[package]] +name = "tiny-keccak" +version = "2.0.2" +source = 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"registry+https://github.com/rust-lang/crates.io-index" +checksum = "7999f5f4217fe3818726b66257a4475f71e74ffd190776ad053fa159e50737f5" +dependencies = [ + "async_io_stream", + "futures", + "js-sys", + "log", + "pharos", + "rustc_version", + "send_wrapper", + "thiserror", + "wasm-bindgen", + "wasm-bindgen-futures", + "web-sys", +] + +[[package]] +name = "wyz" +version = "0.5.1" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "05f360fc0b24296329c78fda852a1e9ae82de9cf7b27dae4b7f62f118f77b9ed" +dependencies = [ + "tap", +] + [[package]] name = "zerocopy" version = "0.7.35" @@ -3253,6 +5644,16 @@ version = "1.8.1" source = "registry+https://github.com/rust-lang/crates.io-index" checksum = "ced3678a2879b30306d323f4542626697a464a97c0a07c9aebf7ebca65cd4dde" +[[package]] +name = "zstd-sys" +version = "2.0.13+zstd.1.5.6" +source = "registry+https://github.com/rust-lang/crates.io-index" +checksum = "38ff0f21cfee8f97d94cef41359e0c89aa6113028ab0291aa8ca0038995a95aa" +dependencies = [ + "cc", + "pkg-config", +] + [[package]] name = "zune-core" version = "0.4.12" diff --git a/Cargo.toml b/Cargo.toml index f05160d..ce5181f 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -33,3 +33,5 @@ async-trait = "0.1" ollama-rs = { version = "0.2", features = ["stream"] } chrono = { version = "0.4", features = ["serde"]} chrono-tz = "0.10" +surrealdb = { version = "2.0", features = ["kv-rocksdb"] } +async-channel = "2.3" diff --git a/src/args.rs b/src/args.rs index dcc0ab3..a021488 100644 --- a/src/args.rs +++ b/src/args.rs @@ -26,6 +26,7 @@ use crate::cli::chat::ChatArgs; use crate::cli::commitmessage::CommitMessageArgs; use crate::cli::createbackground::BackgroundArgs; use crate::cli::createicon::CreateIconArgs; +use crate::cli::knowledge::KnowledgeArgs; use crate::cli::wish::WishArgs; use clap::{Parser, Subcommand}; use clap_complete::aot::Shell; @@ -65,11 +66,15 @@ pub enum Commands { CreateIcon(CreateIconArgs), /// Create a background using DALL·E based on user input. - CreateBackground(BackgroundArgs), // <-- New command + CreateBackground(BackgroundArgs), /// Collect files from a specified directory and create a context for chat. Wish(WishArgs), + /// Manage knowledge entries. + #[clap(subcommand)] + Knowledge(KnowledgeArgs), + /// Initialize configuration and environment. Init, } diff --git a/src/cli/chat/run.rs b/src/cli/chat/run.rs index 11c4090..0a42f6c 100644 --- a/src/cli/chat/run.rs +++ b/src/cli/chat/run.rs @@ -53,7 +53,7 @@ use crate::cli::spinner::{start_spinner, stop_spinner}; use crate::cli::style::configure_mad_skin; use crate::config; use crate::config::{get_chat_sessions_dir, Config}; -use crate::persona::{get_persona, Persona}; +use crate::persona::{resolve_persona, Persona}; use atty::Stream; use chrono::{DateTime, Local, Utc}; use log::error; @@ -103,18 +103,6 @@ fn initialize_command_registry() -> CommandRegistry { command_registry } -fn resolve_persona( - persona_name: &Option, - default_persona: &str, -) -> Result> { - match persona_name { - Some(name) => { - get_persona(name).ok_or_else(|| "Specified persona not found. Using default.".into()) - } - None => Ok(get_persona(default_persona).unwrap()), - } -} - fn handle_session( chat_service: &mut ChatService, start_new: bool, diff --git a/src/cli/knowledge/init.rs b/src/cli/knowledge/init.rs new file mode 100644 index 0000000..ebeae7a --- /dev/null +++ b/src/cli/knowledge/init.rs @@ -0,0 +1,123 @@ +use crate::cli::knowledge::knowledge_args::InitArgs; +use crate::config; +use crate::config::{get_knowledge_dir, Config}; +use crate::context::{load_files_into_context, ContextConsumer}; +use crate::knowledge::EmbeddingServiceBuilder; +use crate::persona::resolve_persona; +use async_channel::Receiver; +use async_channel::Sender; +use serde::{Deserialize, Serialize}; +use std::borrow::Cow; +use std::env; +use std::error::Error; +use surrealdb::engine::local::RocksDb; +use surrealdb::sql::Thing; +use surrealdb::Surreal; + +/// Bounded channel size +const CHANNEL_SIZE: usize = 10; + +type Job = (String, String); + +#[derive(Debug, Serialize, Deserialize)] +pub struct EmbeddingData { + pub file_name: String, + pub embedding: Vec, // Adjust the size based on the model + pub metadata: Option, +} + +// Add this to your SurrealDB record structure +#[derive(Debug, Deserialize)] +pub struct Record { + #[allow(dead_code)] + id: Thing, +} + +fn get_config() -> Config { + let config = config::CONFIG.lock().unwrap(); + config.clone() +} + +pub async fn init(args: InitArgs) -> Result<(), Box> { + let config = get_config(); + let db = Surreal::new::(get_knowledge_dir()?.to_str().unwrap()).await?; + db.use_ns("knowledge").use_db("knowledge_db").await?; + let (sender, receiver) = async_channel::bounded(CHANNEL_SIZE); + let persona = resolve_persona(&args.persona, config.default_persona.as_str())?; + let model_name = if let Some(model) = args.model { + model // Use user-specified model + } else { + config.ai.embedding_model.clone() // Default model from configuration + }; + let client = EmbeddingServiceBuilder::new() + .model_name(model_name.into()) + .build()?; + + let max_threads = 10; // Define the maximum number of threads + let mut handles = vec![]; + + // Spawn a fixed number of threads + for _ in 0..max_threads { + let client_clone = client.clone(); + let db_clone = db.clone(); + let receiver_clone: Receiver = receiver.clone(); + + let handle = tokio::spawn(async move { + loop { + let job = receiver_clone.recv().await; + let (filename, content) = match job { + Ok(job) => job, + Err(_) => break, + }; + eprintln!("Processing File: {}", filename); + + let embedding_response = client_clone.inner.get_embedding(content).await.unwrap(); + + let embedding_data = EmbeddingData { + file_name: filename.clone(), + embedding: embedding_response.to_vec(), + metadata: Some("Add additional details here if needed".to_string()), + }; + + let _: Option = db_clone + .create("embedding_table") + .content(embedding_data) + .await + .unwrap(); + } + }); + handles.push(handle); + } + + // Initialize the OpenAI client + let mut consumer = Consumer { sender }; + load_files_into_context( + &mut consumer, + &env::current_dir().unwrap(), + &persona.file_types, + ) + .unwrap(); + + // Close the channel after loading files + drop(consumer); + + // Wait for all threads to finish processing + for handle in handles { + let _ = handle.await; + } + + Ok(()) +} + +struct Consumer { + sender: Sender, +} + +impl ContextConsumer for Consumer { + fn consume(&mut self, filename: Cow, content: Cow) -> Result<(), Box> { + let job = (filename.into(), content.into()); + // Use block_in_place to execute blocking operations + tokio::task::block_in_place(|| self.sender.send_blocking(job))?; + Ok(()) + } +} diff --git a/src/cli/knowledge/knowledge_args.rs b/src/cli/knowledge/knowledge_args.rs new file mode 100644 index 0000000..20afff2 --- /dev/null +++ b/src/cli/knowledge/knowledge_args.rs @@ -0,0 +1,30 @@ +//! This module defines the `KnowledgeArgs` struct, which holds the command-line arguments +//! related to managing knowledge entries in the Rusty Buddy application. +//! +//! It utilizes the `clap` library for parsing, providing a clear interface for users specifying +//! how to manage knowledge entries. + +use clap::{Args, Subcommand}; + +/// This struct holds the command-line arguments for managing knowledge entries. +#[derive(Subcommand)] +pub enum KnowledgeArgs { + Init(InitArgs), + Search(SearchArgs), +} + +#[derive(Args)] +pub struct SearchArgs { + pub search: String, +} + +#[derive(Args)] +pub struct InitArgs { + /// Specify a persona for the knowledge initalisation + #[arg(short, long)] + pub persona: Option, + + /// Sets the AI model to use in this knowledge initalisation + #[arg(short = 'm', long = "model")] + pub model: Option, +} diff --git a/src/cli/knowledge/mod.rs b/src/cli/knowledge/mod.rs new file mode 100644 index 0000000..aeaceed --- /dev/null +++ b/src/cli/knowledge/mod.rs @@ -0,0 +1,11 @@ +//! This module provides functionality for managing knowledge entries for various commands. +//! It allows users to store, retrieve, and delete knowledge entries that enhance the interactivity +//! of whether it's for wishes or chats. + +mod init; +mod knowledge_args; +mod run; +mod search; + +pub use knowledge_args::KnowledgeArgs; +pub use run::run_knowledge; diff --git a/src/cli/knowledge/run.rs b/src/cli/knowledge/run.rs new file mode 100644 index 0000000..8ec74ea --- /dev/null +++ b/src/cli/knowledge/run.rs @@ -0,0 +1,27 @@ +//! This module provides functionality for managing knowledge entries based +//! on user-defined commands within the Rusty Buddy application. + +use crate::cli::knowledge::{init, search, KnowledgeArgs}; +use std::error::Error; + +/// Runs the knowledge command, executing the specified action based on user input. +/// +/// # Arguments +/// +/// * `args` - KnowledgeArgs holding the parameters for the command. +/// +/// # Returns +/// +/// Returns a Result indicating success or an error if the process fails. +pub async fn run_knowledge(args: KnowledgeArgs) -> Result<(), Box> { + match args { + KnowledgeArgs::Init(init) => { + init::init(init).await?; + } + KnowledgeArgs::Search(search) => { + search::search(search).await?; + } + } + + Ok(()) +} diff --git a/src/cli/knowledge/search.rs b/src/cli/knowledge/search.rs new file mode 100644 index 0000000..ee49165 --- /dev/null +++ b/src/cli/knowledge/search.rs @@ -0,0 +1,42 @@ +use crate::cli::knowledge::knowledge_args::SearchArgs; +use crate::config; +use crate::config::{get_knowledge_dir, Config}; +use crate::knowledge::EmbeddingServiceBuilder; +use serde::{Deserialize, Serialize}; +use std::error::Error; +use surrealdb::engine::local::RocksDb; +use surrealdb::Surreal; + +#[derive(Debug, Serialize, Deserialize)] +struct Search { + distance: f32, + file_name: String, +} + +fn get_config() -> Config { + let config = config::CONFIG.lock().unwrap(); + config.clone() +} + +pub async fn search(args: SearchArgs) -> Result<(), Box> { + let config = get_config(); + let db = Surreal::new::(get_knowledge_dir()?.to_str().unwrap()).await?; + db.use_ns("knowledge").use_db("knowledge_db").await?; + let model_name = config.ai.embedding_model.clone(); + let client = EmbeddingServiceBuilder::new() + .model_name(model_name.into()) + .build()?; + let embedding = client.inner.get_embedding(args.search).await?; + db.query("DEFINE INDEX hnsw_pts ON embedding_table FIELDS embedding HNSW DIMENSION 3072;") + .await?; + // Assuming response.data holds embedding data + let mut groups = db + .query("SELECT file_name, vector::similarity::cosine(embedding, $embedding) AS distance FROM embedding_table WHERE embedding <|10,40|> $embedding ORDER BY distance;") + .bind(("embedding", embedding)) + .await?; + let files: Vec = groups.take(0)?; + for file in files { + println!("{} {}", file.file_name, file.distance); + } + Ok(()) +} diff --git a/src/cli/mod.rs b/src/cli/mod.rs index 3147452..596ec92 100644 --- a/src/cli/mod.rs +++ b/src/cli/mod.rs @@ -22,6 +22,7 @@ pub mod createbackground; pub mod createicon; pub mod editor; pub mod init; +pub mod knowledge; mod slash_completer; mod spinner; mod style; diff --git a/src/config/config_file.rs b/src/config/config_file.rs index 27b120d..fdf3174 100644 --- a/src/config/config_file.rs +++ b/src/config/config_file.rs @@ -90,6 +90,10 @@ pub struct AI { #[serde(default = "wish_model")] pub wish_model: String, + + #[serde(default = "embedding_model")] + pub embedding_model: String, + #[serde(default = "default_timeout_secs")] pub chat_timeout_secs: u64, } @@ -115,6 +119,7 @@ fn default_ai() -> AI { commit_model: commit_model(), chat_model: chat_model(), chat_timeout_secs: default_timeout_secs(), + embedding_model: embedding_model(), } } @@ -133,6 +138,9 @@ fn chat_model() -> String { fn commit_model() -> String { "gpt-4o-mini".to_string() } +fn embedding_model() -> String { + "text-embedding-3-large".to_string() +} fn wish_model() -> String { default_model() @@ -181,6 +189,7 @@ impl Default for Config { commit_model: "".to_string(), wish_model: "".to_string(), chat_timeout_secs: default_timeout_secs(), + embedding_model: "".to_string(), }, personas: vec![], models: None, diff --git a/src/config/mod.rs b/src/config/mod.rs index 68d01a0..be9f45c 100644 --- a/src/config/mod.rs +++ b/src/config/mod.rs @@ -83,6 +83,12 @@ pub fn get_chat_sessions_dir() -> Result { Ok(config_dir.join("chat")) } +pub fn get_knowledge_dir() -> Result { + let config_file = get_config_file()?; + let config_dir = config_file.parent().expect("Expected a parent directory"); + Ok(config_dir.join("knowledge")) +} + pub fn get_config_file() -> Result { get_config_file_from_dir( env::current_dir().map_err(|e| format!("Failed to get the current directory: {}", e))?, diff --git a/src/knowledge/embedding_service_builder.rs b/src/knowledge/embedding_service_builder.rs new file mode 100644 index 0000000..89e9735 --- /dev/null +++ b/src/knowledge/embedding_service_builder.rs @@ -0,0 +1,54 @@ +use crate::config::{AIBackend, CONFIG}; +use crate::knowledge::{EmbeddingService, EmbeddingServiceHandle}; +use crate::provider::ollama::ollama_interface::OllamaInterface; +use crate::provider::openai::openai_interface::OpenAIInterface; +use log::debug; +use std::borrow::Cow; +use std::error::Error; +use std::sync::Arc; + +#[derive(Default)] +pub struct EmbeddingServiceBuilder { + model_name: Option, +} + +impl EmbeddingServiceBuilder { + pub(crate) fn new() -> EmbeddingServiceBuilder { + EmbeddingServiceBuilder::default() + } +} + +impl EmbeddingServiceBuilder { + pub fn model_name(mut self, model_name: Cow) -> Self { + self.model_name = Some(model_name.to_string()); + self + } + + // Build method to construct the ChatServiceFactory + pub fn build(self) -> Result> { + // Ensure all required fields are set + let model_name = self.model_name.ok_or("Model name must be provided.")?; + let config = CONFIG.lock().unwrap(); + + debug!("{:?}", &config); + // Find the model details in the config + let model = config + .models + .as_ref() + .and_then(|models| models.iter().find(|m| m.name == model_name)) + .ok_or_else(|| format!("Model '{}' not found in configuration", model_name))?; + let timeout_secs = config.ai.chat_timeout_secs; + // Check which provider to use based on the model + let service: Arc = match &model.backend { + AIBackend::OpenAI => { + Arc::new(OpenAIInterface::new(model.api_name.clone(), timeout_secs)) + } // Additional backends can be added here + AIBackend::Ollama => Arc::new(OllamaInterface::new( + model.api_name.clone(), + model.url.clone(), + )), + }; + + Ok(EmbeddingServiceHandle::new(service)) + } +} diff --git a/src/knowledge/interface.rs b/src/knowledge/interface.rs new file mode 100644 index 0000000..d2f01d4 --- /dev/null +++ b/src/knowledge/interface.rs @@ -0,0 +1,27 @@ +use async_trait::async_trait; +use std::error::Error; +use std::sync::Arc; + +/// Wrapper type for `Arc` +pub struct EmbeddingServiceHandle { + pub inner: Arc, +} + +impl EmbeddingServiceHandle { + pub fn new(service: Arc) -> Self { + EmbeddingServiceHandle { inner: service } + } +} + +#[async_trait] +pub trait EmbeddingService: Send + Sync { + async fn get_embedding(&self, content: String) -> Result>, Box>; +} + +impl Clone for EmbeddingServiceHandle { + fn clone(&self) -> Self { + EmbeddingServiceHandle { + inner: Arc::clone(&self.inner), // Clone the inner Arc + } + } +} diff --git a/src/knowledge/mod.rs b/src/knowledge/mod.rs new file mode 100644 index 0000000..c37028d --- /dev/null +++ b/src/knowledge/mod.rs @@ -0,0 +1,5 @@ +mod embedding_service_builder; +mod interface; + +pub use embedding_service_builder::EmbeddingServiceBuilder; +pub use interface::*; diff --git a/src/main.rs b/src/main.rs index 2fca5d7..44eb657 100644 --- a/src/main.rs +++ b/src/main.rs @@ -34,6 +34,7 @@ mod chat; mod cli; mod config; mod context; +mod knowledge; mod persona; mod provider; @@ -85,6 +86,9 @@ async fn main() { cli::wish::run(args).await.unwrap(); } args::Commands::Init => {} + args::Commands::Knowledge(args) => { + cli::knowledge::run_knowledge(args).await.unwrap(); + } } } else { println!("No valid command given. Use `rusty-buddy help` for more information."); diff --git a/src/persona/mod.rs b/src/persona/mod.rs index 43100f2..e70d30f 100644 --- a/src/persona/mod.rs +++ b/src/persona/mod.rs @@ -34,6 +34,7 @@ use crate::config; use serde::Deserialize; +use std::error::Error; /// Represents a programming or writing persona with a name, specific chat prompt, and associated file types. /// @@ -51,6 +52,18 @@ pub struct Persona { pub file_types: Vec, } +pub fn resolve_persona( + persona_name: &Option, + default_persona: &str, +) -> Result> { + match persona_name { + Some(name) => { + get_persona(name).ok_or_else(|| "Specified persona not found. Using default.".into()) + } + None => Ok(get_persona(default_persona).unwrap()), + } +} + pub fn get_internal_persona_configs() -> Vec { vec![ Persona { diff --git a/src/provider/ollama/ollama_interface.rs b/src/provider/ollama/ollama_interface.rs index aed3aa5..64df605 100644 --- a/src/provider/ollama/ollama_interface.rs +++ b/src/provider/ollama/ollama_interface.rs @@ -34,8 +34,10 @@ //! //! - `ChatBackend`: Implements the necessary methods to send requests to the chat model and print statistics about the model in use. use crate::chat::interface::{ChatBackend, Message, MessageInfo, MessageRole}; +use crate::knowledge::EmbeddingService; use async_trait::async_trait; use chrono::Utc; +use ollama_rs::generation::embeddings::request::{EmbeddingsInput, GenerateEmbeddingsRequest}; use ollama_rs::{ generation::chat::{request::ChatMessageRequest, ChatMessage, ChatMessageResponse}, IntoUrlSealed, Ollama, @@ -44,6 +46,7 @@ use std::error::Error; /// OllamaInterface is a struct that provides an interface to communicate with the Ollama chat model. /// It implements the ChatBackend trait which allows sending and receiving messages from the chat model. +#[derive(Clone)] pub struct OllamaInterface { ollama: Ollama, model: String, @@ -118,3 +121,13 @@ impl ChatBackend for OllamaInterface { println!("Using Ollama model: {}", self.model); } } + +#[async_trait] +impl EmbeddingService for OllamaInterface { + async fn get_embedding(&self, content: String) -> Result>, Box> { + let request = + GenerateEmbeddingsRequest::new(self.model.clone(), EmbeddingsInput::from(content)); + let result = self.ollama.generate_embeddings(request).await?; + Ok(Box::new(result.embeddings[0].clone())) + } +} diff --git a/src/provider/openai/openai_interface.rs b/src/provider/openai/openai_interface.rs index 3fd202b..588e94d 100644 --- a/src/provider/openai/openai_interface.rs +++ b/src/provider/openai/openai_interface.rs @@ -54,7 +54,9 @@ //! //! All methods return a `Result`, which will contain an error of type `Box` on failure. //! Therefore, ensure to handle potential errors gracefully when invoking these methods during use. + use crate::chat::interface::{ChatBackend, Message, MessageInfo, MessageRole}; +use crate::knowledge::EmbeddingService; use crate::provider::openai::file_diff; use crate::provider::openai::file_diff::{create_directory, create_file}; use async_openai::config::OpenAIConfig; @@ -64,7 +66,7 @@ use async_openai::types::{ ChatCompletionRequestUserMessageArgs, ChatCompletionResponseMessage, ChatCompletionTool, ChatCompletionToolArgs, ChatCompletionToolChoiceOption, ChatCompletionToolType, CompletionUsage, CreateChatCompletionRequest, CreateChatCompletionRequestArgs, - CreateChatCompletionResponse, FunctionObjectArgs, + CreateChatCompletionResponse, CreateEmbeddingRequestArgs, FunctionObjectArgs, }; use async_openai::Client; use async_trait::async_trait; @@ -82,6 +84,7 @@ use tokio::time::timeout; /// /// This struct maintains statistics related to token usage, sets a default model, /// manages the timeout for requests, and converts messages into the format required by OpenAI's API. +#[derive(Clone)] pub struct OpenAIInterface { model: String, timeout_duration: Duration, @@ -89,19 +92,7 @@ pub struct OpenAIInterface { last_call_prompt_token: u32, overall_completion_token: u32, overall_prompt_token: u32, -} - -impl Default for OpenAIInterface { - fn default() -> Self { - OpenAIInterface { - model: "gpt-4o-2024-08-06".to_string(), - last_call_completion_token: 0, - last_call_prompt_token: 0, - overall_completion_token: 0, - overall_prompt_token: 0, - timeout_duration: Duration::from_secs(30), - } - } + client: Client, } #[async_trait] @@ -112,10 +103,6 @@ impl ChatBackend for OpenAIInterface { use_tools: bool, ) -> Result> { let oai_messages = self.convert_to_chat_completion_messages(messages); - - dotenv().ok(); - - let client = self.create_openai_client()?; let request = self.create_openai_request(&oai_messages, use_tools)?; // Use the timeout_duration from the struct @@ -123,7 +110,7 @@ impl ChatBackend for OpenAIInterface { "Sending request to OpenAI with timeout of {:?}.", self.timeout_duration ); - let result = timeout(self.timeout_duration, client.chat().create(request)).await; + let result = timeout(self.timeout_duration, self.client.chat().create(request)).await; let chat_completion = match result { Ok(Ok(chat_completion)) => chat_completion, @@ -176,12 +163,33 @@ impl ChatBackend for OpenAIInterface { } } +#[async_trait] +impl EmbeddingService for OpenAIInterface { + async fn get_embedding(&self, content: String) -> Result>, Box> { + let embedding_request = CreateEmbeddingRequestArgs::default() + .model(self.model.clone()) + .input(content) + .build() + .unwrap(); + + let embedding_response = self.client.embeddings().create(embedding_request).await?; + // Assuming response.data holds embedding data + Ok(Box::new(embedding_response.data[0].embedding.clone())) + } +} + impl OpenAIInterface { pub fn new(model: String, timeout_secs: u64) -> Self { + dotenv().ok(); + OpenAIInterface { model, timeout_duration: Duration::from_secs(timeout_secs), - ..Default::default() + last_call_completion_token: 0, + last_call_prompt_token: 0, + overall_completion_token: 0, + overall_prompt_token: 0, + client: OpenAIInterface::create_openai_client().unwrap(), } } @@ -239,7 +247,7 @@ impl OpenAIInterface { self.overall_prompt_token += self.last_call_prompt_token; } - fn create_openai_client(&self) -> Result, Box> { + fn create_openai_client() -> Result, Box> { let openai_key = env::var("OPENAI_KEY")?; Ok(Client::with_config( OpenAIConfig::default().with_api_key(openai_key),