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lancedb

lancedb/vectordb-recipes

该仓库提供多模态AI、RAG和向量搜索的示例、应用和教程,帮助快速构建GenAI应用程序。

lancedb/vectordb-recipes

技术栈

框架

Next.js 14.1.1 React 18.2.0

状态管理

Redux ^5.0.1

构建工具

Vite ^6.0.5

测试

pytest

网络

Axios ^1.5.0 Requests

CSS 框架

Tailwind CSS 3.3.3

CSS-in-JS

Emotion ^11.14.0

代码规范

ESLint 8.45.0
查看全部依赖 (276)

依赖

@emotion/styled ^11.14.0 @guoyunhe/downloader ^1.3.0 @heroicons/react ^2.2.0 @lancedb/lancedb ^0.12.0 @langchain/community ^0.3.1 @langchain/core ^0.3.27 @langchain/langgraph ^0.2.56 @langchain/langgraph-supervisor ^0.0.9 @langchain/openai ^0.3.14 @langchain/pinecone ^0.1.3 @mui/icons-material ^6.4.8 @mui/material ^6.4.8 @phosphor-icons/react ^2.1.7 @pinecone-database/pinecone ^5.0.2 @tailwindcss/vite ^4.0.8 @testing-library/jest-dom ^5.17.0 @testing-library/react ^13.4.0 @testing-library/user-event ^13.5.0 @types/node 20.4.4 @types/react 18.2.15 @types/react-dom 18.2.7 @vercel/webpack-asset-relocator-loader ^1.7.3 @xenova/transformers ^2.4.1 Deprecated FlagEmbedding GitPython InstructorEmbedding Jinja2 MarkupSafe NumPy Pandas Pillow PyPDF2 PyYAML Pydantic SQLAlchemy abort-controller ^3.0.0 accelerate adm-zip ^0.5.10 ai ^2.1.27 ai2-olmo aiohttp aiosignal annotated-types anyio apache-arrow ^18.1.0 appdirs argparse arquero ^8.0.1 arxiv attrs autoprefixer 10.4.14 beautifulsoup4 bert-score body-parser ^1.20.3 bs4 cachetools certifi charset-normalizer cheerio ^1.0.0-rc.12 chromadb click cohere cors ^2.8.5 csv-parser ^3.0.0 ctransformers dataclasses-json datasets decorator deprecation diffusers dirtyjson distro docker-pycreds dompurify ^3.2.4 dotenv ^16.4.7 duckdb encoding ^0.1.13 eslint-config-next 13.4.12 evaluate express ^4.21.2 faiss-cpu fastavro filelock frozenlist fs ^0.0.1-security fsspec fuzzywuzzy gitdb google-search-results gradio greenlet h11 html-react-parser ^5.2.2 httpcore https httpx httpx-sse huggingface-hub idna imagebind implicit install ^0.13.0 ipython jimp ^0.22.10 joblib kaggle lancedb ^0.0.1 langchain ^0.3.7 langchain-cohere langchain-community langchain-openai langchain_community langchain_core langchain_ollama langchainhub langgraph langroid levenshtein librosa lightning llama-cpp-python llama-index llama-index-agent-openai llama-index-cli llama-index-core llama-index-embeddings-huggingface llama-index-embeddings-openai llama-index-indices-managed-llama-cloud llama-index-legacy llama-index-llms-databricks llama-index-llms-openai llama-index-multi-modal-llms-openai llama-index-program-openai llama-index-question-gen-openai llama-index-readers-file llama-index-readers-llama-parse llama-index-readers-web llama-index-vector-stores-lancedb llama-parse llama_index llamaindex-py-client lucide-react ^0.476.0 mammoth ^1.8.0 marshmallow minijinja mlx mlx_lm mpmath multer ^1.4.5-lts.1 multi-range-slider-react ^2.0.7 multidict mypy-extensions nbconvert nest-asyncio networkx nltk npm ^11.2.0 npm-run-all ^4.1.5 open_clip_torch openai ^3.3.0 openai-edge ^1.2.2 opencv-python overrides packaging panns-inference pdf-parse ^1.1.1 pdfplumber phidata phosphor-react ^1.4.1 pillow polars polygon postcss 8.4.27 protobuf psutil py pyarrow pydantic_core pylance pymupdf pypdf python-Levenshtein python-dateutil python-dotenv pytube pytz rank_bm25 ratelimiter react-dom 18.2.0 react-loader-spinner ^6.1.6 react-quill ^2.0.0 react-range-slider-input ^3.0.7 react-redux ^9.1.2 react-router-dom ^7.2.0 react-scripts 5.0.1 react-select ^5.8.1 readline ^1.3.0 recharts ^2.15.1 redux-thunk ^3.1.0 regex request ^2.88.2 rerankers retry rouge_score sacrebleu sacremoses safetensors scikit-learn scipy semver sentence-transformers sentence_transformers sentry-sdk serpapi ^1.1.1 setproctitle setuptools sharp ^0.32.5 six smmap sniffio soundfile soupsieve spacy st-annotated-text streamlit streamlit-chat streamlite striprtf sympy tantivy tavily-python tenacity tensorflow textstat tf-keras threadpoolctl tiktoken tokenizers torch torchaudio torchvision tqdm transformers types-requests typescript 5.1.6 typing-inspect typing_extensions tzdata unstructured urllib3 vectordb ^0.1.19 wandb web-vitals ^2.1.4 wikipedia wrapt yarl zod ^3.21.4

开发依赖

@eslint/js ^9.17.0 @types/dotenv ^8.2.0 @types/node ^20.11.24 @types/react ^18.3.18 @types/react-dom ^18.3.5 @types/request ^2.48.8 @vitejs/plugin-react ^4.3.4 autoprefixer ^10.4.20 concurrently ^9.0.0 eslint-plugin-react ^7.37.2 eslint-plugin-react-hooks ^5.0.0 eslint-plugin-react-refresh ^0.4.16 globals ^15.14.0 node-polyfill-webpack-plugin ^4.0.0 npm-run-all ^4.1.5 postcss ^8.4.49 ts-node ^10.9.2 typescript ^5.3.3

截图

Article Recommendation
Job Search
Multimodal meme search
AI Powered Feedback search and analysis
AI Powered Law Assistant
Chatbot
image
./assets/udacity-course.png

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