Source: https://seerepo.com/compare/HKUDS/Vibe-Trading/vs/run-llama/llama_index Markdown source: https://seerepo.com/compare/HKUDS/Vibe-Trading/vs/run-llama/llama_index.md Description: Vibe-Trading and llama_index share 33 technologies: DuckDB, OpenAI, AIOHTTP, starlette, anyio, soupsieve, tinycss2, Rich, prompt-toolkit, matplotlib, pyjwt, cryptography, tiktoken, LangChain, MCP, scikit-learn, beautifulsoup4, bs4, lxml, markupsafe, xlrd, jinja2, defusedxml, mistune, pillow, pypdf, annotated-types, jsonschema, jsonschema-specifications, referencing, Pydantic, pydantic-core, and OpenTelemetry. Both are written in Python. # Vibe-Trading vs llama_index Vibe-Trading and llama_index share 33 technologies: DuckDB, OpenAI, AIOHTTP, starlette, anyio, soupsieve, tinycss2, Rich, prompt-toolkit, matplotlib, pyjwt, cryptography, tiktoken, LangChain, MCP, scikit-learn, beautifulsoup4, bs4, lxml, markupsafe, xlrd, jinja2, defusedxml, mistune, pillow, pypdf, annotated-types, jsonschema, jsonschema-specifications, referencing, Pydantic, pydantic-core, and OpenTelemetry. Both are written in Python. - [HKUDS/Vibe-Trading](https://seerepo.com/r/HKUDS/Vibe-Trading): "Vibe-Trading: Your Personal Trading Agent" - [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: DuckDB, OpenAI, AIOHTTP, starlette, anyio, soupsieve, tinycss2, Rich, prompt-toolkit, matplotlib, pyjwt, cryptography, tiktoken, LangChain, MCP, scikit-learn, beautifulsoup4, bs4, lxml, markupsafe, xlrd, jinja2, defusedxml, mistune, pillow, pypdf, annotated-types, jsonschema, jsonschema-specifications, referencing, Pydantic, pydantic-core, OpenTelemetry - Only in Vibe-Trading: FastAPI, py-key-value-aio, fastmcp-slim, fastmcp, uvicorn, Electron, Vite, React, React Router, cycler, fonttools, contourpy, peewee, authlib, joserfc, keyring, github-copilot-sdk, langchain-protocol, LangGraph, langgraph-sdk, langsmith, langchain-openai, et-xmlfile, html5lib, markdown-it-py, mdurl, rich-rst, webencodings, xlsxwriter, nh3, python-pptx, qrcode, reportlab, weasyprint, openpyxl, pypdfium2, python-docx, beartype, email-validator, jsonschema-path, openapi-pydantic, Tailwind CSS, tailwind-merge, sonner, echarts, Lucide, react-markdown, rehype-highlight, highlight.js, katex, rehype-katex, remark-gfm, remark-math - Only in llama_index: aiomysql, aiosqlite, async-lru, asyncpg, azure-search-documents, azure-storage-blob, ibm-db, pgvecto-rs, pgvector, psycopg, psycopg2-binary, pyzmq, Redis, weaviate-client, pyarrow, lancedb, oracledb, pymilvus, SQLite, tablestore, chromadb, falkordb, MySQL, pinecone, clickhouse-connect, gcsfs, pyiceberg, pymochow, pymysql, pyobvector, s3fs, tcvectordb, typesense, ElevenLabs, graphql-core, tornado, Ray, ipywidgets, matplotlib-inline, SQLAlchemy, argon2-cffi, azure-identity, Google, google-auth-httplib2, google-auth-oauthlib, msal, einops, firecrawl-py, guardrails-ai, llama-index-core, mem0ai, opencv-python, PaddlePaddle, tavily-python, torch, transformers, ibm-watsonx-ai, cohere, sentence-transformers, dashscope, fastembed, flagembedding, nltk, sentencepiece, litellm, ModelScope, Ollama, openvino, tritonclient, vLLM, datasets, exa-py, flashrank, hnswlib, langfuse, mlx, mlx-lm, nomic, optimum, paddleocr, peft, presidio-analyzer, tokenizers, bleach, nbformat, newspaper3k, html2text, unstructured, pymupdf, filetype, docx2txt, markdownify, docling, lxml-html-clean, markitdown, nbconvert, pdf2image, pdfplumber, pypdf2, tinytag, youtube-transcript-api, marshmallow, rfc3339-validator, docling-core, opentelemetry-api, opentelemetry-semantic-conventions, prometheus-client, psutil, python-json-logger, boto3, docker, Alibaba Cloud ## Side by side | | Vibe-Trading | llama_index | |---|---|---| | Size | 602,935 lines written, 1,351 code files | 473,236 lines written, 2,055 code files | | Who writes it | 5.9% of its commits signed by AI. With Claude Code, Codex, GitHub Copilot, and Cursor | 0.2% of its commits signed by AI. With Claude Code, Cursor, and GitHub Copilot | | Activity | Last push November 6, 2026, 2,644 commits, 37,785 stars | Last push November 5, 2026, 7,963 commits, 52,820 stars | | Tests | 1,166 test files. 50.4% 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, Vibe-Trading or llama_index? Vibe-Trading, with 602,935 lines written; llama_index has 473,236. The proof: [HKUDS/Vibe-Trading's code at commit b62c878](https://github.com/HKUDS/Vibe-Trading/tree/b62c8782f57cad20c1c195367fa7a1cdeb29d6a8) ### Which has more GitHub stars, Vibe-Trading or llama_index? llama_index, with 52,820 stars; Vibe-Trading has 37,785. The proof: [run-llama/llama_index on GitHub](https://github.com/run-llama/llama_index) ### Which has more tests, Vibe-Trading or llama_index? llama_index, with 1,607 test files; Vibe-Trading has 1,166. 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, Vibe-Trading or llama_index? Vibe-Trading: its last push was on November 6, 2026, and llama_index's on November 5, 2026. The proof: [HKUDS/Vibe-Trading's commits on GitHub](https://github.com/HKUDS/Vibe-Trading/commits) ### Which has more commits signed by AI, Vibe-Trading or llama_index? Vibe-Trading: an AI signed 5.9% of its commits, with Claude Code, Codex, GitHub Copilot, and Cursor; in llama_index, 0.2%. The proof: [the commits each tool signed in HKUDS/Vibe-Trading](https://seerepo.com/r/HKUDS/Vibe-Trading/ai) ## Sources - HKUDS/Vibe-Trading: Read on November 6, 2026, at commit b62c878 (https://github.com/HKUDS/Vibe-Trading/tree/b62c8782f57cad20c1c195367fa7a1cdeb29d6a8) - 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.