What is semantica built with?

semantica is a Python repo built with FastAPI, starlette, AIOHTTP, anyio, jupyter-core, and 5 more. It stores its data in pyarrow, Neo4j, and Postgres, signs people in with argon2-cffi, argon2-cffi-bindings, authlib, joserfc, Google, and 1 more, uses AI through accelerate, agnoctl, cuda-bindings, hdbscan, langchain-protocol, and 33 more, makes its content with bleach, doclang, docling-ibm-models, docling-parse, docling-slim, and 31 more, validates its data with annotated-types, fastjsonschema, fqdn, jsonschema, jsonschema-specifications, and 9 more, is tested with Faker, polyfactory, pytest-asyncio, pytest-cov, Pytest, and 3 more, deploys with azure-core, colorlog, loguru, OpenTelemetry, opentelemetry-instrumentation, and 8 more, and uses aiosqlite, amqp, async-lru, Celery, gitdb, and 23 more. It has 467,678 written lines, with 556 test files.

Read on November 9, 2026, at commit 39cf721. Read it as markdown

Frequently asked questions

What language is semantica written in?

semantica is written in Python, with 467,678 written lines.

What framework does semantica use?

semantica is built with FastAPI, starlette, AIOHTTP, anyio, jupyter-core, jupyterlab-server, tornado, uvicorn, Vite, and React.

What database does semantica use?

semantica stores its data in pyarrow, Neo4j, and Postgres.

What does semantica sign people in with?

semantica signs people in with argon2-cffi, argon2-cffi-bindings, authlib, joserfc, Google, and cryptography.

Does semantica use AI?

Yes. semantica uses AI through 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, and OpenAI.

What services does semantica use?

semantica uses aiosqlite, amqp, async-lru, Celery, gitdb, google-cloud-core, kafka-python, kombu, pgvector, psycopg, psycopg-binary, psycopg-pool, psycopg2-binary, pyzmq, s3transfer, smart-open, weaviate-client, azure-storage-blob, falkordb, pika, pinecone, pymilvus, Redis, SQLite, sqlite-vec, Google Cloud Storage, Kafka, and Qdrant.

Does semantica have tests?

Yes. semantica has 556 test files and is tested with Faker, polyfactory, pytest-asyncio, pytest-cov, Pytest, jsdom, playwright, and Testing Library.

Which repos have a stack like semantica's?

The ones that share most of its stack:run-llama/llama_indexapache/supersetdatawhalechina/hello-agents

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