Source: https://seerepo.com/compare/rocketride-org/rocketride-server/vs/run-llama/llama_index
Markdown source: https://seerepo.com/compare/rocketride-org/rocketride-server/vs/run-llama/llama_index.md
Description: rocketride-server and llama_index share 37 technologies: azure-storage-blob, pgvector, psycopg2-binary, pymysql, weaviate-client, Redis, pinecone, pymilvus, falkordb, OpenAI, Google, starlette, AIOHTTP, MCP, SQLAlchemy, azure-identity, google-auth-oauthlib, pyjwt, cryptography, google-auth-httplib2, einops, firecrawl-py, tokenizers, transformers, LangChain, tiktoken, torch, cohere, llama-index-core, opencv-python, sentence-transformers, pillow, filetype, marshmallow, Pydantic, psutil, and boto3. Both are written in Python.

# rocketride-server vs llama_index

rocketride-server and llama_index share 37 technologies: azure-storage-blob, pgvector, psycopg2-binary, pymysql, weaviate-client, Redis, pinecone, pymilvus, falkordb, OpenAI, Google, starlette, AIOHTTP, MCP, SQLAlchemy, azure-identity, google-auth-oauthlib, pyjwt, cryptography, google-auth-httplib2, einops, firecrawl-py, tokenizers, transformers, LangChain, tiktoken, torch, cohere, llama-index-core, opencv-python, sentence-transformers, pillow, filetype, marshmallow, Pydantic, psutil, and boto3. Both are written in Python.

- [rocketride-org/rocketride-server](https://seerepo.com/r/rocketride-org/rocketride-server): High-performance AI pipeline engine with a C++ core and 50+ Python-extensible nodes. Build, debug, and scale LLM workflows with 13+ model providers, 8+ vector databases, and agent orchestration, all from your IDE. Includes VS Code extension, TypeScript/Python SDKs, and Docker deployment.
- [run-llama/llama_index](https://seerepo.com/r/run-llama/llama_index): LlamaIndex is the document processing platform for AI

## What they share and what sets them apart

- In common: azure-storage-blob, pgvector, psycopg2-binary, pymysql, weaviate-client, Redis, pinecone, pymilvus, falkordb, OpenAI, Google, starlette, AIOHTTP, MCP, SQLAlchemy, azure-identity, google-auth-oauthlib, pyjwt, cryptography, google-auth-httplib2, einops, firecrawl-py, tokenizers, transformers, LangChain, tiktoken, torch, cohere, llama-index-core, opencv-python, sentence-transformers, pillow, filetype, marshmallow, Pydantic, psutil, boto3
- Only in rocketride-server: FastAPI, pymongo, python-arango, Postgres, MongoDB, astrapy, Neo4j, Mistral AI, Elasticsearch, Qdrant, Anthropic, Google Cloud Storage, uvicorn, React, GitHub, Vite, Stripe, authlib, accelerate, chromadb-client, ctranslate2, kornia, llama-cloud, onnxruntime-gpu, opencv-contrib-python, opencv-contrib-python-headless, safetensors, timm, torchvision, langchain-openai, CrewAI, pycocotools, kokoro, langchain-aws, langchain-text-splitters, langchain-xai, rank-bm25, deepagents, faster-whisper, langchain-anthropic, MediaPipe, mistral-common, onnxruntime, rfdetr, org.apache.tika:tika-core, imageio-ffmpeg, av, llama-parse, python-docx, validators, Apache, log4j-core, slf4j-api, botocore, Tailwind CSS, Chart.js, react-chartjs-2, react-syntax-highlighter, Lucide, react-markdown, rehype-raw, remark-gfm, @textea/json-viewer, docx-preview, dompurify, xlsx, D3, monaco-editor, fontsource, MUI, xyflow, @rjsf/core, dnd-kit, elkjs, tabulator-tables, @mui/icons-material, html-react-parser, markdown-to-jsx, rehype-sanitize, rjsf, dockerode, Drizzle, Sequelize, @fontsource-variable/figtree
- Only in llama_index: aiomysql, aiosqlite, async-lru, asyncpg, azure-search-documents, ibm-db, pgvecto-rs, psycopg, pyzmq, pyarrow, lancedb, oracledb, DuckDB, SQLite, tablestore, chromadb, MySQL, clickhouse-connect, gcsfs, pyiceberg, pymochow, pyobvector, s3fs, tcvectordb, typesense, ElevenLabs, anyio, graphql-core, tornado, Ray, soupsieve, tinycss2, ipywidgets, matplotlib-inline, prompt-toolkit, matplotlib, Rich, argon2-cffi, msal, guardrails-ai, mem0ai, PaddlePaddle, tavily-python, ibm-watsonx-ai, dashscope, fastembed, flagembedding, nltk, sentencepiece, litellm, ModelScope, Ollama, openvino, scikit-learn, tritonclient, vLLM, datasets, exa-py, flashrank, hnswlib, langfuse, mlx, mlx-lm, nomic, optimum, paddleocr, peft, presidio-analyzer, beautifulsoup4, bleach, markupsafe, mistune, nbformat, newspaper3k, xlrd, bs4, html2text, unstructured, defusedxml, jinja2, lxml, pymupdf, docx2txt, markdownify, docling, lxml-html-clean, markitdown, nbconvert, pdf2image, pdfplumber, pypdf, pypdf2, tinytag, youtube-transcript-api, jsonschema-specifications, referencing, rfc3339-validator, docling-core, annotated-types, jsonschema, pydantic-core, opentelemetry-api, opentelemetry-semantic-conventions, prometheus-client, python-json-logger, docker, Alibaba Cloud, OpenTelemetry

## Side by side

| | rocketride-server | llama_index |
|---|---|---|
| Size | 886,274 lines written, 2,103 code files | 473,236 lines written, 2,055 code files |
| Who writes it | 40.2% of its commits signed by AI. With Claude Code, GitHub Copilot, Cursor, CodeRabbit, and Codex | 0.2% of its commits signed by AI. With Claude Code, Cursor, and GitHub Copilot |
| Activity | Last push November 5, 2026, 1,173 commits, 19,946 stars | Last push November 5, 2026, 7,963 commits, 52,820 stars |
| Tests | 793 test files. 25.1% of its code files have a test that imports them | 1,607 test files. 46.5% 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, rocketride-server or llama_index?

rocketride-server, with 886,274 lines written; llama_index has 473,236.

The proof: [rocketride-org/rocketride-server's code at commit b3ad422](https://github.com/rocketride-org/rocketride-server/tree/b3ad422d02c10e6b98d50aec23df1036620b9746)

### Which has more GitHub stars, rocketride-server or llama_index?

llama_index, with 52,820 stars; rocketride-server has 19,946.

The proof: [run-llama/llama_index on GitHub](https://github.com/run-llama/llama_index)

### Which has more tests, rocketride-server or llama_index?

llama_index, with 1,607 test files; rocketride-server has 793.

The proof: [run-llama/llama_index's code at commit 444fdf0](https://github.com/run-llama/llama_index/tree/444fdf0684707de62ebb447d658dba137dd9cb99)

### Which was updated more recently, rocketride-server or llama_index?

Both got their last push on November 5, 2026.

The proof: [rocketride-org/rocketride-server's commits on GitHub](https://github.com/rocketride-org/rocketride-server/commits)

### Which has more commits signed by AI, rocketride-server or llama_index?

rocketride-server: an AI signed 40.2% of its commits, with Claude Code, GitHub Copilot, Cursor, CodeRabbit, and Codex; in llama_index, 0.2%.

The proof: [the commits each tool signed in rocketride-org/rocketride-server](https://seerepo.com/r/rocketride-org/rocketride-server/ai)

## Sources

- rocketride-org/rocketride-server: Read on November 5, 2026, at commit b3ad422 (https://github.com/rocketride-org/rocketride-server/tree/b3ad422d02c10e6b98d50aec23df1036620b9746)
- run-llama/llama_index: Read on November 5, 2026, at commit 444fdf0 (https://github.com/run-llama/llama_index/tree/444fdf0684707de62ebb447d658dba137dd9cb99)

## 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.