TxtAI MCP Server

# # txtai Material for MkDocs configuration # site_name: txtai site_description: "txtai is an all-in-one open-source AI framework for semantic search, LLM orchestration and language model workflows" repo_name: neuml/txtai repo_url: https://github.com/neuml/txtai copyright: © NeuML LLC, Apache-2.0 License theme: name: material logo: images/logo.png favicon: images/logo.png custom_dir: docs/overrides icon: repo: fontawesome/brands/github palette: - media: "(prefers-color-scheme: light)" scheme: default primary: blue accent: blue toggle: icon: material/toggle-switch-off-outline name: Switch to dark mode - media: "(prefers-color-scheme: dark)" scheme: slate primary: light blue accent: light blue toggle: icon: material/toggle-switch name: Switch to light mode features: - navigation.indexes - navigation.instant plugins: - search - mkdocstrings: handlers: python: options: show_root_full_path: false show_root_heading: true show_root_toc_entry: false - redirects: redirect_maps: "pipeline/text/extractor.md": "pipeline/text/rag.md" "pipeline/text/generator.md": "pipeline/text/llm.md" "pipeline/text/sequences.md": "pipeline/text/llm.md" markdown_extensions: - pymdownx.highlight - pymdownx.superfences nav: - Home: index.md - Why txtai?: why.md - Use Cases: usecases.md - Installation: install.md - Model Guide: models.md - Embeddings: - embeddings/index.md - Configuration: - embeddings/configuration/index.md - ANN: embeddings/configuration/ann.md - Cloud: embeddings/configuration/cloud.md - Database: embeddings/configuration/database.md - General: embeddings/configuration/general.md - Graph: embeddings/configuration/graph.md - Scoring: embeddings/configuration/scoring.md - Vectors: embeddings/configuration/vectors.md - Index Format: embeddings/format.md - Index Guide: embeddings/indexing.md - Methods: embeddings/methods.md - Query Guide: embeddings/query.md - Agent: - agent/index.md - Configuration: agent/configuration.md - Methods: agent/methods.md - Pipeline: - pipeline/index.md - Audio: - Audio Mixer: pipeline/audio/audiomixer.md - Audio Stream: pipeline/audio/audiostream.md - Microphone: pipeline/audio/microphone.md - Text To Audio: pipeline/audio/texttoaudio.md - Text To Speech: pipeline/audio/texttospeech.md - Transcription: pipeline/audio/transcription.md - Data: - File To HTML: pipeline/data/filetohtml.md - HTML To Markdown: pipeline/data/htmltomd.md - Segmentation: pipeline/data/segmentation.md - Tabular: pipeline/data/tabular.md - Textractor: pipeline/data/textractor.md - Image: - Caption: pipeline/image/caption.md - Image Hash: pipeline/image/imagehash.md - Objects: pipeline/image/objects.md - Text: - Entity: pipeline/text/entity.md - Labels: pipeline/text/labels.md - LLM: pipeline/text/llm.md - RAG: pipeline/text/rag.md - Reranker: pipeline/text/reranker.md - Similarity: pipeline/text/similarity.md - Summary: pipeline/text/summary.md - Translation: pipeline/text/translation.md - Train: - HF ONNX: pipeline/train/hfonnx.md - ML ONNX: pipeline/train/mlonnx.md - Trainer: pipeline/train/trainer.md - Workflow: - workflow/index.md - Schedule: workflow/schedule.md - Tasks: - workflow/task/index.md - Console: workflow/task/console.md - Export: workflow/task/export.md - File: workflow/task/file.md - Image: workflow/task/image.md - Retrieve: workflow/task/retrieve.md - Service: workflow/task/service.md - Storage: workflow/task/storage.md - Template: workflow/task/template.md - Url: workflow/task/url.md - Workflow: workflow/task/workflow.md - API: - api/index.md - Cluster: api/cluster.md - Configuration: api/configuration.md - Customization: api/customization.md - Methods: api/methods.md - Model Context Protocol: api/mcp.md - OpenAI: api/openai.md - Security: api/security.md - Cloud: cloud.md - Examples: examples.md - FAQ: faq.md - Observability: observability.md - Powered by txtai: poweredby.md - Further Reading: further.md