Source: https://seerepo.com/compare/semantica-agi/semantica/vs/treeverse/dvc
Markdown source: https://seerepo.com/compare/semantica-agi/semantica/vs/treeverse/dvc.md
Description: semantica and dvc share 4 technologies: Celery, kombu, Rich, and psutil. Both are written in Python.

# semantica vs dvc

semantica and dvc share 4 technologies: Celery, kombu, Rich, and psutil. Both are written in Python.

- [semantica-agi/semantica](https://seerepo.com/r/semantica-agi/semantica): Graph-Native Infrastructure for Context and Accountable AI Systems
- [treeverse/dvc](https://seerepo.com/r/treeverse/dvc): 🦉 Data Versioning and ML Experiments

## What they share and what sets them apart

- In common: Celery, kombu, Rich, psutil
- Only in semantica: FastAPI, starlette, aiosqlite, amqp, async-lru, gitdb, google-cloud-core, kafka-python, pgvector, psycopg, psycopg-binary, psycopg-pool, psycopg2-binary, pyzmq, s3transfer, smart-open, weaviate-client, pyarrow, Neo4j, Postgres, azure-storage-blob, falkordb, pika, pinecone, pymilvus, Redis, SQLite, sqlite-vec, OpenAI, Google Cloud Storage, Kafka, Qdrant, AIOHTTP, anyio, jupyter-core, jupyterlab-server, tornado, uvicorn, Vite, React, cycler, fonttools, jupyterlab-pygments, soupsieve, tinycss2, contourpy, ipywidgets, jupyter-server-terminals, jupyterlab-widgets, matplotlib-inline, prompt-toolkit, pyvis, questionary, seaborn, widgetsnbextension, Plotly, matplotlib, argon2-cffi, argon2-cffi-bindings, authlib, joserfc, Google, cryptography, accelerate, agnoctl, cuda-bindings, hdbscan, langchain-protocol, langsmith, librosa, llvmlite, onnxruntime, opencv-python, pynndescent, rapidocr, safetensors, spaCy, spacy-legacy, thinc, tiktoken, tokenizers, torchvision, triton, typesafe-sdk, umap-learn, sentence-transformers, agno, fastembed, google-adk, faiss-cpu, LangChain, scikit-learn, transformers, gensim, groq, instructor, langdetect, litellm, Ollama, torch, bleach, doclang, docling-ibm-models, docling-parse, docling-slim, et-xmlfile, filetype, jinja2, latex2mathml, mail-parser, markdown-it-py, Marko, markupsafe, mdurl, mistune, nbconvert, nbformat, olefile, pandocfilters, pdfminer-six, pylatexenc, pypdfium2, python-oxmsg, webencodings, xlsxwriter, beautifulsoup4, lxml, defusedxml, docling, openpyxl, pdfplumber, pillow, python-docx, python-pptx, annotated-types, fastjsonschema, fqdn, jsonschema, jsonschema-specifications, msgspec, pydantic-core, referencing, rfc3339-validator, rfc3986-validator, rfc3987-syntax, validators, Pydantic, docling-core, azure-core, colorlog, loguru, OpenTelemetry, opentelemetry-instrumentation, opentelemetry-semantic-conventions, prometheus-client, python-json-logger, spacy-loggers, structlog, boto3, botocore, sigma, @monaco-editor/react, react-dropzone, xyflow, graphology-layout-forceatlas2, react-arborist, vis-timeline, Lucide, react-markdown, remark-gfm
- Only in dvc: pydot

## Side by side

| | semantica | dvc |
|---|---|---|
| Size | 467,678 lines written, 536 code files | 88,799 lines written, 264 code files |
| Who writes it | 10.1% of its commits signed by AI. With Claude Code, GitHub Copilot, Codex, and Cursor | 0% of its commits signed by AI. With Claude Code |
| Activity | Last push November 8, 2026, 2,499 commits, 14,477 stars | Last push November 6, 2026, 8,296 commits, 15,967 stars |
| Tests | 556 test files. 72.6% of its code files have a test that imports them | 278 test files. 60.2% 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, semantica or dvc?

semantica, with 467,678 lines written; dvc has 88,799.

The proof: [semantica-agi/semantica's code at commit 39cf721](https://github.com/semantica-agi/semantica/tree/39cf7216d2326b012436efebf8a227e82f37dd3b)

### Which has more GitHub stars, semantica or dvc?

dvc, with 15,967 stars; semantica has 14,477.

The proof: [treeverse/dvc on GitHub](https://github.com/treeverse/dvc)

### Which has more tests, semantica or dvc?

semantica, with 556 test files; dvc has 278.

The proof: [semantica-agi/semantica's code at commit 39cf721](https://github.com/semantica-agi/semantica/tree/39cf7216d2326b012436efebf8a227e82f37dd3b)

### Which was updated more recently, semantica or dvc?

semantica: its last push was on November 8, 2026, and dvc's on November 6, 2026.

The proof: [semantica-agi/semantica's commits on GitHub](https://github.com/semantica-agi/semantica/commits)

### Which has more commits signed by AI, semantica or dvc?

semantica: an AI signed 10.1% of its commits, with Claude Code, GitHub Copilot, Codex, and Cursor.

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

## Sources

- semantica-agi/semantica: Read on November 9, 2026, at commit 39cf721 (https://github.com/semantica-agi/semantica/tree/39cf7216d2326b012436efebf8a227e82f37dd3b)
- treeverse/dvc: Read on November 7, 2026, at commit b59add9 (https://github.com/treeverse/dvc/tree/b59add99ee667f2b352cc1be337619f965fe3fea)

## 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.