diff --git a/README.md b/README.md new file mode 100644 index 0000000..0ac232b --- /dev/null +++ b/README.md @@ -0,0 +1,56 @@ +# AI Coding Assistant + +This repository contains a proof-of-concept of an AI coding assistant capable of taking a prompt from the user, +examining the repository looking for the most appropriate place to update, and then generating code appropriate to the +prompt, and then a unit test and commit message. + +## Requirements +To use this application you must provide the following: + * A PostgreSQL database server with the pgvector extension installed and configured. + * A working Go toolchain. + * An ollama server for Prompts and Embedding. + * (Optional) An OpenAI compatible API for running larger models. + +## Usage +To configure the application, copy `config.yaml.tmpl` to `config.yaml` in the root of the work directory and modify as +appropriate. + +To run the application (drop `--execute` if you only want a dry run, leave it if you like to live dangerously): +``` +go run ./cmd autopatch --repo /path/to/git/repo --task "coding prompt" --execute +``` + +To see what got generated: +``` +git log --full-diff -p -n 1 +``` + +## Models Used in Testing +The following models were used while developing the application. + +| Model | Purpose | +|------------------|---------------------------------------------------------------------| +| nomic-embed-text | Used for generating embeddings from source chunks. | +| gemma2-9b-it | Used for generating code. | +| llama3.2 | Used for conversational prompts and generating git commit messages. | + +## Limitations / Assumptions +The following shortcuts have been taken to reduce time to implementation: + * The application does not use an autonomous agentic approach as this would have taken implementing verification tools + for agent executed steps along with robust retry logic. Instead this implementation uses a much simpler rules based + approach. + * This application currently only supports modifying codebases written in Go. There's nothing fundamental about the approach + taken that prevents supporting other languages, but it would have added complexity to the implementation and testing. + * The application currently only supports modifying a single chunk of code. To support multi-chunk editing an autonomous + agentic approach would need to be used that would recursively identify interesting segements of code to patch. This would + have greatly increased the time to implementation. + * No attempt is made to verify the correctness of the code generated. This can be done by making sure the code + compiles, passes its generated test(s), and when run against a linter doesn't generate warnings. If an agentic approach + were used feedback from the tools could be passed back to the code generator to correct the code segments. + * The approach taken to generate the embeddings is very simple. Files are segmented into fixed size chunks and are + embedded. A more robust approach would be to generate an AST for all code in the repository along with an accompanying + reference graph. A coordinating agent would consume the symbols generated to produce a set of modification tasks and + then context from the coordinator could be passed to a patching agent along with the relevant section of code to + modify in order to produce a set of patches. + * No attempt was made to tune the models to the task, there are almost certainly better models to use than the ones + selected. This was the first set of models that produced a workable result. \ No newline at end of file diff --git a/cmd/autopatch/autopatch.go b/cmd/autopatch/autopatch.go index f8b1cde..c111ada 100644 --- a/cmd/autopatch/autopatch.go +++ b/cmd/autopatch/autopatch.go @@ -25,7 +25,7 @@ func Command() *cli.Command { return &cli.Command{ Name: "auto-patch", Usage: "this command accepts a repository and a prompt and will generate a git commit attempting code modifications to satisfy the prompt.", - Action: (&agent{}).run, + Action: (&autoPatch{}).run, Flags: []cli.Flag{ &cli.StringFlag{ Name: "repo", @@ -37,17 +37,23 @@ func Command() *cli.Command { Usage: "task to perform, e.g. \"add a test for a function\"", Required: true, }, + &cli.BoolFlag{ + Name: "execute", + Usage: "actually execute the commit, otherwise just print the code to be committed", + }, }, } } -type agent struct { - llm *llm.LLM +type autoPatch struct { + llm *llm.LLM + execute bool } -func (a *agent) run(ctx context.Context, cmd *cli.Command) error { +func (a *autoPatch) run(ctx context.Context, cmd *cli.Command) error { llmRef := llm.FromContext(ctx) a.llm = llmRef + a.execute = cmd.Bool("execute") // Make sure we're indexed. idx := indexer.New(ctx, cmd.String("repo"), config.FromContext(ctx).IndexChunkSize, false) @@ -64,7 +70,7 @@ func (a *agent) run(ctx context.Context, cmd *cli.Command) error { return nil } -func (a *agent) generateGitCommit(ctx context.Context, repoPath, prompt string) error { +func (a *autoPatch) generateGitCommit(ctx context.Context, repoPath, prompt string) error { var affectedFiles []string fileName, newCode, err := a.generateCodePatch(ctx, repoPath, prompt) @@ -88,12 +94,10 @@ func (a *agent) generateGitCommit(ctx context.Context, repoPath, prompt string) return err } - slog.Info("committed changes to git repo", "repo", repoPath) - return nil } -func (a *agent) commit(ctx context.Context, prompt, repoPath string, files ...string) error { +func (a *autoPatch) commit(ctx context.Context, prompt, repoPath string, files ...string) error { gitPath := osfs.New(filepath.Join(repoPath, ".git")) gitRepo, err := git.Open(filesystem.NewStorage(gitPath, cache.NewObjectLRUDefault()), osfs.New(repoPath)) @@ -129,14 +133,20 @@ func (a *agent) commit(ctx context.Context, prompt, repoPath string, files ...st return err } - if _, err := workTree.Commit(rsp, &git.CommitOptions{}); err != nil { - return err + if a.execute { + if _, err := workTree.Commit(rsp, &git.CommitOptions{}); err != nil { + return err + } + + slog.Info("committed changes to git repo", "repo", repoPath) + } else { + fmt.Printf("Commit Message:\n%s\n", rsp) } return nil } -func (a *agent) generateCodePatch(ctx context.Context, repoPath, prompt string) (string, string, error) { +func (a *autoPatch) generateCodePatch(ctx context.Context, repoPath, prompt string) (string, string, error) { db := database.FromContext(ctx) cfg := config.FromContext(ctx) @@ -175,8 +185,6 @@ func (a *agent) generateCodePatch(ctx context.Context, repoPath, prompt string) return "", "", err } - fmt.Printf("Code block:\n%s\n", codeBlock) - fileName := chunks[0].Name originalFile, err := os.ReadFile(fileName) if err != nil { @@ -187,17 +195,21 @@ func (a *agent) generateCodePatch(ctx context.Context, repoPath, prompt string) diffs := dmp.DiffMain(string(originalFile), codeBlock, true) diffs = cleanDiffs(diffs) - fmt.Printf("File to patch: %s\n", fileName) - fmt.Println(dmp.DiffPrettyText(diffs)) - - if err := patchFile(fileName, diffs); err != nil { - return "", "", err + if a.execute { + slog.Info("applying generated patch to file", "file", fileName) + if err := patchFile(fileName, diffs); err != nil { + return "", "", err + } + } else { + fmt.Printf("Code block:\n%s\n", codeBlock) + fmt.Printf("File to patch: %s\n", fileName) + fmt.Println(dmp.DiffPrettyText(diffs)) } return fileName, codeBlock, err } -func (a *agent) generateUnitTest(ctx context.Context, prompt, fileName, newCode string) (string, error) { +func (a *autoPatch) generateUnitTest(ctx context.Context, prompt, fileName, newCode string) (string, error) { // Check to see if a test file for this already exists. testFileExists := false @@ -220,34 +232,38 @@ func (a *agent) generateUnitTest(ctx context.Context, prompt, fileName, newCode return "", err } - fmt.Printf("Unit Test Code block:\n%s\n", codeBlock) + if a.execute { + slog.Info("applying generated unit test to file", "file", testFile) - if testFileExists { - fp, err := os.OpenFile(testFile, os.O_APPEND|os.O_WRONLY, 0644) - if err != nil { - return "", err - } - defer fp.Close() + if testFileExists { + fp, err := os.OpenFile(testFile, os.O_APPEND|os.O_WRONLY, 0644) + if err != nil { + return "", err + } + defer fp.Close() - if _, err := fp.WriteString("\n" + codeBlock); err != nil { - return "", err + if _, err := fp.WriteString("\n" + codeBlock); err != nil { + return "", err + } + } else { + fp, err := os.Open(testFile) + if err != nil { + return "", err + } + defer fp.Close() + + if _, err := fp.WriteString(codeBlock); err != nil { + return "", err + } } } else { - fp, err := os.Open(testFile) - if err != nil { - return "", err - } - defer fp.Close() - - if _, err := fp.WriteString(codeBlock); err != nil { - return "", err - } + fmt.Printf("Unit Test Code block for %s:\n%s\n", testFile, codeBlock) } return testFile, nil } -func (a *agent) generateCode(ctx context.Context, prompt string) (string, error) { +func (a *autoPatch) generateCode(ctx context.Context, prompt string) (string, error) { rsp, err := a.llm.CodePrompt(ctx, prompt) if err != nil { return "", err diff --git a/config.yaml.tmpl b/config.yaml.tmpl new file mode 100644 index 0000000..5b8df6e --- /dev/null +++ b/config.yaml.tmpl @@ -0,0 +1,22 @@ +database: + conn_string: "postgres://username:password@host/database?sslmode=disable" +logging: + level: info +embedding: + type: ollama + model: "nomic-embed-text:latest" + ollama: + url: "https://ollama.host" +code: + type: openai + model: "gemma2-9b-it" + openai: + url: "https://openai.host" + key: "api-key" +chat: + type: ollama + model: "llama3.2:latest" + ollama: + url: "https://ollama.host" +relevant_docs: 5 +index_chunk_size: 2048 \ No newline at end of file diff --git a/go.mod b/go.mod index 2711ae9..61cb4d9 100644 --- a/go.mod +++ b/go.mod @@ -5,13 +5,13 @@ go 1.23.0 toolchain go1.23.7 require ( - github.com/cenkalti/backoff/v5 v5.0.2 github.com/go-git/go-billy/v5 v5.6.2 github.com/go-git/go-git/v5 v5.14.0 github.com/golang-migrate/migrate/v4 v4.18.2 github.com/google/uuid v1.6.0 github.com/jackc/pgx/v5 v5.7.2 github.com/lib/pq v1.10.9 + github.com/sergi/go-diff v1.3.2-0.20230802210424-5b0b94c5c0d3 github.com/tmc/langchaingo v0.1.13 github.com/urfave/cli/v3 v3.1.1 gopkg.in/yaml.v3 v3.0.1 @@ -19,51 +19,29 @@ require ( require ( dario.cat/mergo v1.0.1 // indirect - github.com/Masterminds/goutils v1.1.1 // indirect - github.com/Masterminds/semver/v3 v3.2.0 // indirect - github.com/Masterminds/sprig/v3 v3.2.3 // indirect github.com/Microsoft/go-winio v0.6.2 // indirect github.com/ProtonMail/go-crypto v1.1.6 // indirect github.com/cloudflare/circl v1.6.1 // indirect github.com/cyphar/filepath-securejoin v0.4.1 // indirect github.com/dlclark/regexp2 v1.11.5 // indirect - github.com/dustin/go-humanize v1.0.1 // indirect github.com/emirpasic/gods v1.18.1 // indirect github.com/go-git/gcfg v1.5.1-0.20230307220236-3a3c6141e376 // indirect github.com/golang/groupcache v0.0.0-20241129210726-2c02b8208cf8 // indirect - github.com/goph/emperror v0.17.2 // indirect github.com/hashicorp/errwrap v1.1.0 // indirect github.com/hashicorp/go-multierror v1.1.1 // indirect - github.com/huandu/xstrings v1.3.3 // indirect - github.com/imdario/mergo v0.3.13 // indirect github.com/jackc/pgpassfile v1.0.0 // indirect github.com/jackc/pgservicefile v0.0.0-20240606120523-5a60cdf6a761 // indirect github.com/jackc/puddle/v2 v2.2.2 // indirect github.com/jbenet/go-context v0.0.0-20150711004518-d14ea06fba99 // indirect - github.com/json-iterator/go v1.1.12 // indirect github.com/kevinburke/ssh_config v1.2.0 // indirect - github.com/mitchellh/copystructure v1.0.0 // indirect - github.com/mitchellh/reflectwalk v1.0.0 // indirect github.com/moby/sys/userns v0.1.0 // indirect - github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd // indirect - github.com/modern-go/reflect2 v1.0.2 // indirect - github.com/nikolalohinski/gonja v1.5.3 // indirect - github.com/pelletier/go-toml/v2 v2.0.9 // indirect github.com/pgvector/pgvector-go v0.3.0 // indirect github.com/pjbgf/sha1cd v0.3.2 // indirect - github.com/pkg/errors v0.9.1 // indirect github.com/pkoukk/tiktoken-go v0.1.7 // indirect - github.com/sergi/go-diff v1.3.2-0.20230802210424-5b0b94c5c0d3 // indirect - github.com/shopspring/decimal v1.2.0 // indirect - github.com/sirupsen/logrus v1.9.3 // indirect github.com/skeema/knownhosts v1.3.1 // indirect - github.com/spf13/cast v1.3.1 // indirect github.com/xanzy/ssh-agent v0.3.3 // indirect - github.com/yargevad/filepathx v1.0.0 // indirect - go.starlark.net v0.0.0-20230302034142-4b1e35fe2254 // indirect go.uber.org/atomic v1.7.0 // indirect golang.org/x/crypto v0.37.0 // indirect - golang.org/x/exp v0.0.0-20240719175910-8a7402abbf56 // indirect golang.org/x/net v0.39.0 // indirect golang.org/x/sync v0.13.0 // indirect golang.org/x/sys v0.32.0 // indirect diff --git a/go.sum b/go.sum index 533ab7a..29d40bc 100644 --- a/go.sum +++ b/go.sum @@ -1,4 +1,3 @@ -cloud.google.com/go v0.26.0/go.mod h1:aQUYkXzVsufM+DwF1aE+0xfcU+56JwCaLick0ClmMTw= cloud.google.com/go v0.114.0 h1:OIPFAdfrFDFO2ve2U7r/H5SwSbBzEdrBdE7xkgwc+kY= cloud.google.com/go v0.114.0/go.mod h1:ZV9La5YYxctro1HTPug5lXH/GefROyW8PPD4T8n9J8E= cloud.google.com/go/ai v0.7.0 h1:P6+b5p4gXlza5E+u7uvcgYlzZ7103ACg70YdZeC6oGE= @@ -22,13 +21,11 @@ dario.cat/mergo v1.0.1 h1:Ra4+bf83h2ztPIQYNP99R6m+Y7KfnARDfID+a+vLl4s= dario.cat/mergo v1.0.1/go.mod h1:uNxQE+84aUszobStD9th8a29P2fMDhsBdgRYvZOxGmk= entgo.io/ent v0.14.3 h1:wokAV/kIlH9TeklJWGGS7AYJdVckr0DloWjIcO9iIIQ= entgo.io/ent v0.14.3/go.mod h1:aDPE/OziPEu8+OWbzy4UlvWmD2/kbRuWfK2A40hcxJM= -github.com/AssemblyAI/assemblyai-go-sdk v1.3.0 h1:AtOVgGxUycvK4P4ypP+1ZupecvFgnfH+Jsum0o5ILoU= -github.com/AssemblyAI/assemblyai-go-sdk v1.3.0/go.mod h1:H0naZbvpIW49cDA5ZZ/gggeXqi7ojSGB1mqshRk6kNE= github.com/Azure/go-ansiterm v0.0.0-20230124172434-306776ec8161 h1:L/gRVlceqvL25UVaW/CKtUDjefjrs0SPonmDGUVOYP0= github.com/Azure/go-ansiterm v0.0.0-20230124172434-306776ec8161/go.mod h1:xomTg63KZ2rFqZQzSB4Vz2SUXa1BpHTVz9L5PTmPC4E= -github.com/BurntSushi/toml v0.3.1/go.mod h1:xHWCNGjB5oqiDr8zfno3MHue2Ht5sIBksp03qcyfWMU= github.com/Masterminds/goutils v1.1.1 h1:5nUrii3FMTL5diU80unEVvNevw1nH4+ZV4DSLVJLSYI= github.com/Masterminds/goutils v1.1.1/go.mod h1:8cTjp+g8YejhMuvIA5y2vz3BpJxksy863GQaJW2MFNU= +github.com/Masterminds/semver v1.5.0 h1:H65muMkzWKEuNDnfl9d70GUjFniHKHRbFPGBuZ3QEww= github.com/Masterminds/semver/v3 v3.2.0 h1:3MEsd0SM6jqZojhjLWWeBY+Kcjy9i6MQAeY7YgDP83g= github.com/Masterminds/semver/v3 v3.2.0/go.mod h1:qvl/7zhW3nngYb5+80sSMF+FG2BjYrf8m9wsX0PNOMQ= github.com/Masterminds/sprig/v3 v3.2.3 h1:eL2fZNezLomi0uOLqjQoN6BfsDD+fyLtgbJMAj9n6YA= @@ -40,37 +37,15 @@ github.com/Microsoft/hcsshim v0.11.4 h1:68vKo2VN8DE9AdN4tnkWnmdhqdbpUFM8OF3Airm7 github.com/Microsoft/hcsshim v0.11.4/go.mod h1:smjE4dvqPX9Zldna+t5FG3rnoHhaB7QYxPRqGcpAD9w= github.com/ProtonMail/go-crypto v1.1.6 h1:ZcV+Ropw6Qn0AX9brlQLAUXfqLBc7Bl+f/DmNxpLfdw= github.com/ProtonMail/go-crypto v1.1.6/go.mod h1:rA3QumHc/FZ8pAHreoekgiAbzpNsfQAosU5td4SnOrE= -github.com/PuerkitoBio/goquery v1.8.1 h1:uQxhNlArOIdbrH1tr0UXwdVFgDcZDrZVdcpygAcwmWM= -github.com/PuerkitoBio/goquery v1.8.1/go.mod h1:Q8ICL1kNUJ2sXGoAhPGUdYDJvgQgHzJsnnd3H7Ho5jQ= -github.com/airbrake/gobrake v3.6.1+incompatible/go.mod h1:wM4gu3Cn0W0K7GUuVWnlXZU11AGBXMILnrdOU8Kn00o= -github.com/andybalholm/cascadia v1.3.2 h1:3Xi6Dw5lHF15JtdcmAHD3i1+T8plmv7BQ/nsViSLyss= -github.com/andybalholm/cascadia v1.3.2/go.mod h1:7gtRlve5FxPPgIgX36uWBX58OdBsSS6lUvCFb+h7KvU= github.com/anmitsu/go-shlex v0.0.0-20200514113438-38f4b401e2be h1:9AeTilPcZAjCFIImctFaOjnTIavg87rW78vTPkQqLI8= github.com/anmitsu/go-shlex v0.0.0-20200514113438-38f4b401e2be/go.mod h1:ySMOLuWl6zY27l47sB3qLNK6tF2fkHG55UZxx8oIVo4= github.com/armon/go-socks5 v0.0.0-20160902184237-e75332964ef5 h1:0CwZNZbxp69SHPdPJAN/hZIm0C4OItdklCFmMRWYpio= github.com/armon/go-socks5 v0.0.0-20160902184237-e75332964ef5/go.mod h1:wHh0iHkYZB8zMSxRWpUBQtwG5a7fFgvEO+odwuTv2gs= -github.com/aymerick/douceur v0.2.0 h1:Mv+mAeH1Q+n9Fr+oyamOlAkUNPWPlA8PPGR0QAaYuPk= -github.com/aymerick/douceur v0.2.0/go.mod h1:wlT5vV2O3h55X9m7iVYN0TBM0NH/MmbLnd30/FjWUq4= -github.com/bitly/go-simplejson v0.5.0/go.mod h1:cXHtHw4XUPsvGaxgjIAn8PhEWG9NfngEKAMDJEczWVA= -github.com/bmizerany/assert v0.0.0-20160611221934-b7ed37b82869/go.mod h1:Ekp36dRnpXw/yCqJaO+ZrUyxD+3VXMFFr56k5XYrpB4= -github.com/bugsnag/bugsnag-go v1.4.0/go.mod h1:2oa8nejYd4cQ/b0hMIopN0lCRxU0bueqREvZLWFrtK8= -github.com/bugsnag/panicwrap v1.2.0/go.mod h1:D/8v3kj0zr8ZAKg1AQ6crr+5VwKN5eIywRkfhyM/+dE= github.com/cenkalti/backoff v2.2.1+incompatible h1:tNowT99t7UNflLxfYYSlKYsBpXdEet03Pg2g16Swow4= -github.com/cenkalti/backoff v2.2.1+incompatible/go.mod h1:90ReRw6GdpyfrHakVjL/QHaoyV4aDUVVkXQJJJ3NXXM= github.com/cenkalti/backoff/v4 v4.2.1 h1:y4OZtCnogmCPw98Zjyt5a6+QwPLGkiQsYW5oUqylYbM= github.com/cenkalti/backoff/v4 v4.2.1/go.mod h1:Y3VNntkOUPxTVeUxJ/G5vcM//AlwfmyYozVcomhLiZE= -github.com/cenkalti/backoff/v5 v5.0.2 h1:rIfFVxEf1QsI7E1ZHfp/B4DF/6QBAUhmgkxc0H7Zss8= -github.com/cenkalti/backoff/v5 v5.0.2/go.mod h1:rkhZdG3JZukswDf7f0cwqPNk4K0sa+F97BxZthm/crw= -github.com/census-instrumentation/opencensus-proto v0.2.1/go.mod h1:f6KPmirojxKA12rnyqOA5BBL4O983OfeGPqjHWSTneU= -github.com/certifi/gocertifi v0.0.0-20190105021004-abcd57078448/go.mod h1:GJKEexRPVJrBSOjoqN5VNOIKJ5Q3RViH6eu3puDRwx4= -github.com/chzyer/logex v1.1.10/go.mod h1:+Ywpsq7O8HXn0nuIou7OrIPyXbp3wmkHB+jjWRnGsAI= -github.com/chzyer/readline v0.0.0-20180603132655-2972be24d48e/go.mod h1:nSuG5e5PlCu98SY8svDHJxuZscDgtXS6KTTbou5AhLI= -github.com/chzyer/test v0.0.0-20180213035817-a1ea475d72b1/go.mod h1:Q3SI9o4m/ZMnBNeIyt5eFwwo7qiLfzFZmjNmxjkiQlU= -github.com/client9/misspell v0.3.4/go.mod h1:qj6jICC3Q7zFZvVWo7KLAzC3yx5G7kyvSDkc90ppPyw= github.com/cloudflare/circl v1.6.1 h1:zqIqSPIndyBh1bjLVVDHMPpVKqp8Su/V+6MeDzzQBQ0= github.com/cloudflare/circl v1.6.1/go.mod h1:uddAzsPgqdMAYatqJ0lsjX1oECcQLIlRpzZh3pJrofs= -github.com/coder/websocket v1.8.7 h1:jiep6gmlfP/yq2w1gBoubJEXL9gf8x3bp6lzzX8nJxE= -github.com/coder/websocket v1.8.7/go.mod h1:B70DZP8IakI65RVQ51MsWP/8jndNma26DVA/nFSCgW0= github.com/containerd/containerd v1.7.15 h1:afEHXdil9iAm03BmhjzKyXnnEBtjaLJefdU7DV0IFes= github.com/containerd/containerd v1.7.15/go.mod h1:ISzRRTMF8EXNpJlTzyr2XMhN+j9K302C21/+cr3kUnY= github.com/containerd/log v0.1.0 h1:TCJt7ioM2cr/tfR8GPbGf9/VRAX8D2B4PjzCpfX540I= @@ -100,18 +75,10 @@ github.com/elazarl/goproxy v1.7.2 h1:Y2o6urb7Eule09PjlhQRGNsqRfPmYI3KKQLFpCAV3+o github.com/elazarl/goproxy v1.7.2/go.mod h1:82vkLNir0ALaW14Rc399OTTjyNREgmdL2cVoIbS6XaE= github.com/emirpasic/gods v1.18.1 h1:FXtiHYKDGKCW2KzwZKx0iC0PQmdlorYgdFG9jPXJ1Bc= github.com/emirpasic/gods v1.18.1/go.mod h1:8tpGGwCnJ5H4r6BWwaV6OrWmMoPhUl5jm/FMNAnJvWQ= -github.com/envoyproxy/go-control-plane v0.9.1-0.20191026205805-5f8ba28d4473/go.mod h1:YTl/9mNaCwkRvm6d1a2C3ymFceY/DCBVvsKhRF0iEA4= -github.com/envoyproxy/protoc-gen-validate v0.1.0/go.mod h1:iSmxcyjqTsJpI2R4NaDN7+kN2VEUnK/pcBlmesArF7c= github.com/felixge/httpsnoop v1.0.4 h1:NFTV2Zj1bL4mc9sqWACXbQFVBBg2W3GPvqp8/ESS2Wg= github.com/felixge/httpsnoop v1.0.4/go.mod h1:m8KPJKqk1gH5J9DgRY2ASl2lWCfGKXixSwevea8zH2U= -github.com/fsnotify/fsnotify v1.4.7/go.mod h1:jwhsz4b93w/PPRr/qN1Yymfu8t87LnFCMoQvtojpjFo= -github.com/getsentry/raven-go v0.2.0/go.mod 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h1:Dhd985XPs7jluiymwWYZ0G4Z61jb3vdS329zhj2hYo0= -github.com/mattn/go-colorable v0.1.13 h1:fFA4WZxdEF4tXPZVKMLwD8oUnCTTo08duU7wxecdEvA= -github.com/mattn/go-colorable v0.1.13/go.mod h1:7S9/ev0klgBDR4GtXTXX8a3vIGJpMovkB8vQcUbaXHg= -github.com/mattn/go-isatty v0.0.20 h1:xfD0iDuEKnDkl03q4limB+vH+GxLEtL/jb4xVJSWWEY= -github.com/mattn/go-isatty v0.0.20/go.mod h1:W+V8PltTTMOvKvAeJH7IuucS94S2C6jfK/D7dTCTo3Y= -github.com/mgutz/ansi v0.0.0-20170206155736-9520e82c474b h1:j7+1HpAFS1zy5+Q4qx1fWh90gTKwiN4QCGoY9TWyyO4= -github.com/mgutz/ansi v0.0.0-20170206155736-9520e82c474b/go.mod h1:01TrycV0kFyexm33Z7vhZRXopbI8J3TDReVlkTgMUxE= -github.com/microcosm-cc/bluemonday v1.0.26 h1:xbqSvqzQMeEHCqMi64VAs4d8uy6Mequs3rQ0k/Khz58= -github.com/microcosm-cc/bluemonday v1.0.26/go.mod h1:JyzOCs9gkyQyjs+6h10UEVSe02CGwkhd72Xdqh78TWs= github.com/mitchellh/copystructure v1.0.0 h1:Laisrj+bAB6b/yJwB5Bt3ITZhGJdqmxquMKeZ+mmkFQ= github.com/mitchellh/copystructure v1.0.0/go.mod h1:SNtv71yrdKgLRyLFxmLdkAbkKEFWgYaq1OVrnRcwhnw= github.com/mitchellh/reflectwalk v1.0.0 h1:9D+8oIskB4VJBN5SFlmc27fSlIBZaov1Wpk/IfikLNY= @@ -251,7 +179,6 @@ github.com/moby/sys/userns v0.1.0 h1:tVLXkFOxVu9A64/yh59slHVv9ahO9UIev4JZusOLG/g github.com/moby/sys/userns v0.1.0/go.mod h1:IHUYgu/kao6N8YZlp9Cf444ySSvCmDlmzUcYfDHOl28= github.com/moby/term v0.5.0 h1:xt8Q1nalod/v7BqbG21f8mQPqH+xAaC9C3N3wfWbVP0= github.com/moby/term v0.5.0/go.mod h1:8FzsFHVUBGZdbDsJw/ot+X+d5HLUbvklYLJ9uGfcI3Y= -github.com/modern-go/concurrent v0.0.0-20180228061459-e0a39a4cb421/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q= github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd h1:TRLaZ9cD/w8PVh93nsPXa1VrQ6jlwL5oN8l14QlcNfg= github.com/modern-go/concurrent v0.0.0-20180306012644-bacd9c7ef1dd/go.mod h1:6dJC0mAP4ikYIbvyc7fijjWJddQyLn8Ig3JB5CqoB9Q= github.com/modern-go/reflect2 v1.0.2 h1:xBagoLtFs94CBntxluKeaWgTMpvLxC4ur3nMaC9Gz0M= @@ -260,9 +187,6 @@ github.com/morikuni/aec v1.0.0 h1:nP9CBfwrvYnBRgY6qfDQkygYDmYwOilePFkwzv4dU8A= github.com/morikuni/aec v1.0.0/go.mod h1:BbKIizmSmc5MMPqRYbxO4ZU0S0+P200+tUnFx7PXmsc= github.com/nikolalohinski/gonja v1.5.3 h1:GsA+EEaZDZPGJ8JtpeGN78jidhOlxeJROpqMT9fTj9c= github.com/nikolalohinski/gonja v1.5.3/go.mod h1:RmjwxNiXAEqcq1HeK5SSMmqFJvKOfTfXhkJv6YBtPa4= -github.com/onsi/ginkgo v1.6.0/go.mod h1:lLunBs/Ym6LB5Z9jYTR76FiuTmxDTDusOGeTQH+WWjE= -github.com/onsi/ginkgo v1.8.0/go.mod h1:lLunBs/Ym6LB5Z9jYTR76FiuTmxDTDusOGeTQH+WWjE= -github.com/onsi/gomega v1.5.0/go.mod h1:ex+gbHU/CVuBBDIJjb2X0qEXbFg53c61hWP/1CpauHY= github.com/onsi/gomega v1.34.1 h1:EUMJIKUjM8sKjYbtxQI9A4z2o+rruxnzNvpknOXie6k= github.com/onsi/gomega v1.34.1/go.mod h1:kU1QgUvBDLXBJq618Xvm2LUX6rSAfRaFRTcdOeDLwwY= github.com/opencontainers/go-digest v1.0.0 h1:apOUWs51W5PlhuyGyz9FCeeBIOUDA/6nW8Oi/yOhh5U= @@ -275,7 +199,6 @@ github.com/pgvector/pgvector-go v0.3.0 h1:Ij+Yt78R//uYqs3Zk35evZFvr+G0blW0OUN+Q2 github.com/pgvector/pgvector-go v0.3.0/go.mod h1:duFy+PXWfW7QQd5ibqutBO4GxLsUZ9RVXhFZGIBsWSA= github.com/pjbgf/sha1cd v0.3.2 h1:a9wb0bp1oC2TGwStyn0Umc/IGKQnEgF0vVaZ8QF8eo4= github.com/pjbgf/sha1cd v0.3.2/go.mod h1:zQWigSxVmsHEZow5qaLtPYxpcKMMQpa09ixqBxuCS6A= -github.com/pkg/errors v0.8.0/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0= github.com/pkg/errors v0.9.1 h1:FEBLx1zS214owpjy7qsBeixbURkuhQAwrK5UwLGTwt4= github.com/pkg/errors v0.9.1/go.mod h1:bwawxfHBFNV+L2hUp1rHADufV3IMtnDRdf1r5NINEl0= github.com/pkoukk/tiktoken-go v0.1.7 h1:qOBHXX4PHtvIvmOtyg1EeKlwFRiMKAcoMp4Q+bLQDmw= @@ -284,10 +207,8 @@ github.com/pmezard/go-difflib v1.0.0 h1:4DBwDE0NGyQoBHbLQYPwSUPoCMWR5BEzIk/f1lZb github.com/pmezard/go-difflib v1.0.0/go.mod h1:iKH77koFhYxTK1pcRnkKkqfTogsbg7gZNVY4sRDYZ/4= github.com/power-devops/perfstat v0.0.0-20210106213030-5aafc221ea8c h1:ncq/mPwQF4JjgDlrVEn3C11VoGHZN7m8qihwgMEtzYw= github.com/power-devops/perfstat v0.0.0-20210106213030-5aafc221ea8c/go.mod h1:OmDBASR4679mdNQnz2pUhc2G8CO2JrUAVFDRBDP/hJE= -github.com/prometheus/client_model v0.0.0-20190812154241-14fe0d1b01d4/go.mod h1:xMI15A0UPsDsEKsMN9yxemIoYk6Tm2C1GtYGdfGttqA= github.com/rogpeppe/go-internal v1.14.1 h1:UQB4HGPB6osV0SQTLymcB4TgvyWu6ZyliaW0tI/otEQ= github.com/rogpeppe/go-internal v1.14.1/go.mod h1:MaRKkUm5W0goXpeCfT7UZI6fk/L7L7so1lCWt35ZSgc= -github.com/rollbar/rollbar-go v1.0.2/go.mod h1:AcFs5f0I+c71bpHlXNNDbOWJiKwjFDtISeXco0L5PKQ= github.com/sergi/go-diff v1.3.2-0.20230802210424-5b0b94c5c0d3 h1:n661drycOFuPLCN3Uc8sB6B/s6Z4t2xvBgU1htSHuq8= github.com/sergi/go-diff v1.3.2-0.20230802210424-5b0b94c5c0d3/go.mod h1:A0bzQcvG0E7Rwjx0REVgAGH58e96+X0MeOfepqsbeW4= github.com/shirou/gopsutil/v3 v3.23.12 h1:z90NtUkp3bMtmICZKpC4+WaknU1eXtp5vtbQ11DgpE4= @@ -296,7 +217,6 @@ github.com/shoenig/go-m1cpu v0.1.6 h1:nxdKQNcEB6vzgA2E2bvzKIYRuNj7XNJ4S/aRSwKzFt github.com/shoenig/go-m1cpu v0.1.6/go.mod h1:1JJMcUBvfNwpq05QDQVAnx3gUHr9IYF7GNg9SUEw2VQ= github.com/shopspring/decimal v1.2.0 h1:abSATXmQEYyShuxI4/vyW3tV1MrKAJzCZ/0zLUXYbsQ= github.com/shopspring/decimal v1.2.0/go.mod h1:DKyhrW/HYNuLGql+MJL6WCR6knT2jwCFRcu2hWCYk4o= -github.com/sirupsen/logrus v1.2.0/go.mod h1:LxeOpSwHxABJmUn/MG1IvRgCAasNZTLOkJPxbbu5VWo= github.com/sirupsen/logrus v1.7.0/go.mod h1:yWOB1SBYBC5VeMP7gHvWumXLIWorT60ONWic61uBYv0= github.com/sirupsen/logrus v1.9.3 h1:dueUQJ1C2q9oE3F7wvmSGAaVtTmUizReu6fjN8uqzbQ= github.com/sirupsen/logrus v1.9.3/go.mod h1:naHLuLoDiP4jHNo9R0sCBMtWGeIprob74mVsIT4qYEQ= @@ -305,17 +225,10 @@ github.com/skeema/knownhosts v1.3.1/go.mod h1:r7KTdC8l4uxWRyK2TpQZ/1o5HaSzh06ePQ github.com/spf13/cast v1.3.1 h1:nFm6S0SMdyzrzcmThSipiEubIDy8WEXKNZ0UOgiRpng= github.com/spf13/cast v1.3.1/go.mod h1:Qx5cxh0v+4UWYiBimWS+eyWzqEqokIECu5etghLkUJE= github.com/stretchr/objx v0.1.0/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME= -github.com/stretchr/objx v0.1.1/go.mod h1:HFkY916IF+rwdDfMAkV7OtwuqBVzrE8GR6GFx+wExME= -github.com/stretchr/objx v0.4.0/go.mod h1:YvHI0jy2hoMjB+UWwv71VJQ9isScKT/TqJzVSSt89Yw= -github.com/stretchr/objx v0.5.0/go.mod h1:Yh+to48EsGEfYuaHDzXPcE3xhTkx73EhmCGUpEOglKo= github.com/stretchr/testify v1.2.2/go.mod h1:a8OnRcib4nhh0OaRAV+Yts87kKdq0PP7pXfy6kDkUVs= github.com/stretchr/testify v1.3.0/go.mod h1:M5WIy9Dh21IEIfnGCwXGc5bZfKNJtfHm1UVUgZn+9EI= github.com/stretchr/testify v1.4.0/go.mod h1:j7eGeouHqKxXV5pUuKE4zz7dFj8WfuZ+81PSLYec5m4= -github.com/stretchr/testify v1.5.1/go.mod h1:5W2xD1RspED5o8YsWQXVCued0rvSQ+mT+I5cxcmMvtA= github.com/stretchr/testify v1.7.0/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg= -github.com/stretchr/testify v1.7.1/go.mod h1:6Fq8oRcR53rry900zMqJjRRixrwX3KX962/h/Wwjteg= -github.com/stretchr/testify v1.8.0/go.mod h1:yNjHg4UonilssWZ8iaSj1OCr/vHnekPRkoO+kdMU+MU= -github.com/stretchr/testify v1.8.4/go.mod h1:sz/lmYIOXD/1dqDmKjjqLyZ2RngseejIcXlSw2iwfAo= github.com/stretchr/testify v1.10.0 h1:Xv5erBjTwe/5IxqUQTdXv5kgmIvbHo3QQyRwhJsOfJA= github.com/stretchr/testify v1.10.0/go.mod h1:r2ic/lqez/lEtzL7wO/rwa5dbSLXVDPFyf8C91i36aY= github.com/testcontainers/testcontainers-go v0.31.0 h1:W0VwIhcEVhRflwL9as3dhY6jXjVCA27AkmbnZ+UTh3U= @@ -346,27 +259,14 @@ github.com/vmihailenco/tagparser v0.1.2 h1:gnjoVuB/kljJ5wICEEOpx98oXMWPLj22G67Vb github.com/vmihailenco/tagparser v0.1.2/go.mod h1:OeAg3pn3UbLjkWt+rN9oFYB6u/cQgqMEUPoW2WPyhdI= github.com/vmihailenco/tagparser/v2 v2.0.0 h1:y09buUbR+b5aycVFQs/g70pqKVZNBmxwAhO7/IwNM9g= github.com/vmihailenco/tagparser/v2 v2.0.0/go.mod h1:Wri+At7QHww0WTrCBeu4J6bNtoV6mEfg5OIWRZA9qds= -github.com/x-cray/logrus-prefixed-formatter v0.5.2 h1:00txxvfBM9muc0jiLIEAkAcIMJzfthRT6usrui8uGmg= -github.com/x-cray/logrus-prefixed-formatter v0.5.2/go.mod h1:2duySbKsL6M18s5GU7VPsoEPHyzalCE06qoARUCeBBE= github.com/x448/float16 v0.8.4 h1:qLwI1I70+NjRFUR3zs1JPUCgaCXSh3SW62uAKT1mSBM= github.com/x448/float16 v0.8.4/go.mod h1:14CWIYCyZA/cWjXOioeEpHeN/83MdbZDRQHoFcYsOfg= github.com/xanzy/ssh-agent v0.3.3 h1:+/15pJfg/RsTxqYcX6fHqOXZwwMP+2VyYWJeWM2qQFM= github.com/xanzy/ssh-agent v0.3.3/go.mod h1:6dzNDKs0J9rVPHPhaGCukekBHKqfl+L3KghI1Bc68Uw= github.com/yargevad/filepathx v1.0.0 h1:SYcT+N3tYGi+NvazubCNlvgIPbzAk7i7y2dwg3I5FYc= github.com/yargevad/filepathx v1.0.0/go.mod h1:BprfX/gpYNJHJfc35GjRRpVcwWXS89gGulUIU5tK3tA= -github.com/yuin/goldmark v1.4.13/go.mod h1:6yULJ656Px+3vBD8DxQVa3kxgyrAnzto9xy5taEt/CY= github.com/yusufpapurcu/wmi v1.2.3 h1:E1ctvB7uKFMOJw3fdOW32DwGE9I7t++CRUEMKvFoFiw= github.com/yusufpapurcu/wmi v1.2.3/go.mod h1:SBZ9tNy3G9/m5Oi98Zks0QjeHVDvuK0qfxQmPyzfmi0= -gitlab.com/golang-commonmark/html v0.0.0-20191124015941-a22733972181 h1:K+bMSIx9A7mLES1rtG+qKduLIXq40DAzYHtb0XuCukA= -gitlab.com/golang-commonmark/html v0.0.0-20191124015941-a22733972181/go.mod h1:dzYhVIwWCtzPAa4QP98wfB9+mzt33MSmM8wsKiMi2ow= -gitlab.com/golang-commonmark/linkify v0.0.0-20191026162114-a0c2df6c8f82 h1:oYrL81N608MLZhma3ruL8qTM4xcpYECGut8KSxRY59g= -gitlab.com/golang-commonmark/linkify v0.0.0-20191026162114-a0c2df6c8f82/go.mod h1:Gn+LZmCrhPECMD3SOKlE+BOHwhOYD9j7WT9NUtkCrC8= -gitlab.com/golang-commonmark/markdown v0.0.0-20211110145824-bf3e522c626a h1:O85GKETcmnCNAfv4Aym9tepU8OE0NmcZNqPlXcsBKBs= -gitlab.com/golang-commonmark/markdown v0.0.0-20211110145824-bf3e522c626a/go.mod h1:LaSIs30YPGs1H5jwGgPhLzc8vkNc/k0rDX/fEZqiU/M= -gitlab.com/golang-commonmark/mdurl v0.0.0-20191124015652-932350d1cb84 h1:qqjvoVXdWIcZCLPMlzgA7P9FZWdPGPvP/l3ef8GzV6o= -gitlab.com/golang-commonmark/mdurl v0.0.0-20191124015652-932350d1cb84/go.mod h1:IJZ+fdMvbW2qW6htJx7sLJ04FEs4Ldl/MDsJtMKywfw= -gitlab.com/golang-commonmark/puny v0.0.0-20191124015043-9f83538fa04f h1:Wku8eEdeJqIOFHtrfkYUByc4bCaTeA6fL0UJgfEiFMI= -gitlab.com/golang-commonmark/puny v0.0.0-20191124015043-9f83538fa04f/go.mod h1:Tiuhl+njh/JIg0uS/sOJVYi0x2HEa5rc1OAaVsb5tAs= go.opencensus.io v0.24.0 h1:y73uSU6J157QMP2kn2r30vwW1A2W2WFwSCGnAVxeaD0= go.opencensus.io v0.24.0/go.mod h1:vNK8G9p7aAivkbmorf4v+7Hgx+Zs0yY+0fOtgBfjQKo= go.opentelemetry.io/contrib/instrumentation/google.golang.org/grpc/otelgrpc v0.51.0 h1:A3SayB3rNyt+1S6qpI9mHPkeHTZbD7XILEqWnYZb2l0= @@ -383,132 +283,63 @@ go.starlark.net v0.0.0-20230302034142-4b1e35fe2254 h1:Ss6D3hLXTM0KobyBYEAygXzFfG go.starlark.net v0.0.0-20230302034142-4b1e35fe2254/go.mod h1:jxU+3+j+71eXOW14274+SmmuW82qJzl6iZSeqEtTGds= go.uber.org/atomic v1.7.0 h1:ADUqmZGgLDDfbSL9ZmPxKTybcoEYHgpYfELNoN+7hsw= go.uber.org/atomic v1.7.0/go.mod h1:fEN4uk6kAWBTFdckzkM89CLk9XfWZrxpCo0nPH17wJc= -golang.org/x/crypto v0.0.0-20180904163835-0709b304e793/go.mod h1:6SG95UA2DQfeDnfUPMdvaQW0Q7yPrPDi9nlGo2tz2b4= -golang.org/x/crypto v0.0.0-20190308221718-c2843e01d9a2/go.mod h1:djNgcEr1/C05ACkg1iLfiJU5Ep61QUkGW8qpdssI0+w= -golang.org/x/crypto v0.0.0-20210921155107-089bfa567519/go.mod h1:GvvjBRRGRdwPK5ydBHafDWAxML/pGHZbMvKqRZ5+Abc= golang.org/x/crypto v0.0.0-20220622213112-05595931fe9d/go.mod h1:IxCIyHEi3zRg3s0A5j5BB6A9Jmi73HwBIUl50j+osU4= -golang.org/x/crypto v0.3.0/go.mod h1:hebNnKkNXi2UzZN1eVRvBB7co0a+JxK6XbPiWVs/3J4= golang.org/x/crypto v0.37.0 h1:kJNSjF/Xp7kU0iB2Z+9viTPMW4EqqsrywMXLJOOsXSE= golang.org/x/crypto v0.37.0/go.mod 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h1:RDklbk79AGWmwhnvt/jBztapEOGDOx6ZbXqjP6csGnQ= gopkg.in/yaml.v3 v3.0.0-20200313102051-9f266ea9e77c/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= -gopkg.in/yaml.v3 v3.0.0/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= gopkg.in/yaml.v3 v3.0.1 h1:fxVm/GzAzEWqLHuvctI91KS9hhNmmWOoWu0XTYJS7CA= gopkg.in/yaml.v3 v3.0.1/go.mod h1:K4uyk7z7BCEPqu6E+C64Yfv1cQ7kz7rIZviUmN+EgEM= gorm.io/driver/postgres v1.5.4 h1:Iyrp9Meh3GmbSuyIAGyjkN+n9K+GHX9b9MqsTL4EJCo= gorm.io/driver/postgres v1.5.4/go.mod h1:Bgo89+h0CRcdA33Y6frlaHHVuTdOf87pmyzwW9C/BH0= gorm.io/gorm v1.25.5 h1:zR9lOiiYf09VNh5Q1gphfyia1JpiClIWG9hQaxB/mls= gorm.io/gorm v1.25.5/go.mod h1:hbnx/Oo0ChWMn1BIhpy1oYozzpM15i4YPuHDmfYtwg8= -honnef.co/go/tools v0.0.0-20190102054323-c2f93a96b099/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= -honnef.co/go/tools v0.0.0-20190523083050-ea95bdfd59fc/go.mod h1:rf3lG4BRIbNafJWhAfAdb/ePZxsR/4RtNHQocxwk9r4= mellium.im/sasl v0.3.1 h1:wE0LW6g7U83vhvxjC1IY8DnXM+EU095yeo8XClvCdfo= mellium.im/sasl v0.3.1/go.mod h1:xm59PUYpZHhgQ9ZqoJ5QaCqzWMi8IeS49dhp6plPCzw= sigs.k8s.io/yaml v1.3.0 h1:a2VclLzOGrwOHDiV8EfBGhvjHvP46CtW5j6POvhYGGo= diff --git a/pkg/database/database.go b/pkg/database/database.go index dd9b5fb..2685092 100644 --- a/pkg/database/database.go +++ b/pkg/database/database.go @@ -17,6 +17,9 @@ import ( "github.com/jackc/pgx/v5" "github.com/jackc/pgx/v5/pgxpool" _ "github.com/lib/pq" + "github.com/tmc/langchaingo/embeddings" + "github.com/tmc/langchaingo/vectorstores" + "github.com/tmc/langchaingo/vectorstores/pgvector" "path/filepath" "strconv" ) @@ -39,11 +42,13 @@ func preparedStatements() map[string]string { } } +// Database is a helper that abstracts access to the database as well as handles migrations. type Database struct { pool *pgxpool.Pool } -func (db *Database) DB(ctx context.Context) (*pgxpool.Conn, error) { +// db gets a references to the connection pool. +func (db *Database) db(ctx context.Context) (*pgxpool.Conn, error) { conn, err := db.pool.Acquire(ctx) if err != nil { return nil, err @@ -58,6 +63,7 @@ func (db *Database) DB(ctx context.Context) (*pgxpool.Conn, error) { return conn, nil } +// UpsertRepo will ensure we have a repository reference for this particular repository path and HEAD reference. func (db *Database) UpsertRepo(ctx context.Context, repoPath string) (string, bool, error) { gitPath := osfs.New(filepath.Join(repoPath, ".git")) @@ -71,7 +77,7 @@ func (db *Database) UpsertRepo(ctx context.Context, repoPath string) (string, bo return "", false, err } - conn, err := db.DB(ctx) + conn, err := db.db(ctx) if err != nil { return "", false, err } @@ -94,8 +100,9 @@ func (db *Database) UpsertRepo(ctx context.Context, repoPath string) (string, bo return id, false, nil } +// GetChunk will get a specified chunk from the database. func (db *Database) GetChunk(ctx context.Context, chunkID int, path, repoID string) (string, error) { - conn, err := db.DB(ctx) + conn, err := db.db(ctx) if err != nil { return "", err } @@ -112,6 +119,43 @@ func (db *Database) GetChunk(ctx context.Context, chunkID int, path, repoID stri return chunk, nil } +// ClearChunkIndex will clear all embeddings for a particular repo ID. +func (db *Database) ClearChunkIndex(ctx context.Context, repoID string) error { + conn, err := db.db(ctx) + if err != nil { + return err + } + defer conn.Release() + + if _, err := conn.Exec(ctx, "clear_chunks_for_repo", repoID); err != nil { + return err + } + + return nil +} + +// GetVectorStore gets a vector store capable of storing and searching embeddings. +func (db *Database) GetVectorStore(ctx context.Context, embedder embeddings.Embedder) (vectorstores.VectorStore, func(), error) { + conn, err := db.db(ctx) + if err != nil { + return nil, nil, err + } + + vectorStore, err := pgvector.New(ctx, + pgvector.WithConn(conn), + pgvector.WithEmbedder(embedder), + pgvector.WithCollectionName("file_chunks"), + ) + if err != nil { + return nil, nil, err + } + + return vectorStore, func() { + conn.Release() + }, nil +} + +// GetChunkContext will get a specified chunk and surrounding context based on some amount of distance. func (db *Database) GetChunkContext(ctx context.Context, chunkID, distance int, path, repoID string) (string, error) { minChunk := chunkID - distance if minChunk < 0 { @@ -134,6 +178,7 @@ func (db *Database) GetChunkContext(ctx context.Context, chunkID, distance int, return chunkContext, nil } +// FromConfig generates a new Database from a passed in configuration. Used for bootstrapping. func FromConfig(ctx context.Context, cfg *config.Configuration) (*Database, error) { migFS, err := iofs.New(migrations, "migrations") if err != nil { @@ -157,10 +202,12 @@ func FromConfig(ctx context.Context, cfg *config.Configuration) (*Database, erro return &Database{pool: pool}, nil } +// FromContext will retrieve the Database from a Context where WrapContext was used to embed the database in the context. func FromContext(ctx context.Context) *Database { return ctx.Value(contextKeyDB).(*Database) } +// WrapContext embeds a Database inside a Context so it can be passed to functions. func WrapContext(ctx context.Context, cfg *Database) context.Context { return context.WithValue(ctx, contextKeyDB, cfg) } diff --git a/pkg/indexer/indexer.go b/pkg/indexer/indexer.go index 15f280d..cd58d87 100644 --- a/pkg/indexer/indexer.go +++ b/pkg/indexer/indexer.go @@ -5,13 +5,14 @@ import ( "ai-code-assistant/pkg/llm" "context" "github.com/tmc/langchaingo/schema" - "github.com/tmc/langchaingo/vectorstores/pgvector" "log/slog" "os" "path/filepath" "strconv" ) +// Indexer is responsible for crawling the head of a Git repository and generating embeddings so that the most relevant +// chunks of code can be identified based on a given prompt. type Indexer struct { repoPath string chunkSize int @@ -21,6 +22,7 @@ type Indexer struct { allowedExtensions []string } +// New creates a new Indexer. func New(ctx context.Context, path string, chunkSize int, force bool) *Indexer { return &Indexer{ repoPath: path, @@ -34,6 +36,8 @@ func New(ctx context.Context, path string, chunkSize int, force bool) *Indexer { } } +// Index will crawl a repository looking for supported files to index and will then index them. +// The files are indexed by the path to the repository and the Git commit hash of the current HEAD. func (idx *Indexer) Index(ctx context.Context) error { repoID, didUpdate, err := idx.db.UpsertRepo(ctx, idx.repoPath) if err != nil { @@ -46,7 +50,7 @@ func (idx *Indexer) Index(ctx context.Context) error { return nil } else if didUpdate && idx.force { slog.Info("repo already indexed, but force flag was set, cleaning and re-indexing") - if err := idx.cleanIndexForRepo(ctx, repoID); err != nil { + if err := idx.db.ClearChunkIndex(ctx, repoID); err != nil { return err } } else if !didUpdate { @@ -60,58 +64,14 @@ func (idx *Indexer) Index(ctx context.Context) error { return nil } -func (idx *Indexer) cleanIndexForRepo(ctx context.Context, repoID string) error { - conn, err := idx.db.DB(ctx) - if err != nil { - return err - } - defer conn.Release() - - if _, err := conn.Exec(ctx, "clear_chunks_for_repo", repoID); err != nil { - return err - } - - return nil -} - -func crawlFiles(ctx context.Context, path string, cb func(ctx context.Context, filePath string) error) error { - pathFiles, err := os.ReadDir(path) - if err != nil { - return err - } - - for _, file := range pathFiles { - filePath := filepath.Join(path, file.Name()) - - if file.IsDir() { - if err := crawlFiles(ctx, filePath, cb); err != nil { - return err - } - } else { - if err := cb(ctx, filePath); err != nil { - return err - } - } - } - - return nil -} - +// generateFileChunks crawls the repository looking for supported files and will store the embeddings for those files +// in the database so we can look for relevant chunks later. func (idx *Indexer) generateFileChunks(ctx context.Context, repoID string) error { - conn, err := idx.db.DB(ctx) - if err != nil { - return err - } - defer conn.Release() - - vectorStore, err := pgvector.New(ctx, - pgvector.WithConn(conn), - pgvector.WithEmbedder(idx.llm.Embedder()), - pgvector.WithCollectionName("file_chunks"), - ) + vectorStore, closeFunc, err := idx.db.GetVectorStore(ctx, idx.llm.Embedder()) if err != nil { return err } + defer closeFunc() return crawlFiles(ctx, idx.repoPath, func(ctx context.Context, filePath string) error { chunkID := 0 @@ -154,10 +114,34 @@ func (idx *Indexer) generateFileChunks(ctx context.Context, repoID string) error }) } +// crawlFiles recursively crawls the repository tree looking for files, when a file is located the callback is called. +func crawlFiles(ctx context.Context, path string, cb func(ctx context.Context, filePath string) error) error { + pathFiles, err := os.ReadDir(path) + if err != nil { + return err + } + + for _, file := range pathFiles { + filePath := filepath.Join(path, file.Name()) + + if file.IsDir() { + if err := crawlFiles(ctx, filePath, cb); err != nil { + return err + } + } else { + if err := cb(ctx, filePath); err != nil { + return err + } + } + } + + return nil +} + // chunkFile will take a file and return it in chunks that are suitable size to be embedded. // This is a very simple algorithm right now, it would be better to use a lexer to identify good parts of the AST to -// split on. We could also implement a reference graph to find the most relevant files based on the relationships -// between files. +// split on (e.g. functions, or groups of functions). We could also implement a reference graph to find the most +// relevant files based on the relationships between files. func chunkFile(_ context.Context, filePath string, maxBytes int, chunkCb func(chunk []byte, start, end uint64) error) error { fileBytes, err := os.ReadFile(filePath) if err != nil { diff --git a/pkg/llm/relevent_docs.go b/pkg/llm/relevent_docs.go index 7c66fa8..57dcd09 100644 --- a/pkg/llm/relevent_docs.go +++ b/pkg/llm/relevent_docs.go @@ -6,7 +6,6 @@ import ( "github.com/tmc/langchaingo/callbacks" "github.com/tmc/langchaingo/schema" "github.com/tmc/langchaingo/vectorstores" - "github.com/tmc/langchaingo/vectorstores/pgvector" "strconv" ) @@ -37,20 +36,11 @@ func NewGetRelevantDocs(db *database.Database, llm *LLM, repoID string, size int } func (rd *RelevantDocs) GetRelevantFileChunks(ctx context.Context, query string) ([]*FileChunkID, error) { - conn, err := rd.db.DB(ctx) - if err != nil { - return nil, err - } - defer conn.Release() - - vectorStore, err := pgvector.New(ctx, - pgvector.WithConn(conn), - pgvector.WithEmbedder(rd.llm.Embedder()), - pgvector.WithCollectionName("file_chunks"), - ) + vectorStore, closeFunc, err := rd.db.GetVectorStore(ctx, rd.llm.Embedder()) if err != nil { return nil, err } + defer closeFunc() retr := vectorstores.ToRetriever(vectorStore, rd.size, vectorstores.WithFilters(map[string]any{"type": "file_chunk", "repo_id": rd.repoID})) retr.CallbacksHandler = rd.CallbacksHandler