dimitar
aee63bf321
Add the AI layer that turns scan results into suggested next actions. Provider model (internal/ai): - Provider interface with Name() and Suggest(ctx, ScanResult) returning []Suggestion (repo_path, action, message, command, priority 0-2) - NewProvider factory resolves the configured provider and enforces that cloud providers have their API key in the configured env var; Ollama needs no key - OpenAIProvider: Chat Completions with response_format json_object - OllamaProvider: local /api/chat with format:json for structured output - AnthropicProvider: Messages API with system prompt and key/version headers; all three fall back to provider-appropriate defaults for base_url and model - Shared client: 60s timeout, 4 MiB response cap, JSON encode/decode, HTTP error surfaces the upstream status and body Prompt design (BuildPrompt): - Renders the full repository status table (name/status/branch/ahead/ behind/changes) plus strict output rules: exact suggestion schema, allowed actions, smallest-safe-step guidance, no invented repositories, return [] when healthy Parsing (parseSuggestions): - Tolerates ```json fences and surrounding prose, clamps priorities to 0-2, caps the result, and rejects replies without a JSON array Suggestion display (presenter.Suggestions): - "AI SUGGESTIONS" table (repository/action/priority/message/command) rendered below the scan table with priority color-coded (red/yellow/ green); empty results say all repositories are healthy Guarded execution (--ai-execute, experimental): - RunConfirmed executes a suggestion's command inside its repository only after explicit per-command y/N confirmation, and only for actions on an allowlist (commit/push/pull/stash/checkout) so LLM output can never run arbitrary shell commands; cancellation aborts remaining suggestions CLI wiring: - scan: AI block after the table when --ai is set and format is not json (JSON streams stay machine-readable); failures degrade to warnings - watch: AI is queried only on the first frame and when something changed since the previous frame, to avoid hammering the provider every interval - New --ai-execute flag and provider validation in config (openai/ollama/ anthropic), included in the config dump Testing: - httptest-based provider tests verifying request shape (model, auth headers, path), response parsing, API error bodies, HTTP failures, and cancellation - Parse tests: plain/fenced/prose replies, empty arrays, garbage, truncated JSON, priority clamping - Execution tests: unsafe actions and empty commands never run, declined confirmations are skipped, confirmed commands execute in the repo dir, failing commands surface errors - Presenter suggestion table and empty-state tests Verified: go build, go vet, go test -race, gofmt clean; end-to-end smoke test against a local fake Ollama server (request shape confirmed, table + suggestions rendered) and the missing-API-key warning path.
55 lines
1.9 KiB
Go
55 lines
1.9 KiB
Go
// Package ai turns scan results into suggested next actions using an LLM
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// provider (OpenAI, Ollama, or Anthropic).
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package ai
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import (
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"context"
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"fmt"
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"os"
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"gitea.oblak.solutions/dimitar/gitFlow/internal/config"
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"gitea.oblak.solutions/dimitar/gitFlow/pkg/status"
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)
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// Suggestion is one recommended next action for a repository. The JSON tags
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// match the schema the providers are instructed to emit.
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type Suggestion struct {
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RepoPath string `json:"repo_path"` // absolute path of the repository
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Action string `json:"action"` // commit, push, pull, stash, create_pr, cleanup, inspect, ...
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Message string `json:"message"` // human-readable explanation
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Command string `json:"command"` // suggested shell command, if any
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Priority int `json:"priority"` // 0 = low, 1 = medium, 2 = high
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}
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// Provider turns a scan result into suggestions.
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type Provider interface {
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// Name identifies the provider for logging and errors.
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Name() string
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// Suggest asks the provider for next actions on the given result.
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Suggest(ctx context.Context, result status.ScanResult) ([]Suggestion, error)
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}
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// NewProvider builds the provider named in the AI configuration. Cloud
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// providers require their API key to be present in the configured
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// environment variable; Ollama is local and needs no key.
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func NewProvider(cfg config.AIConfig) (Provider, error) {
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switch cfg.Provider {
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case "openai":
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key := os.Getenv(cfg.APIKeyEnv)
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if key == "" {
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return nil, fmt.Errorf("ai: %s is not set; export it or set ai.api_key_env", cfg.APIKeyEnv)
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}
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return NewOpenAI(cfg, key), nil
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case "anthropic":
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key := os.Getenv(cfg.APIKeyEnv)
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if key == "" {
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return nil, fmt.Errorf("ai: %s is not set; export it or set ai.api_key_env", cfg.APIKeyEnv)
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}
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return NewAnthropic(cfg, key), nil
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case "ollama":
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return NewOllama(cfg), nil
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default:
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return nil, fmt.Errorf("ai: unknown provider %q (want openai, ollama, or anthropic)", cfg.Provider)
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}
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}
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