Source: https://seerepo.com/compare/awsdocs/aws-doc-sdk-examples/vs/mudler/LocalAI
Markdown source: https://seerepo.com/compare/awsdocs/aws-doc-sdk-examples/vs/mudler/LocalAI.md
Description: aws-doc-sdk-examples and LocalAI share 12 technologies: s3, Postgres, Tokio, Vite, React, react-router-dom, github.com/aws/aws-sdk-go-v2/credentials, pillow, github.com/aws/aws-sdk-go-v2, github.com/aws/aws-sdk-go-v2/config, tracing, and tracing-subscriber. aws-doc-sdk-examples is written in Java and LocalAI in Go.

# aws-doc-sdk-examples vs LocalAI

aws-doc-sdk-examples and LocalAI share 12 technologies: s3, Postgres, Tokio, Vite, React, react-router-dom, github.com/aws/aws-sdk-go-v2/credentials, pillow, github.com/aws/aws-sdk-go-v2, github.com/aws/aws-sdk-go-v2/config, tracing, and tracing-subscriber. aws-doc-sdk-examples is written in Java and LocalAI in Go.

- [awsdocs/aws-doc-sdk-examples](https://seerepo.com/r/awsdocs/aws-doc-sdk-examples): Welcome to the AWS Code Examples Repository.  This repo contains code examples used in the AWS documentation, AWS SDK Developer Guides, and more. For more information, see the Readme.md file below.
- [mudler/LocalAI](https://seerepo.com/r/mudler/LocalAI): LocalAI is the open-source AI engine. Run any model - LLMs, vision, voice, image, video - on any hardware. No GPU required.

## What they share and what sets them apart

- In common: s3, Postgres, Tokio, Vite, React, react-router-dom, github.com/aws/aws-sdk-go-v2/credentials, pillow, github.com/aws/aws-sdk-go-v2, github.com/aws/aws-sdk-go-v2/config, tracing, tracing-subscriber
- Only in aws-doc-sdk-examples: Flutter, ASP.NET Core, Spring, Flask, Actix Web, apache-client, AWSSDK.S3, cassandra-driver, CassandraCSharpDriver, flutter_secure_storage, gremlin-driver, kms, mysql:mysql-connector-java, PostgreSQL, redshift, redshiftdata, s3-transfer-manager, AWSSDK.DynamoDBv2, software.amazon.awssdk:dynamodb, aws.sdk.kotlin:s3, github.com/aws/aws-sdk-go-v2/service/dynamodb, AWSSDK.SQS, AWSSDK.Kinesis, aws-sdk-dynamodb, github.com/aws/aws-sdk-go-v2/feature/dynamodb/attributevalue, github.com/aws/aws-sdk-go-v2/service/rds, MySQL, github.com/aws/aws-sdk-go-v2/feature/s3/manager, github.com/aws/aws-sdk-go-v2/service/sqs, software.amazon.awssdk:sqs, aws-sdk-sns, DataStax, AWS S3, core-ktx, Microsoft.AspNetCore.OpenApi, org.jetbrains.kotlin:kotlin-stdlib-jdk8, rack, Sinatra, spring-boot-starter-thymeleaf, Microsoft.Extensions.Hosting, flask-restful, flask-cors, chalice, org.mortbay.jetty:jetty, Laravel, com.google.android.material:material, constraintlayout, androidx.appcompat:appcompat, cupertino_icons, sequel, sso, ssooidc, AWSSDK.SecurityToken, AWSSDK.SecretsManager, org.springframework.boot:spring-boot-starter-oauth2-client, software.amazon.awssdk:secretsmanager, AWSSDK.BedrockRuntime, github.com/aws/aws-sdk-go-v2/service/bedrockruntime, github.com/aws/aws-sdk-go-v2/service/bedrock, software.amazon.awssdk:sagemaker, software.amazon.awssdk:bedrockruntime, jakarta.mail, jakarta.mail-api, javax.mail, kamadak-exif, mail, MimeKitLite, opencsv, qrcode, AWSSDK.SimpleEmail, CsvHelper, mail-builder, Amazon.Lambda.Serialization.SystemTextJson, Apache, aws-lambda-java-events, aws-sdk-cloudwatchlogs, AWSSDK.Core, commons-logging, docker-java-core, docker-java-transport-httpclient5, log4j-1.2-api, log4j-core, log4j-slf4j-impl, Microsoft.Extensions.Logging.Abstractions, slf4j-log4j12, slf4j-simple, Microsoft.Extensions.Logging, botocore, Microsoft.Extensions.Logging.Console, Microsoft.Extensions.Logging.Debug, com.amazonaws:aws-lambda-java-core, boto3, Amazon.Lambda.Core, AWSSDK.EC2, lambda_runtime, AWSSDK.IdentityManagement, github.com/aws/aws-sdk-go-v2/service/iam, software.amazon.awssdk:ec2, github.com/aws/aws-lambda-go, github.com/aws/aws-sdk-go-v2/service/lambda, github.com/aws/aws-sdk-go-v2/service/sns, software.amazon.awssdk:elasticloadbalancingv2, software.amazon.awssdk:ssm, github.com/aws/aws-sdk-go-v2/service/cloudwatchlogs, org.slf4j:slf4j-api, software.amazon.awssdk:autoscaling, Amazon.Lambda.APIGatewayEvents, aws-sdk-lambda, coloredlogs, com.github.docker-java:docker-java, github.com/aws/aws-sdk-go-v2/service/cloudfront, github.com/aws/aws-sdk-go-v2/service/sts, software.amazon.awssdk:cloudwatch, software.amazon.awssdk:lambda, tracing-actix-web, tracing-bunyan-formatter, tracing-log, tracing-wasm, @aws-sdk/client-cognito-identity-provider, aws-cdk-lib, constructs, jose, sanctum, Bootstrap, react-bootstrap, showdown
- Only in LocalAI: net/http, Echo, go-sqlite3, modernc.org/sqlite, pyarrow, SQLite, NATS.io, github.com/glebarez/sqlite, github.com/valkey-io/valkey-go, MCP, Hugging Face, Qdrant, OpenAI, anyio, FastAPI, Lightning, uvicorn, Hono, Gradio, matplotlib, fyne.io/fyne/v2, github.com/schollz/progressbar/v3, gorm.io/gorm, github.com/nats-io/jwt/v2, github.com/emersion/go-sasl, golang.org/x/oauth2, github.com/coreos/go-oidc/v3, github.com/timbutler/zxcvbn, accelerate, bitsandbytes, conformer, coqui-tts, einops, flash-attn, go-openai, llama-cpp-python, llvmlite, Model Context Protocol, ModelScope, nemo-toolkit, neucodec, NVIDIA, oneccl-bind-pt, ONNX, onnxruntime-gpu, openai-go, phonemizer, rfdetr, s3tokenizer, scikit-image, sentencepiece, spacy-pkuseg, texterrors, tiktoken, torchao, torchtune, torchvision, vector-quantize-pytorch, torch, github.com/gpustack/gguf-parser-go, github.com/mudler/nib, transformers, diffusers, github.com/mudler/cogito, mlx, github.com/mudler/localrecall, opencv-python, insightface, mlx-lm, torchaudio, vLLM, github.com/yalue/onnxruntime_go, librosa, onnxruntime, QWen, sglang, compel, datasets, faster-qwen3-tts, faster-whisper, funasr, github.com/go-skynet/go-llama.cpp, github.com/mudler/go-piper, github.com/streamer45/silero-vad-go, inference, kokoro, mlx-audio, moonshine-voice, optimum, optimum-quanto, outetts, peft, pocket-tts, rerankers, safetensors, sentence-transformers, speechbrain, tinygrad, tokenizers, trl, voxcpm, whisperx, av, markupsafe, sox, torchcodec, github.com/go-audio/wav, github.com/pdfcpu/pdfcpu, github.com/emersion/go-imap/v2, github.com/yuin/goldmark, golang.org/x/image, github.com/charmbracelet/glamour, github.com/dhowden/tag, github.com/emersion/go-smtp, github.com/go-pdf/fpdf, github.com/klippa-app/go-pdfium, imageio, imageio-ffmpeg, jinja2, github.com/google/jsonschema-go, loguru, github.com/mudler/xlog, OpenTelemetry, github.com/mudler/go-processmanager, containerd, Docker, github.com/ipfs/go-log, github.com/Microsoft/hcsshim, go.opentelemetry.io/otel/exporters/prometheus, Prometheus, fontsource-variable, CodeMirror, @lezer/highlight, yaml, dompurify, highlight.js, marked

## Side by side

| | aws-doc-sdk-examples | LocalAI |
|---|---|---|
| Size | 692,936 lines written, 1,535 code files | 1,553,487 lines written, 3,372 code files |
| Who writes it | 0% of its commits signed by AI. With GitHub Copilot | 6% of its commits signed by AI. With Claude Code, GitHub Copilot, and Cursor |
| Activity | Last push November 12, 2026, 13,872 commits, 10,468 stars | Last push November 13, 2026, 9,855 commits, 50,345 stars |
| Tests | 1,505 test files. 34.5% of its code files have a test that imports them | 3,400 test files. 62.5% of its code files have a test that imports them |

- Size: Lines written by people and agents, without generated ones; code files, without tests.
- Who writes it: A commit counts as AI's when it carries its signature: a Co-Authored-By line, its author name or the merge of its branch.
- Activity: From GitHub and its history, on the day SeeRepo read it.
- Tests: The files that test the code, and the share of code files a test imports.

## Frequently asked questions

### Which is bigger, aws-doc-sdk-examples or LocalAI?

LocalAI, with 1,553,487 lines written; aws-doc-sdk-examples has 692,936.

The proof: [mudler/LocalAI's code at commit affff71](https://github.com/mudler/LocalAI/tree/affff715ba90b1975b0540e049f332fc77b4f2c0)

### Which has more GitHub stars, aws-doc-sdk-examples or LocalAI?

LocalAI, with 50,345 stars; aws-doc-sdk-examples has 10,468.

The proof: [mudler/LocalAI on GitHub](https://github.com/mudler/LocalAI)

### Which has more tests, aws-doc-sdk-examples or LocalAI?

LocalAI, with 3,400 test files; aws-doc-sdk-examples has 1,505.

The proof: [mudler/LocalAI's code at commit affff71](https://github.com/mudler/LocalAI/tree/affff715ba90b1975b0540e049f332fc77b4f2c0)

### Which was updated more recently, aws-doc-sdk-examples or LocalAI?

LocalAI: its last push was on November 13, 2026, and aws-doc-sdk-examples's on November 12, 2026.

The proof: [mudler/LocalAI's commits on GitHub](https://github.com/mudler/LocalAI/commits)

### Which has more commits signed by AI, aws-doc-sdk-examples or LocalAI?

LocalAI: an AI signed 6% of its commits, with Claude Code, GitHub Copilot, and Cursor.

The proof: [the commits each tool signed in mudler/LocalAI](https://seerepo.com/r/mudler/LocalAI/ai)

## Sources

- awsdocs/aws-doc-sdk-examples: Read on November 13, 2026, at commit 9d44b4c (https://github.com/awsdocs/aws-doc-sdk-examples/tree/9d44b4c73c4d85f5b953d7063aa81fc3616f3f6c)
- mudler/LocalAI: Read on November 13, 2026, at commit affff71 (https://github.com/mudler/LocalAI/tree/affff715ba90b1975b0540e049f332fc77b4f2c0)

## What is your repo built with?

Any public repo, with no account: https://seerepo.com/r/owner/repo/built, with the owner and name it has on GitHub.