diff --git a/.gitignore b/.gitignore index dc051d7..348c3e0 100644 --- a/.gitignore +++ b/.gitignore @@ -2,4 +2,5 @@ /models node_modules out +dist lsp-ai.log diff --git a/.vscode/task.json b/.vscode/task.json index 9e5219c..aae4251 100644 --- a/.vscode/task.json +++ b/.vscode/task.json @@ -5,7 +5,7 @@ "label": "Build Extension", "group": "build", "type": "npm", - "script": "build", + "script": "esbuild", "path": "editors/vscode/", "problemMatcher": { "base": "$tsc-watch", diff --git a/.vscode/tasks.json b/.vscode/tasks.json index e810e1c..9d926e2 100644 --- a/.vscode/tasks.json +++ b/.vscode/tasks.json @@ -5,7 +5,7 @@ "label": "Build Extension", "group": "build", "type": "npm", - "script": "build", + "script": "esbuild", "path": "editors/vscode/", "problemMatcher": { "base": "$tsc-watch", @@ -14,4 +14,4 @@ "isBackground": true } ] -} \ No newline at end of file +} diff --git a/Cargo.lock b/Cargo.lock index 709cf0d..b5c4a9f 100644 --- a/Cargo.lock +++ b/Cargo.lock @@ -266,12 +266,13 @@ checksum = "a2bd12c1caf447e69cd4528f47f94d203fd2582878ecb9e9465484c4148a8223" [[package]] name = "cc" -version = "1.0.90" +version = "1.0.98" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "8cd6604a82acf3039f1144f54b8eb34e91ffba622051189e71b781822d5ee1f5" +checksum = "41c270e7540d725e65ac7f1b212ac8ce349719624d7bcff99f8e2e488e8cf03f" dependencies = [ "jobserver", "libc", + "once_cell", ] [[package]] @@ -1310,9 +1311,9 @@ checksum = "b1a46d1a171d865aa5f83f92695765caa047a9b4cbae2cbf37dbd613a793fd4c" [[package]] name = "jobserver" -version = "0.1.28" +version = "0.1.31" source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "ab46a6e9526ddef3ae7f787c06f0f2600639ba80ea3eade3d8e670a2230f51d6" +checksum = "d2b099aaa34a9751c5bf0878add70444e1ed2dd73f347be99003d4577277de6e" dependencies = [ "libc", ] @@ -1409,9 +1410,7 @@ checksum = "01cda141df6706de531b6c46c3a33ecca755538219bd484262fa09410c13539c" [[package]] name = "llama-cpp-2" -version = "0.1.47" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "f391a790923a78bbe6100824124492c7df3d17b26340424eb813b88a521707a3" +version = "0.1.52" dependencies = [ "llama-cpp-sys-2", "thiserror", @@ -1420,9 +1419,7 @@ dependencies = [ [[package]] name = "llama-cpp-sys-2" -version = "0.1.47" -source = "registry+https://github.com/rust-lang/crates.io-index" -checksum = "d1f26aac755fc36d5cc19f0853c4d359db8c4e4e5944705a27c7cce5e2cb9c36" +version = "0.1.52" dependencies = [ "bindgen", "cc", diff --git a/Cargo.toml b/Cargo.toml index cfc1370..126b3d4 100644 --- a/Cargo.toml +++ b/Cargo.toml @@ -18,7 +18,8 @@ tokenizers = "0.14.1" parking_lot = "0.12.1" once_cell = "1.19.0" directories = "5.0.1" -llama-cpp-2 = { version = "0.1.47", optional = true } +# llama-cpp-2 = { version = "0.1.47", optional = true } +llama-cpp-2 = { path = "../llama-cpp-rs/llama-cpp-2", optional = true } minijinja = { version = "1.0.12", features = ["loader"] } tracing-subscriber = { version = "0.3.18", features = ["env-filter"] } tracing = "0.1.40" @@ -31,7 +32,7 @@ indexmap = "2.2.5" async-trait = "0.1.78" [features] -default = [] +default = ["llamacpp"] llamacpp = ["dep:llama-cpp-2"] cublas = ["llama-cpp-2/cublas"] diff --git a/README.md b/README.md index d3b7b5a..b8ff9c7 100644 --- a/README.md +++ b/README.md @@ -10,4 +10,3 @@ A short list of a few of the editors it works with: - Sublime It works with many many many more editors. - diff --git a/editors/vscode/.vscodeignore b/editors/vscode/.vscodeignore new file mode 100644 index 0000000..adc3baa --- /dev/null +++ b/editors/vscode/.vscodeignore @@ -0,0 +1,6 @@ +.vscode +node_modules +out/ +src/ +tsconfig.json +webpack.config.js diff --git a/editors/vscode/package-lock.json b/editors/vscode/package-lock.json index 3619607..e9ddddf 100644 --- a/editors/vscode/package-lock.json +++ b/editors/vscode/package-lock.json @@ -16,12 +16,599 @@ "devDependencies": { "@types/node": "^20.11.0", "@types/uuid": "^9.0.8", + 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"sha512-phENi2PLiHnHb6QBVot+dJnaAZ0xosj7p3fWl+znIjBDlnMI2PsZCJZ306BPTFOaHf5qdDEI8x5qFrSOBN5vrw==", + "dev": true, + "dependencies": { + "buffer-crc32": "~0.2.3" + } } } } diff --git a/editors/vscode/package.json b/editors/vscode/package.json index 4b3bbb9..bcdda98 100644 --- a/editors/vscode/package.json +++ b/editors/vscode/package.json @@ -2,9 +2,14 @@ "name": "lsp-ai", "version": "0.1.0", "description": "", - "main": "/out/index.js", + "repository": "https://github.com/SilasMarvin/lsp-ai", + "main": "/dist/index.js", "scripts": { - "build": "npx tsc" + "vscode:prepublish": "npm run esbuild-base -- --minify", + "esbuild-base": "esbuild ./src/index.ts --bundle --outfile=dist/index.js --external:vscode --format=cjs --platform=node", + "esbuild": "npm run esbuild-base -- --sourcemap", + "esbuild-watch": "npm run esbuild-base -- --sourcemap --watch", + "test-compile": "tsc -p ./" }, "author": "", "license": "MIT", @@ -51,30 +56,85 @@ "messages": [ { "role": "system", - "content": "You are a code completion tool. Use the [CONTEXT] and [CURRENT_CODE] provided to replace the with the correct code. Do not reply with anything but valid code" + "content": "Instructions:\n- You are an AI programming assistant.\n- Given a piece of code with the cursor location marked by \"\", replace \"\" with the correct code or comment.\n- First, think step-by-step.\n- Describe your plan for what to build in pseudocode, written out in great detail.\n- Then output the code replacing the \"\".\n- Ensure that your completion fits within the language context of the provided code snippet.\n\nRules:\n- Only respond with code or comments.\n- Only replace \"\"; do not include any previously written code.\n- Never include \"\" in your response.\n- If the cursor is within a comment, complete the comment meaningfully.\n- Handle ambiguous cases by providing the most contextually appropriate completion.\n- Be consistent with your responses." }, { "role": "user", - "content": "[CONTEXT]\nprint(\"hello\")\n\n[CURRENT_CODE]\ndef print_to_screen(a): pri\n\nprint_to_screen(\"test\")" + "content": "def greet(name):\n print(f\"Hello, {}\")" }, { - "role": "system", - "content": "nt_to_screen(a)" + "role": "assistant", + "content": "name" }, { "role": "user", - "content": "[CONTEXT]\ndef mul_two_nums(a, b):\n return a * b\n\n[CURRENT_CODE]\n# Test 5 * 25\nass" + "content": "function sum(a, b) {\n return a + ;\n}" }, { - "role": "system", - "content": "ert mul_two_nums(5, 25) == 125" + "role": "assistant", + "content": "b" }, { "role": "user", - "content": "[CONTENT]\n{CONTENT}\n\n[CURRENT_CODE]\n{CODE}" + "content": "fn multiply(a: i32, b: i32) -> i32 {\n a * \n}" + }, + { + "role": "assistant", + "content": "b" + }, + { + "role": "user", + "content": "# \ndef add(a, b):\n return a + b" + }, + { + "role": "assistant", + "content": "Adds two numbers" + }, + { + "role": "user", + "content": "# This function checks if a number is even\n" + }, + { + "role": "assistant", + "content": "def is_even(n):\n return n % 2 == 0" + }, + { + "role": "user", + "content": "public class HelloWorld {\n public static void main(String[] args) {\n System.out.println(\"Hello, \");\n }\n}" + }, + { + "role": "assistant", + "content": "world" + }, + { + "role": "user", + "content": "try:\n # Trying to open a file\n file = open(\"example.txt\", \"r\")\n # \nfinally:\n file.close()" + }, + { + "role": "assistant", + "content": "content = file.read()" + }, + { + "role": "user", + "content": "#include \nusing namespace std;\n\nint main() {\n int a = 5, b = 10;\n cout << \"Sum: \" << (a + ) << endl;\n return 0;\n}" + }, + { + "role": "assistant", + "content": "b" + }, + { + "role": "user", + "content": "\n\n\n My Page\n\n\n

Welcome to My Page

\n

This is a sample page with a list of items:

\n
    \n
  • Item 1
    • \n
  • Item 2
    • \n
    • \n
\n\n" + }, + { + "role": "assistant", + "content": "Item 3" + }, + { + "role": "user", + "content": "{CODE}" } - ], - "max_new_tokens": 32 + ] } }, "description": "JSON configuration for LSP-AI generation" @@ -85,6 +145,8 @@ "devDependencies": { "@types/node": "^20.11.0", "@types/uuid": "^9.0.8", + "@vscode/vsce": "^2.26.1", + "esbuild": "^0.21.4", "typescript": "^5.3.3" }, "dependencies": { diff --git a/editors/vscode/src/index.ts b/editors/vscode/src/index.ts index a4cfcc9..49d8138 100644 --- a/editors/vscode/src/index.ts +++ b/editors/vscode/src/index.ts @@ -19,7 +19,7 @@ export function activate(context: vscode.ExtensionContext) { // Options to control the language client const config = vscode.workspace.getConfiguration("lsp-ai"); const clientOptions: LanguageClientOptions = { - documentSelector: [{ pattern: "**" }], + documentSelector: [{ scheme: "file" }], initializationOptions: config.serverConfiguration }; diff --git a/src/memory_backends/file_store.rs b/src/memory_backends/file_store.rs index 8ee2cb6..0abefe7 100644 --- a/src/memory_backends/file_store.rs +++ b/src/memory_backends/file_store.rs @@ -111,36 +111,43 @@ impl FileStore { let (mut rope, cursor_index) = self.get_rope_for_position(position, params.max_context_length)?; + // Prioritize doing chat + // If FIM is enabled, make sure the cursor is not at the end of the file as that is just completion + // If not chat and not FIM do completion Ok(match (params.messages.is_some(), params.fim) { - r @ (true, _) | r @ (false, Some(_)) if rope.len_chars() != cursor_index => { + (true, _) => { let max_length = tokens_to_estimated_characters(params.max_context_length); let start = cursor_index.saturating_sub(max_length / 2); let end = rope .len_chars() .min(cursor_index + (max_length - (cursor_index - start))); - if r.0 { - rope.insert(cursor_index, ""); - let rope_slice = rope - .get_slice(start..end + "".chars().count()) - .context("Error getting rope slice")?; - rope_slice.to_string() - } else { - let fim = r.1.unwrap(); // We can unwrap as we know it is some from the match - rope.insert(end, &fim.end); - rope.insert(cursor_index, &fim.middle); - rope.insert(start, &fim.start); - let rope_slice = rope - .get_slice( - start - ..end - + fim.start.chars().count() - + fim.middle.chars().count() - + fim.end.chars().count(), - ) - .context("Error getting rope slice")?; - rope_slice.to_string() - } + rope.insert(cursor_index, ""); + let rope_slice = rope + .get_slice(start..end + "".chars().count()) + .context("Error getting rope slice")?; + rope_slice.to_string() + } + (false, Some(fim)) if rope.len_chars() != cursor_index => { + let max_length = tokens_to_estimated_characters(params.max_context_length); + let start = cursor_index.saturating_sub(max_length / 2); + let end = rope + .len_chars() + .min(cursor_index + (max_length - (cursor_index - start))); + + rope.insert(end, &fim.end); + rope.insert(cursor_index, &fim.middle); + rope.insert(start, &fim.start); + let rope_slice = rope + .get_slice( + start + ..end + + fim.start.chars().count() + + fim.middle.chars().count() + + fim.end.chars().count(), + ) + .context("Error getting rope slice")?; + rope_slice.to_string() } _ => { let start = cursor_index @@ -515,4 +522,80 @@ The end with a trailing new line Ok(()) } + + #[tokio::test] + async fn test_document_cursor_placement_corner_cases() -> anyhow::Result<()> { + let text_document = generate_filler_text_document(None, Some("test\n")); + let params = lsp_types::DidOpenTextDocumentParams { + text_document: text_document.clone(), + }; + let file_store = generate_base_file_store()?; + file_store.opened_text_document(params).await?; + + // Test chat + let params = json!({ + "messages": [] + }); + let prompt = file_store + .build_prompt( + &TextDocumentPositionParams { + text_document: TextDocumentIdentifier { + uri: text_document.uri.clone(), + }, + position: Position { + line: 1, + character: 0, + }, + }, + params, + ) + .await?; + assert_eq!(prompt.context, ""); + let text = r#"test +"# + .to_string(); + assert_eq!(text, prompt.code); + + Ok(()) + } + + #[tokio::test] + async fn test_fim_placement_corner_cases() -> anyhow::Result<()> { + let text_document = generate_filler_text_document(None, Some("test\n")); + let params = lsp_types::DidOpenTextDocumentParams { + text_document: text_document.clone(), + }; + let file_store = generate_base_file_store()?; + file_store.opened_text_document(params).await?; + + // Test FIM + let params = json!({ + "fim": { + "start": "SS", + "middle": "MM", + "end": "EE" + } + }); + let prompt = file_store + .build_prompt( + &TextDocumentPositionParams { + text_document: TextDocumentIdentifier { + uri: text_document.uri.clone(), + }, + position: Position { + line: 1, + character: 0, + }, + }, + params, + ) + .await?; + assert_eq!(prompt.context, ""); + let text = r#"test +"# + .to_string(); + assert_eq!(text, prompt.code); + + Ok(()) + } } diff --git a/src/transformer_backends/llama_cpp/mod.rs b/src/transformer_backends/llama_cpp/mod.rs index 6c5a446..dfecb7a 100644 --- a/src/transformer_backends/llama_cpp/mod.rs +++ b/src/transformer_backends/llama_cpp/mod.rs @@ -32,7 +32,7 @@ pub struct LLaMACPPRunParams { chat_template: Option, // A Jinja template chat_format: Option, // The name of a template in llamacpp #[serde(default = "max_new_tokens_default")] - pub max_new_tokens: usize, + pub max_tokens: usize, // TODO: Explore other arguments } @@ -122,7 +122,36 @@ mod test { use serde_json::json; #[tokio::test] - async fn llama_cpp_do_completion() -> anyhow::Result<()> { + async fn llama_cpp_do_completion_chat() -> anyhow::Result<()> { + let configuration: config::LLaMACPP = serde_json::from_value(json!({ + "repository": "QuantFactory/Meta-Llama-3-8B-GGUF", + "name": "Meta-Llama-3-8B.Q5_K_M.gguf", + "n_ctx": 2048, + "n_gpu_layers": 1000, + }))?; + let llama_cpp = LLaMACPP::new(configuration).unwrap(); + let prompt = Prompt::default_with_cursor(); + let run_params = json!({ + "messages": [ + { + "role": "system", + "content": "Test" + }, + { + "role": "user", + "content": "Test {CONTEXT} - {CODE}" + } + ], + "chat_format": "llama2", + "max_tokens": 64 + }); + let response = llama_cpp.do_completion(&prompt, run_params).await?; + assert!(!response.insert_text.is_empty()); + Ok(()) + } + + #[tokio::test] + async fn llama_cpp_do_completion_fim() -> anyhow::Result<()> { let configuration: config::LLaMACPP = serde_json::from_value(json!({ "repository": "stabilityai/stable-code-3b", "name": "stable-code-3b-Q5_K_M.gguf", @@ -145,7 +174,7 @@ mod test { } #[tokio::test] - async fn llama_cpp_do_generate() -> anyhow::Result<()> { + async fn llama_cpp_do_generate_fim() -> anyhow::Result<()> { let configuration: config::LLaMACPP = serde_json::from_value(json!({ "repository": "stabilityai/stable-code-3b", "name": "stable-code-3b-Q5_K_M.gguf", diff --git a/src/transformer_backends/llama_cpp/model.rs b/src/transformer_backends/llama_cpp/model.rs index 7eedf2b..9d6b981 100644 --- a/src/transformer_backends/llama_cpp/model.rs +++ b/src/transformer_backends/llama_cpp/model.rs @@ -4,7 +4,7 @@ use llama_cpp_2::{ ggml_time_us, llama_backend::LlamaBackend, llama_batch::LlamaBatch, - model::{params::LlamaModelParams, AddBos, LlamaChatMessage, LlamaModel}, + model::{params::LlamaModelParams, AddBos, LlamaChatMessage, LlamaModel, Special}, token::data_array::LlamaTokenDataArray, }; use once_cell::sync::Lazy; @@ -56,11 +56,11 @@ impl Model { .with_context(|| format!("failed to tokenize {}", prompt))?; let n_cxt = ctx.n_ctx() as usize; - let n_kv_req = tokens_list.len() + params.max_new_tokens; + let n_kv_req = tokens_list.len() + params.max_tokens; info!( "n_len / max_new_tokens = {}, n_ctx = {n_cxt}, k_kv_req = {n_kv_req}", - params.max_new_tokens + params.max_tokens ); // make sure the KV cache is big enough to hold all the prompt and generated tokens @@ -89,7 +89,7 @@ impl Model { let mut n_cur = n_start; let mut n_decode = 0; let t_main_start = ggml_time_us(); - while (n_cur as usize) <= (n_start as usize + params.max_new_tokens) { + while (n_cur as usize) <= (n_start as usize + params.max_tokens) { // sample the next token { let candidates = ctx.candidates_ith(batch.n_tokens() - 1); @@ -103,7 +103,7 @@ impl Model { break; } - output.push(self.model.token_to_str(new_token_id)?); + output.push(self.model.token_to_str(new_token_id, Special::Tokenize)?); batch.clear(); batch.add(new_token_id, n_cur, &[0], true)?; } @@ -143,12 +143,12 @@ impl Model { #[instrument(skip(self))] pub fn get_eos_token(&self) -> anyhow::Result { let token = self.model.token_eos(); - Ok(self.model.token_to_str(token)?) + Ok(self.model.token_to_str(token, Special::Tokenize)?) } #[instrument(skip(self))] pub fn get_bos_token(&self) -> anyhow::Result { let token = self.model.token_bos(); - Ok(self.model.token_to_str(token)?) + Ok(self.model.token_to_str(token, Special::Tokenize)?) } }