Dependency Management
Models
Chat Completion
| Provider | Dependency | Auth Env |
|---|---|---|
| Brave | msgflux[openai] |
BRAVE_SEARCH_API_KEY |
| Cerebras | msgflux[openai] |
CEREBRAS_API_KEY |
| Groq | msgflux[openai] |
GROQ_API_KEY |
| Ollama | msgflux[openai] |
|
| OpenAI | msgflux[openai] |
OPENAI_API_KEY |
| OpenRouter | msgflux[openai] |
OPENROUTER_API_KEY |
| SambaNova | msgflux[openai] |
SAMBANOVA_API_KEY |
| Together | msgflux[openai] |
TOGETHER_API_KEY |
| vLLM | msgflux[openai] |
Image Embedder
| Provider | Dependency | Auth Env |
|---|---|---|
| JinaAI | msgflux[httpx] |
JINAAI_API_KEY |
Text To Image
| Provider | Dependency | Auth Env |
|---|---|---|
| OpenAI | msgflux[openai] |
OPENAI_API_KEY |
Image Text To Image
| Provider | Dependency | Auth Env |
|---|---|---|
| OpenAI | msgflux[openai] |
OPENAI_API_KEY |
Moderation
| Provider | Dependency | Auth Env |
|---|---|---|
| OpenAI | msgflux[openai] |
OPENAI_API_KEY |
Speech To Text
| Provider | Dependency | Auth Env |
|---|---|---|
| OpenAI | msgflux[openai] |
OPENAI_API_KEY |
| vLLM | msgflux[openai] |
Text Classifier
| Provider | Dependency | Auth Env |
|---|---|---|
| vLLM | msgflux[openai] |
Text Embedder
| Provider | Dependency | Auth Env |
|---|---|---|
| JinaAI | msgflux[httpx] |
JINAAI_API_KEY |
| Ollama | msgflux[openai] |
|
| OpenAI | msgflux[openai] |
OPENAI_API_KEY |
| Together | msgflux[openai] |
TOGETHER_API_KEY |
| vLLM | msgflux[openai] |
Text Reranker
| Provider | Dependency | Auth Env |
|---|---|---|
| JinaAI | msgflux[httpx] |
JINAAI_API_KEY |
| vLLM | msgflux[openai] |
Text To Speech
| Provider | Dependency | Auth Env |
|---|---|---|
| OpenAI | msgflux[openai] |
OPENAI_API_KEY |
| Together | msgflux[openai] |
TOGETHER_API_KEY |
Parsers
| Provider | Dependency |
|---|---|
pypdf |
pypdf |
Word (.docx)
| Provider | Dependency |
|---|---|
python_docx |
python-docx |
PowerPoint (.pptx)
| Provider | Dependency |
|---|---|
python_pptx |
python-pptx |
Excel (.xlsx)
| Provider | Dependency |
|---|---|
openpyxl |
openpyxl |
HTML
| Provider | Dependency |
|---|---|
beautifulsoup |
beautifulsoup4 |
CSV / TSV
| Provider | Dependency |
|---|---|
csv |
built-in |
Email (.eml)
| Provider | Dependency |
|---|---|
email |
built-in |
Retrievers
Lexical
| Provider | Dependency |
|---|---|
| BM25 | built-in |
| BM25s | bm25s |
| Rank BM25 | rank-bm25s |
Fuzzy
| Provider | Dependency |
|---|---|
| RapidFuzz | rapidfuzz |
Web Search
| Provider | Installation | Auth Env |
|---|---|---|
| Trafilatura | httpx, trafilatura |
|
| SerpApi | httpx |
SERPAPI_KEY |
| Linkup | linkup-sdk |
LINKUP_API_KEY |
| Tavily | tavily-python |
TAVILY_API_KEY |
| Exa | exa-py |
EXA_API_KEY |
| Brave | brave-search-python-client |
BRAVE_SEARCH_API_KEY |
| arXiv | arxiv |
|
| Wikipedia | wikipedia |