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updating docs
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docs/community/community.md

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title: Community
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description: community resources, getting help and sharing ideas
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# Community
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COMING SOON ...
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Welcome to the llmware community! We are on a mission to pioneer the use of small language models as transformational tools
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in the enterprise to automate workflows and knowledge-based processes cost-effectively, securely and with high quality. We believe that the
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secret is increasing out that small models can be extremely effective, but require a lot of attention to detail in building scalable data pipelines
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and fine-tuning both models and end-to-end workflows.
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We are open to both the most advanced machine learning researchers and the beginning developer just learning python.
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We publish a wide range of examples, use cases and tutorial videos, and are always looking for feedback, new ideas and contributors.
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{: .note}

docs/community/faq.md

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description: overview of the major modules and classes of LLMWare
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docs/community/join_our_community.md

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description: overview of the major modules and classes of LLMWare
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docs/community/need_help.md

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docs/community/troubleshooting.md

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description: overview of the major modules and classes of LLMWare
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docs/components/components.md

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title: Components
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description: llmware key architectural components, modules and classes
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docs/components/library.md

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description: overview of the major modules and classes of LLMWare
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# Library: ingest, organize and index a collection of knowledge at scale - Parse, Text Chunk and Embed. </summary>
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# Library: ingest, organize and index a collection of knowledge at scale - Parse, Text Chunk and Embed.
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Library is the main organizing construct for unstructured information in LLMWare. Users can create one large library with all types of different content, or

docs/components/model_catalog.md

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# Model Catalog:
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Access all models the same way with easy lookup, regardless of underlying implementation.
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# 150+ Models in Catalog with 50+ RAG-optimized BLING, DRAGON and Industry BERT models
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# 18 SLIM function-calling small language models for Agent use cases
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# Full support for GGUF, HuggingFace, Sentence Transformers and major API-based models
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# Easy to extend to add custom models - see examples
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- 150+ Models in Catalog with 50+ RAG-optimized BLING, DRAGON and Industry BERT models
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- 18 SLIM function-calling small language models for Agent use cases
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- Full support for GGUF, HuggingFace, Sentence Transformers and major API-based models
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- Easy to extend to add custom models - see examples
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Generally, all models can be identified using either the `model_name` or `display_name`, which provides some flexibility
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to expose a more "UI friendly" name or an informal short-name for a commonly-used model.

docs/contributing/contributing.md

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title: Contributing
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description: llmware contributions.
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docs/examples/agents.md

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docs/examples/datasets.md

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docs/examples/embedding.md

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docs/examples/examples.md

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docs/examples/getting_started.md

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# Introduction by Examples
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We introduce ``llmware`` through self-contained examples.

docs/examples/models.md

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docs/examples/notebooks.md

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docs/examples/parsing.md

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docs/examples/prompts.md

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docs/examples/retrieval.md

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docs/examples/structured_tables.md

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docs/examples/ui.md

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docs/examples/use_cases.md

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docs/getting_started/getting_started.md

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docs/learn/learn.md

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description: key learning resources
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