Source: https://seerepo.com/compare/coze-dev/coze-studio/vs/run-llama/llama_index
Markdown source: https://seerepo.com/compare/coze-dev/coze-studio/vs/run-llama/llama_index.md
Description: coze-studio and llama_index share 4 technologies: MySQL, Redis, SQLite, and Google. coze-studio is written in TypeScript and llama_index in Python.

# coze-studio vs llama_index

coze-studio and llama_index share 4 technologies: MySQL, Redis, SQLite, and Google. coze-studio is written in TypeScript and llama_index in Python.

- [coze-dev/coze-studio](https://seerepo.com/r/coze-dev/coze-studio): An AI agent development platform with all-in-one visual tools, simplifying agent creation, debugging, and deployment like never before. Coze your way to AI Agent creation.
- [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: MySQL, Redis, SQLite, Google
- Only in coze-studio: Elasticsearch, MinIO
- Only in llama_index: starlette, aiomysql, aiosqlite, async-lru, asyncpg, azure-search-documents, azure-storage-blob, ibm-db, pgvecto-rs, pgvector, psycopg, psycopg2-binary, pyzmq, weaviate-client, pyarrow, lancedb, oracledb, DuckDB, pymilvus, tablestore, chromadb, falkordb, pinecone, clickhouse-connect, gcsfs, pyiceberg, pymochow, pymysql, pyobvector, s3fs, tcvectordb, typesense, ElevenLabs, anyio, graphql-core, tornado, AIOHTTP, Ray, soupsieve, tinycss2, ipywidgets, matplotlib-inline, prompt-toolkit, matplotlib, Rich, SQLAlchemy, argon2-cffi, azure-identity, google-auth-httplib2, google-auth-oauthlib, cryptography, pyjwt, msal, einops, firecrawl-py, guardrails-ai, llama-index-core, mem0ai, OpenAI, opencv-python, PaddlePaddle, tavily-python, torch, transformers, ibm-watsonx-ai, cohere, LangChain, tiktoken, MCP, sentence-transformers, 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, tokenizers, beautifulsoup4, bleach, markupsafe, mistune, nbformat, newspaper3k, xlrd, pillow, bs4, html2text, unstructured, defusedxml, jinja2, lxml, pymupdf, filetype, docx2txt, markdownify, docling, lxml-html-clean, markitdown, nbconvert, pdf2image, pdfplumber, pypdf, pypdf2, tinytag, youtube-transcript-api, jsonschema-specifications, marshmallow, referencing, rfc3339-validator, Pydantic, docling-core, annotated-types, jsonschema, pydantic-core, opentelemetry-api, opentelemetry-semantic-conventions, prometheus-client, psutil, python-json-logger, boto3, docker, Alibaba Cloud, OpenTelemetry

## Side by side

| | coze-studio | llama_index |
|---|---|---|
| Size | 1,225,781 lines written, 8,839 code files | 473,236 lines written, 2,055 code files |
| Who writes it | 1% of its commits signed by AI. With Claude Code, Factory, and GitHub Copilot | 0.2% of its commits signed by AI. With Claude Code, Cursor, and GitHub Copilot |
| Activity | Last push July 29, 2026, 391 commits, 21,808 stars | Last push November 5, 2026, 7,963 commits, 52,820 stars |
| Tests | 641 test files. 9.2% 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, coze-studio or llama_index?

coze-studio, with 1,225,781 lines written; llama_index has 473,236.

The proof: [coze-dev/coze-studio's code at commit fefb05f](https://github.com/coze-dev/coze-studio/tree/fefb05ff27be1da939612fbf9faf5db62583b8ae)

### Which has more GitHub stars, coze-studio or llama_index?

llama_index, with 52,820 stars; coze-studio has 21,808.

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

### Which has more tests, coze-studio or llama_index?

llama_index, with 1,607 test files; coze-studio has 641.

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, coze-studio or llama_index?

llama_index: its last push was on November 5, 2026, and coze-studio's on July 29, 2026.

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

### Which has more commits signed by AI, coze-studio or llama_index?

coze-studio: an AI signed 1% of its commits, with Claude Code, Factory, and GitHub Copilot; in llama_index, 0.2%.

## Sources

- coze-dev/coze-studio: Read on November 5, 2026, at commit fefb05f (https://github.com/coze-dev/coze-studio/tree/fefb05ff27be1da939612fbf9faf5db62583b8ae)
- 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.